Application of AI in Research and Data Science
Keywords:
Artificial Intelligence, Research, Data ScienceAbstract
Artificial intelligence (AI) has become an essential component of modern research and data science, transforming how knowledge is generated, analyzed, and applied. Its integration into research workflows has accelerated discovery across disciplines by enabling the processing of vast and complex datasets that would be impossible for humans to analyze manually. Through techniques such as machine learning, deep learning, and natural language processing, AI identifies patterns, correlations, and causal relationships within data, facilitating new insights and predictive modeling. In data science, AI algorithms automate data cleaning, integration, and analysis, enhancing accuracy and efficiency. Predictive analytics models help forecast trends and outcomes in areas such as healthcare, economics, and environmental science. In biomedical research, AI assists in identifying genetic markers, analyzing medical images, and accelerating drug discovery. In the social sciences, it processes large volumes of text and social media data to detect behavioral patterns and public sentiment. AI also supports research reproducibility and transparency by automating statistical validation and optimizing experimental design. Natural language processing tools are increasingly used to scan scientific literature, summarize findings, and identify emerging research trends, thereby reducing the time required for literature reviews. Moreover, AI-driven simulations and optimization models allow researchers to test hypotheses virtually before conducting physical experiments, saving resources and time. Ultimately, the application of AI in research and data science is reshaping scientific inquiry into a more data-driven, efficient, and interdisciplinary process, enhancing the capacity of researchers to address complex global challenges with unprecedented speed and precision.
References
Abulibdeh A. A systematic and bibliometric review of artificial intelligence in sustainable education: Current trends and future research directions. Sustainable Futures. 2025;10.
Acar S. Creativity Assessment, Research, and Practice in the Age of Artificial Intelligence. Creativity Research Journal. 2025;37(2):181-7.
Adasme P, Dehghan Firoozabadi A, San Juan E. Bridging Classic Operations Research and Artificial Intelligence for Network Optimization in the 6G Era: A Review. Symmetry. 2025;17(8).
Agarwal S, Kweh QL, Jamali D, Wider W, Hossain SFA, Fauzi MA. How does artificial intelligence shape the productivity and quality of research in business studies? A systematic literature review and future research framework. Discover Sustainability. 2025;6(1).
Al-Sammarraie RN, Al Mubasher H, Awad M, Naalbandian S, Darwiche N, Zurayk R, et al. An artificial intelligence-aided scoping review of medicinal plant research in the Fertile Crescent. Frontiers in Pharmacology. 2025;16.
Alam MM, Hossain MJ, Habib MA, Arafat MY, Hannan MA. Artificial intelligence integrated grid systems: Technologies, potential frameworks, challenges, and research directions. Renewable and Sustainable Energy Reviews. 2025;211.
Alkhanbouli R, Matar Abdulla Almadhaani H, Alhosani F, Simsekler MCE. The role of explainable artificial intelligence in disease prediction: a systematic literature review and future research directions. BMC Medical Informatics and Decision Making. 2025;25(1).
Annan R, Qingge L. Artificial intelligence in COVID-19 research: A comprehensive survey of innovations, challenges, and future directions. Computer Science Review. 2025;57.
Antoun I, Abdelrazik A, Eldesouky M, Li X, Layton GR, Zakkar M, et al. Artificial intelligence in atrial fibrillation: emerging applications, research directions and ethical considerations. Frontiers in Cardiovascular Medicine. 2025;12.
Arar KH, Özen H, Polat G, Turan S. Artificial intelligence, generative artificial intelligence and research integrity: a hybrid systemic review. Smart Learning Environments. 2025;12(1).
Arora VK, Aggarwal N, Rajpal S. From data to decisions: Statistical tools and Artificial Intelligence in tuberculosis Operational Research. The Indian journal of tuberculosis. 2025;72(4):455-9.
Aswathy R, Chalos VA, Suganya K, Sumathi S. Advancing miRNA cancer research through artificial intelligence: from biomarker discovery to therapeutic targeting. Medical Oncology. 2025;42(1).
Aviles-Valenzuela A, Acosta-Barreno K, Espinel-Obregoso FP, Espinoza Carrasco AS. Trends and Analysis of Artificial Intelligence Research in Latin America (2013-2023). Open Information Science. 2025;9(1).
Azmi S, Kunnathodi F, Alotaibi HF, Alhazzani W, Mustafa M, Ahmad I, et al. Harnessing Artificial Intelligence in Obesity Research and Management: A Comprehensive Review. Diagnostics. 2025;15(3).
Bahrami S, Rubulotta F. Artificial Intelligence-Driven Translation Tools in Intensive Care Units for Enhancing Communication and Research. International Journal of Environmental Research and Public Health. 2025;22(1).
Bai X, Deng Y, Yuan Z. Research advances in the application of artificial intelligence in intravascular ultrasound. Chinese Journal of Cardiology. 2025;53(8):958-61.
Bai Z, Gao P, Chu M, Han Y, Yuan S, Tang J, et al. Artificial intelligence of mineral processing process: A review of research progress. Journal of Environmental Chemical Engineering. 2025;13(5).
Bakhov I, Ishchuk N, Hrachova I, Dzhydzhora L, Strashko I. Artificial intelligence tools for automating philological text research. LatIA. 2025;3.
Balunov IO, Mikhalishchina AS, Venerin AA, Glazachev OS. Artificial Intelligence Technologies in Biomedical Research on Human Adaptation and Maladaptation to Environmental Factors. Ekologiya Cheloveka (Human Ecology). 2025;32(1):7-19.
Bejerano-Blázquez I, Familiar-Cabero M. On the Application of Artificial Intelligence and Cloud-Native Computing to Clinical Research Information Systems: A Systematic Literature Review. Information (Switzerland). 2025;16(8).
Bhagat RP, Amin SA, Sessa L, Concilio S, Piotto S, Gayen S. Cheminformatics in advancing dengue antiviral research: From conventional molecular modeling (MM) to current artificial intelligence (AI) approaches. European Journal of Medicinal Chemistry Reports. 2025;15.
Bottini M, Ryu SJ, Terander AE, Voglis S, Maldaner N, Bellut D, et al. The Ever-Evolving Regulatory Landscape Concerning Development and Clinical Application of Machine Intelligence: Practical Consequences for Spine Artificial Intelligence Research. Neurospine. 2025;22(1):134-43.
Brankovic A, Hendrie GA. Perspectives, challenges and future of artificial intelligence in personalised nutrition research. Proceedings of the Nutrition Society. 2025.
Chaturvedi A. Exploring empathy in artificial intelligence: synthesis and paths for future research. Information Discovery and Delivery. 2025;53(3):406-24.
Chen R, Zhang R, Wang J. Research and prospect of application of artificial intelligence technology in oral and maxillofacial surgery. Chinese Journal of Stomatology. 2025;60(1):88-93.
Chen X, Long X. Research progresses of ultrasound combined with artificial intelligence for evaluating hepatic fibrosis. Chinese Journal of Medical Imaging Technology. 2025;41(6):997-1000.
Cheng W, Wu X, Xiong J. Research Progress and Prospects of Minimally Invasive Surgical Instrument Segmentation Methods Based on Artificial Intelligence. Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation. 2025;49(1):15-23.
Choi J. Artificial intelligence in surgery research: Successfully implementing AI clinical decision support models. Journal of Trauma and Acute Care Surgery. 2025.
Dadaboyev SMU, Abdullayeva J, Abbosova N, Suleymenova A, Mamadjanova K. Role of artificial intelligence in employee recruitment: systematic review and future research directions. Discover Global Society. 2025;3(1).
Dalky A, Altawalbih M, Alshanik F, Khasawneh RA, Tawalbeh R, Al-Dekah AM, et al. Global Research Trends, Hotspots, Impacts, and Emergence of Artificial Intelligence and Machine Learning in Health and Medicine: A 25-Year Bibliometric Analysis. Healthcare (Switzerland). 2025;13(8).
Dhaigude AS, Kamath GB. Mapping responsible artificial intelligence in business and management: Trends, influence, and emerging research directions. Journal of Open Innovation: Technology, Market, and Complexity. 2025;11(4).
Ding Q, Yao R, Bai Y, Da L, Wang Y, Xiang R, et al. Explainable Artificial Intelligence in the Field of Drug Research. Drug Design, Development and Therapy. 2025;19:4501-16.
El Arab RA, Alkhunaizi M, Alhashem YN, Al Khatib A, Bubsheet M, Hassanein S. Artificial intelligence in vaccine research and development: an umbrella review. Frontiers in Immunology. 2025;16.
El jaouhari A, Samadhiya A, Kumar A, Luthra S. Integrating generative artificial intelligence into green logistics: A systematic review and policy-oriented research agenda. Journal of Cleaner Production. 2025;519.
El Zoghbi M, Malhotra A, Bilal M, Shaukat A. Impact of Artificial Intelligence on Clinical Research. Gastrointestinal Endoscopy Clinics of North America. 2025;35(2):445-55.
Ersoy S, Ersoy EH, Danis A, Turkoglu SA. Trends and global productivity in artificial intelligence research in clinical neurology and neuroimaging: A bibliometric analysis from 1980 to 2024. Cerebral Cortex. 2025;35(6).
Ertem-Eray T, Cheng Y. A Review of Artificial Intelligence Research in Peer-Reviewed Communication Journals. Applied Sciences (Switzerland). 2025;15(3).
Esmaili A, Rahmani A, Alijanpour A, Jayervand F, Akhondzardaini R, Sharifi MH, et al. Challenges for Ethics Review Committees in Regulating Medical Artificial Intelligence Research. Indian Journal of Surgical Oncology. 2025.
Fang J, Qin X, Zuo Y, Wang H. Breakthroughs and Perspectives of Artificial Intelligence in Turbulence Research: From Data Parsing to Physical Insights. Archives of Computational Methods in Engineering. 2025.
Ferreira ACA, Francisco MB, Pinho AFD. The Use of Artificial Intelligence in Supply Chain Management: Systematic Literature Review and Future Research Directions. IEEE Access. 2025;13:157828-41.
Fieldhouse JK, Ge J, Randhawa N, Wolking D, Genovese BN, Mazet JAK, et al. The intersection of artificial intelligence with qualitative or mixed methods for communicable disease research: a scoping review. Public Health. 2025;248.
Gangwal A, Lavecchia A. Artificial intelligence in preclinical research: enhancing digital twins and organ-on-chip to reduce animal testing. Drug Discovery Today. 2025;30(5).
George SR, Manu C, Edward M. Artificial Intelligence in Frontline Service Encounters: A Systematic Review and Research Agenda. International Journal of Consumer Studies. 2025;49(3).
Gholap AD, Omri A. Advances in artificial intelligence-envisioned technologies for protein and nucleic acid research. Drug Discovery Today. 2025;30(5).
Grootswagers P, Grootswagers T. Artificial intelligence in nutrition and ageing research – A primer on the benefits. Maturitas. 2025;200.
Hamamoto R, Komatsu M, Yamada M, Kobayashi K, Takahashi M, Miyake M, et al. Current status and future direction of cancer research using artificial intelligence for clinical application. Cancer Science. 2025;116(2):297-307.
Hang H, Wang S, Cui C, Song L, Sun A, Li M, et al. Advances and future research prospects in regulatory policies for clin-ical trials of artificial intelligence medical devices. Chinese Journal of Clinical Pharmacology and Therapeutics. 2025;30(3):427-31.
He X, Wang Y, Zhang X, Chi W, Yang W. Artificial intelligence in pathologic myopia: a review of clinical research studies. Frontiers in Medicine. 2025;12.
He YJ, Liu PL, Wei T, Liu T, Li YF, Yang J, et al. Artificial intelligence in kidney transplantation: a 30-year bibliometric analysis of research trends, innovations, and future directions. Renal Failure. 2025;47(1).
Helmefalk M, Eklund AA, Akhshik A. Integrating sensory marketing with artificial intelligence in hospitality: a future research agenda. International Journal of Contemporary Hospitality Management. 2025;37(13):149-68.
Holm S, Zambrana M, Berner JE, Tabrisi R, Landström F, Hanoon D, et al. Evaluating Artificial Intelligence's Role in Developing Research Questions in Head and Neck Reconstruction. Plastic and Reconstructive Surgery - Global Open. 2025;13(8):e7057.
Hu B, Zhang H. Advancing artificial intelligence techniques for intracranial aneurysm research and application. Chinese Journal of Medical Imaging Technology. 2025;41(1):6-8.
Hu X, Gu X, Li H, Wang H, Tang D. GLOBAL TRENDS IN ARTIFICIAL INTELLIGENCE AND SEPSIS-RELATED RESEARCH: A BIBLIOMETRIC ANALYSIS. Shock. 2025;64(1):19-26.
Hue TT, Hung TH. Impact of artificial intelligence on branding: a bibliometric review and future research directions. Humanities and Social Sciences Communications. 2025;12(1).
Hussain MA, Hussain A, Rahman MAU, Garg A, Pasha MA. A Comprehensive Review of Global Research Trends in Artificial Intelligence for Sustainable Banking. International Journal of Engineering Trends and Technology. 2025;73(7):531-42.
Irwanto I. Research trends on artificial intelligence in K-12 education in Asia: a bibliometric analysis using the Scopus database (1996–2025). Discover Artificial Intelligence. 2025;5(1).
Jiang H, Liu Z, Pan X. Research progress on artificial intelligence application in the perioperative period of cardiovascular surgery. Chinese Journal of Clinical Thoracic and Cardiovascular Surgery. 2025;32(1):54-9.
Jiang S, Tian Z, Yang Y, Li X, Zhou F, Cheng J, et al. New insights into translational research in Alzheimer's disease guided by artificial intelligence, computational and systems biology. Acta Pharmaceutica Sinica B. 2025.
Jiang Y, Ko-Wong L, Valdovinos Gutierrez I. The Feasibility and Comparability of Using Artificial Intelligence for Qualitative Data Analysis in Equity-Focused Research. Educational Researcher. 2025;54(3):153-63.
Junaid MAL. Artificial intelligence driven innovations in biochemistry: A review of emerging research frontiers. Biomolecules and Biomedicine. 2025;25(4):739-50.
K.B ID, P.M DRV. The emergence of artificial intelligence in autism spectrum disorder research: A review of neuro imaging and behavioral applications. Computer Science Review. 2025;56.
Kargbo RB. Harnessing Artificial Intelligence to Overcome Key Challenges in Psychedelic Research and Therapy. ACS Medicinal Chemistry Letters. 2025;16(1):3-7.
Kim DN, Yin T, Zhang T, Im AK, Cort JR, Rozum JC, et al. Artificial Intelligence Transforming Post-Translational Modification Research. Bioengineering. 2025;12(1).
Krueger F, Riedl R, Bartz JA, Cook KS, Gefen D, Hancock PA, et al. A call for transdisciplinary trust research in the artificial intelligence era. Humanities and Social Sciences Communications. 2025;12(1).
Kumar P, Chaudhary B, Arya P, Chauhan R, Devi S, Parejiya PB, et al. Advanced Artificial Intelligence Technologies Transforming Contemporary Pharmaceutical Research. Bioengineering. 2025;12(4).
Lareyre F, Raffort J. Artificial Intelligence in Vascular Diseases: From Clinical Practice to Medical Research and Education. Angiology. 2025.
Letafatkar N, El-Sehrawy AAMA, Prasad KDV, Alkhayyat A, Amini-Salehi E, Hasanpour M, et al. Artificial intelligence in endoscopy and colonoscopy: a comprehensive bibliometric analysis of global research trends. Frontiers in Medicine. 2025;12.
Li T, Wang M, Wang F. Anthropomorphism of Artificial Intelligence Service Agent and Consumer Responses: A Systematic Literature Review and Future Research Agenda. International Journal of Consumer Studies. 2025;49(3).
Li X, Cui Q, Shu X, Yu L, Tan Y, Li Z, et al. Artificial intelligence and digital health in vascular surgery: a 2-decade bibliometric analysis of research landscapes and evolving frontiers. Journal of Robotic Surgery. 2025;19(1).
Li X, Wei Q, Wang T, Rukonge PA, Sheng Y, Yu G. Narrative review of the application of artificial intelligence-related technologies in the diagnosis of pulmonary nodules with recommendations for clinical practice and future research. Journal of Thoracic Disease. 2025;17(8):6326-38.
Li Y, Soh KL, Sun F, Wei L, Saidi HI, Soh KG. Global research trends on artificial intelligence in psychological interventions for stroke survivors: a bibliometric and visualized analysis (2000–2024). Frontiers in Psychology. 2025;16.
Li Y, Zhang L, Liu H, Li Y, Liu Z. Research progress of artificial intelligence and machine learning in pulmonary embolism. Frontiers in Medicine. 2025;12.
Li Z, Jin F, Guo H, Tian X, Ran Y, Bai X. Research status and application progresses of artificial intelligence combined with imaging in total knee arthroplasty. Chinese Journal of Medical Imaging Technology. 2025;41(1):152-5.
Liang Y, Zhu M, Zhai Y, Li M. Research progress of artificial intelligence in endoscopic diagnosis and treatment for biliopancreatic diseases. Chinese Journal of Digestive Endoscopy. 2025;42(8):660-4.
Liao W, Xu X. Progress in the application research of cervical cancer screening developed by artificial intelligence in large populations. Discover Oncology. 2025;16(1).
Lim B, Seth I, Cevik J, Mu X, Sofiadellis F, Cuomo R, et al. Artificial Intelligence Tools in Surgical Research: A Narrative Review of Current Applications and Ethical Challenges. Surgeries (Switzerland). 2025;6(3).
Lin H, Deng X, Song D. Research trends of global artificial intelligence application in obstetrics and gynecology from 1999 to 2025: a bibliometric analysis based on web of science. Journal of Robotic Surgery. 2025;19(1).
Linardon J. Navigating the Future of Psychiatry: A Review of Research on Opportunities, Applications, and Challenges of Artificial Intelligence. Current Treatment Options in Psychiatry. 2025;12(1).
Lisik D, Basna R, Dinh T, Hennig C, Shah SA, Wennergren G, et al. Artificial intelligence in pediatric allergy research. European Journal of Pediatrics. 2025;184(1).
Liu C, Fang Z, Shao Z, Yu R, Gao W. Clinical application and research progress of artificial intelligence-assisted diagnosis of pulmonary nodules. Chinese Journal of Clinical Thoracic and Cardiovascular Surgery. 2025;32(6):846-54.
Liu S, Zhang J, Tan Z, Zhou B. Artificial intelligence in head and neck cancer: a bibliometric analysis of research landscape, emerging trends, and challenges. Frontiers in Oncology. 2025;15.
Loftus TJ, Haider A, Upchurch GR. Practical Guide to Artificial Intelligence, Chatbots, and Large Language Models in Conducting and Reporting Research. JAMA Surgery. 2025;160(5):588-9.
Lu B, Chen Q, Zhang J. Research progress of artificial intelligence in the diagnosis, treatment and prognosis of retinal detachment. International Eye Science. 2025;25(3):434-9.
Lu XZ, Liao WJ, Gu DL, Xu Z, Zheng Z. RESEARCH PROGRESS ON BUILDING STRUCTURAL DESIGN METHODS: FROM SIMULATION-BASED TO ARTIFICIAL INTELLIGENCE-BASED. Gongcheng Lixue/Engineering Mechanics. 2025;42(3):1-17.
Luo H, Chen X, Si J, Li J, Wang Y, Li X, et al. Research progresses of artificial intelligence in imaging diagnosis of children developmental dysplasia of hip. Chinese Journal of Medical Imaging Technology. 2025;41(1):160-3.
Luo Z, Lv J, Zou K. A bibliometric analysis of artificial intelligence research in critical illness: a quantitative approach and visualization study. Frontiers in Medicine. 2025;12.
Madanchian M, Taherdoost H. The impact of artificial intelligence on research efficiency. Results in Engineering. 2025;26.
Mahale Y, Kolhar S, More AS. A comprehensive review on artificial intelligence driven predictive maintenance in vehicles: technologies, challenges and future research directions. Discover Applied Sciences. 2025;7(4).
Malja SN, Afrasiabi H. Artificial intelligence and society: mapping the research through a systematic review. AI and Society. 2025.
Mansfield KL, Ghai S, Hakman T, Ballou N, Vuorre M, Przybylski AK. From social media to artificial intelligence: improving research on digital harms in youth. The Lancet Child and Adolescent Health. 2025;9(3):194-204.
Marwan-Abu-Taha A. Elevating Research and Careers in the Development of Safer Drugs through Artificial Intelligence. Chemical Research in Toxicology. 2025;38(3):365-8.
McIntosh TR, Susnjak T, Liu T, Watters P, Xu D, Liu D, et al. From Google Gemini to OpenAI Q* (Q-Star): A Survey on Reshaping the Generative Artificial Intelligence (AI) Research Landscape. Technologies. 2025;13(2).
Medel-Matus JS, Santana-Gomez C, Escalante RG, Duncan D, Viana PF, Cereda GS, et al. Artificial intelligence in preclinical epilepsy research: Current state, potential, and challenges. Epilepsia Open. 2025.
Miller T, Michoński G, Durlik I, Kozlovska P, Biczak P. Artificial Intelligence in Aquatic Biodiversity Research: A PRISMA-Based Systematic Review. Biology. 2025;14(5).
Mostafaei H, Kordnoori S, Ostadrahimi M, Banihashemi SSA. Applications of artificial intelligence in global diplomacy: A review of research and practical models. Sustainable Futures. 2025;9.
Muller SHA, van Rijssel TI, van Thiel GJMW. Diffused responsibilities in technology-driven health research: The case of artificial intelligence systems in decentralized clinical trials. Drug Discovery Today. 2025;30(2).
Mumi A, Ngammoh N, Suwanpakdee A. The nexus of artificial intelligence and entrepreneurship research: Bibliometric analysis. Sustainable Futures. 2025;9.
Munir F, Chopra H, Nasir MH, Simhachalam LV, Anis ZB, Bano S, et al. Artificial intelligence in globesity research: diagnosis, treatment, and prevention solutions for a healthier world with future recommendations. International Journal of System Assurance Engineering and Management. 2025;16(7):2406-25.
Muria-Tarazón JC, Oltra-Gutiérrez JV, Oltra-Badenes R, Escobar-Román S. Uncovering Research Trends on Artificial Intelligence Risk Assessment in Businesses: A State-of-the-Art Perspective Using Bibliometric Analysis. Applied Sciences (Switzerland). 2025;15(3).
Nankya H, Mathews D, Ferryman K, Kane O, Ali J. Community engagement for artificial intelligence health research in Africa. Wellcome Open Research. 2025;10.
Naskar S, Sharma S, Kuotsu K, Halder S, Pal G, Saha S, et al. The biomedical applications of artificial intelligence: an overview of decades of research. Journal of Drug Targeting. 2025;33(5):717-48.
Okafor CC, Otunomo FA, Nnadi VE, Nzekwe CA, Nwoye AV, Ajaero CC. Artificial intelligence in environmental research: bibliometric, text mining and content analysis. Discover Artificial Intelligence. 2025;5(1).
Omodan BI. Redefining the role of supervisors in the era of artificial intelligence: implications for hybrid postgraduate research governance. Cogent Education. 2025;12(1).
Onciul R, Tataru CI, Dumitru AV, Crivoi C, Serban M, Covache-Busuioc RA, et al. Artificial Intelligence and Neuroscience: Transformative Synergies in Brain Research and Clinical Applications. Journal of Clinical Medicine. 2025;14(2).
Ou J, Holve E. Advancing methodological development of artificial intelligence in patient-centered comparative clinical effectiveness research: Patient-Centered Outcomes Research Institute's unique contribution to research done differently. JAMIA Open. 2025;8(4).
Ozcan A, Coudert FX, Rogge SMJ, Heydenrych G, Fan D, Sarikas AP, et al. Artificial Intelligence Paradigms for Next-Generation Metal-Organic Framework Research. Journal of the American Chemical Society. 2025;147(27):23367-80.
Paliwal A, Alam MA, Sharma P, Jain S, Dhoundiyal S. Revolutionizing Cancer Research and Drug Discovery: The Role of Artificial Intelligence and Machine Learning. Current Cancer Therapy Reviews. 2025;21(3):362-72.
Pan M, Huang R, Liu C, Xiong Y, Li N, Peng H, et al. Application of artificial intelligence in palliative care: a bibliometric analysis of research hotspots and trends. Frontiers in Medicine. 2025;12.
Pan Y, Huang Y, Xu G. Research progress of artificial intelligence in predicting the composition of kidney stones. Chinese Journal of Urology. 2025;46(2):157-60.
Papagiannidis E, Mikalef P, Conboy K. Responsible artificial intelligence governance: A review and research framework. Journal of Strategic Information Systems. 2025;34(2).
Perez RDA, Garcia RL. Artificial intelligence in orthopedic research assistance: a resident’s perspective. Musculoskeletal Surgery. 2025.
Perr-Sauer J, Ugirumurera J, Gafur J, Bensen EA, Nguyen T, Paul S, et al. Applications of explainable artificial intelligence in renewable energy research. Energy Reports. 2025;14:2217-35.
Petrušić I, Chiang CC, Garcia-Azorin D, Ha WS, Ornello R, Pellesi L, et al. Influence of next-generation artificial intelligence on headache research, diagnosis and treatment: the junior editorial board members’ vision – part 2. Journal of Headache and Pain. 2025;26(1).
Qi W, Niu F. Research progress on the application of artificial intelligence in craniomaxillofacial surgery. Chinese Journal of Plastic Surgery. 2025;41(7):761-5.
Rajak D, Nema P, Sahu A, Vishwakarma S, Kashaw SK. Advancement in hepatocellular carcinoma research: Biomarkers, therapeutics approaches and impact of artificial intelligence. Computers in Biology and Medicine. 2025;198.
Raut S, Hossain NUI, Kouhizadeh M, Fazio SA. Application of artificial intelligence in circular economy: A critical analysis of the current research. Sustainable Futures. 2025;9.
Reeyazati A, Samizadeh R. Targeted and Personalized Online Advertising in the Age of Artificial Intelligence (AI): A Literature Review and Research Agenda. International Journal of Supply and Operations Management. 2025;12(1):105-22.
Reis FJJ, Neves GDA, Carvalho MBLD, Nogueira LC, Meziat-Filho N, Medeiros FC, et al. Mapping global research on artificial intelligence in physical therapy: a bibliometric analysis from 1990 to 2023. European Journal of Physiotherapy. 2025.
Rizzi S, Saroglia G, Kalemi V, Rimoldi S, Terova G. Artificial Intelligence in Microbiome Research and Beyond: Connecting Human Health, Animal Husbandry, and Aquaculture. Applied Sciences (Switzerland). 2025;15(17).
Roy S, Nagaraj K, Mittal A, Shah FC, Raja K. Artificial Intelligence in Virtual Screening: Transforming Drug Research and Discovery—A Review. Journal of Bio-X Research. 2025;8.
Ruksakulpiwat S, Phianhasin L, Benjasirisan C, Su T, Riangkam C, Thorngthip S, et al. Artificial Intelligence in Nursing Research: A Systematic Review of Applications, Benefits, and Challenges. International Nursing Review. 2025;72(3).
Sahar R, Munawaroh M. Artificial intelligence in higher education with bibliometric and content analysis for future research agenda. Discover Sustainability. 2025;6(1).
Scuricini A, Ramoni D, Liberale L, Montecucco F, Carbone F. The role of artificial intelligence in cardiovascular research: Fear less and live bolder. European Journal of Clinical Investigation. 2025;55(S1).
Sequí-Sabater JM, Benavent D. Artificial intelligence in rheumatology research: what is it good for? RMD Open. 2025;11(1).
Shahverdi N, Saffari A, Amiri B. A systematic review of artificial intelligence and machine learning in energy sustainability: Research topics and trends. Energy Reports. 2025;13:5551-78.
Shao Q, Fan S, Zhang Z, Liu F, Fu Z, Lv P, et al. Artificial Intelligence in Cable Fault Detection and Localization: Recent Advances and Research Challenges. Energies. 2025;18(14).
Shaw I, Ali YS, Nie C, Zhang K, Chen C, Xiao Y. Integrating Artificial Intelligence and Microfluidics Technology for Psoriasis Therapy: A Comprehensive Review for Research and Clinical Applications. Advanced Intelligent Systems. 2025;7(4).
Shi J, Yuan H, Guan J, Wang Z, Shang L. A Bibliometric Analysis of the Artificial Intelligence Application in Air Pollution (2007–2023): Evolution of Hotspots and Research Trends. Aerosol Science and Engineering. 2025.
Silva-Sousa T, Nakanishi Usuda J, Al-Arawe N, Hinterseher I, Catar R, Luecht C, et al. Artificial intelligence and systems biology analysis in stem cell research and therapeutics development. Stem Cells Translational Medicine. 2025;14(10).
Silverman AL, Shung D, Stidham RW, Kochhar GS, Iacucci M. How Artificial Intelligence Will Transform Clinical Care, Research, and Trials for Inflammatory Bowel Disease. Clinical Gastroenterology and Hepatology. 2025;23(3):428-39.e4.
Silvestre-Barbosa Y, Castro VT, Di Carvalho Melo L, Reis PED, Leite AF, Ferreira EB, et al. Worldwide research trends on artificial intelligence in head and neck cancer: a bibliometric analysis. Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology. 2025;140(1):64-78.
Sobreira V. An Overview of the Artificial Intelligence History and its Applications in Historical Research. Varia Historia. 2025;41.
Song X, Liu K, Su J. Research advances in the pathological diagnosis of melanocytic tumors with artificial intelligence. Chinese Journal of Pathology. 2025;54(1):87-92.
Tan X, Peng Z, Cheng Y, Wang Y, Chao Q, Huang X, et al. Leveraging artificial intelligence for research and action on climate change: opportunities, challenges, and future directions. Science Bulletin. 2025;70(17):2886-93.
Tang Q, Chi X, Shen Z, Chen R, Che J. Research Progress and Application of Virtual Screening Driven by Artificial Intelligence in Drug Discovery. Chinese Journal of Modern Applied Pharmacy. 2025;42(5):838-54.
Tang S, Zhao S. Research Progress and Clinical Implications of Generative Artificial Intelligence in Perinatal Health Care for Advanced Maternal Age Pregnant Women. International Journal of Women's Health. 2025;17:3077-85.
Teodosio B, Wasantha PLP, Yaghoubi E, Guerrieri M, van Staden R, Fragomeni S. Application of Artificial Intelligence in Reactive Soil Research: A Scientometric Analysis. Geotechnical and Geological Engineering. 2025;43(4).
To WM, Yu BTW. Artificial Intelligence Research in Tourism and Hospitality Journals: Trends, Emerging Themes, and the Rise of Generative AI. Tourism and Hospitality. 2025;6(2).
Tran HHV, Thu A, Twayana AR, Fuertes A, Gonzalez M, Basta M, et al. The Role of Generative Artificial Intelligence and Large Language Models in Atrial Fibrillation: Clinical Research and Decision Support. Cardiology in Review. 2025.
Tuo Y, Wu J, Zhao J, Si X. Artificial intelligence in tourism: insights and future research agenda. Tourism Review. 2025;80(4):793-812.
Van Biesen W, Ponikvar JB, Fontana M, Heering P, Sever MS, Sawhney S, et al. Ethical considerations on the use of big data and artificial intelligence in kidney research from the ERA ethics committee. Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association. 2025;40(3):455-64.
Vishwakarma LP, Singh RK, Mishra R, Kumari A. Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions. International Journal of Production Research. 2025;63(2):822-44.
Wang J, Lu Q, Liu C, Wang H, Bai H, Yang Y, et al. Research progress and controversy of traditional and artificial intelligence-assisted ultrasound in diagnosing DDH in children aged 0-6 months. Chinese Journal of Orthopaedics. 2025;45(2):119-25.
Wang Q, Zhou X, Wu J, Miao W, Shen B, Shi R. Research progress of artificial intelligence in the early screening, diagnosis, precise treatment and prognosis prediction of three central gynecological malignancies. Frontiers in Oncology. 2025;15.
Wang X, Jia Q, Liang L, Zhou W, Yang W, Mu J. Artificial intelligence in ADHD: a global perspective on research hotspots, trends and clinical applications. Frontiers in Human Neuroscience. 2025;19.
Wei Z, Shi Z, Zhang LJ. Research progresses of artificial intelligence in CT angiography for evaluating intracranial aneurysm. Chinese Journal of Medical Imaging Technology. 2025;41(1):25-8.
Wilczok D. Deep learning and generative artificial intelligence in aging research and healthy longevity medicine. Aging. 2025;17(1):251-75.
Wu J, Mo Z, Gao X, Xin W, Shi W, Park J. Artificial intelligence assisted wearable flexible sensors for sports: research progress in technology integration and application. International Journal of Smart and Nano Materials. 2025;16(3):510-48.
Wu M, Wei Z, Zhao Y, He Q. Recent Applications of Theoretical Calculations and Artificial Intelligence in Solid-State Electrolyte Research: A Review. Nanomaterials. 2025;15(3).
Wu Y, Zhang W. Research progress of artificial intelligence in precision diagnosis and treatment of liver cancer. China Journal of General Surgery. 2025;34(1):33-9.
Wyles CC, Saniei S, Mulford KL, Girod MM, Taunton MJ. Reporting Guidelines for Artificial Intelligence Use in Orthopaedic Surgery Research. Journal of Arthroplasty. 2025;40(10):2737-43.e1.
Xie KJ, Yan YB, Lin JC, Lei W. Research advances in artificial intelligence assisted diagnosis of scoliosis in children. Orthopedic Journal of China. 2025;33(5):459-63.
Xu J, Xu L, Liu J, Ding H, Wang Q. Research progress of artificial intelligence empowered quantum communication and quantum sensing systems*. Wuli Xuebao/Acta Physica Sinica. 2025;74(12).
Xu L, Lang D, Wang X. Research progress in the application of artificial intelligence technology in healthcare-associated infection prevention and control. Chinese Journal of Infection Control. 2025;24(7):1019-26.
Xu L, Zou J, Sun C, Chen G, Gao S. The global academic distribution and changes in research hotspots of artificial intelligence in inflammatory bowel disease since 2000. Frontiers in Medicine. 2025;12.
Yan J, Leidner DE, Balozian P, Eduardo VC, Ionescu R. Workplace cyberbullying: A multidisciplinary review and agenda for future research in the era of artificial intelligence. International Journal of Information Management. 2025;83.
Yan S, Lu Y, Xu D, Ouyang Z. Research on interdisciplinary issues of artificial intelligence medical devices. Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi. 2025;42(3):520-7.
Yan S, Peng W, Cheng M, Yang W, Wu Y. Artificial intelligence for lymph node metastasis prediction in gastric cancer: research progress. Chinese Journal of Gastrointestinal Surgery. 2025;28(1):95-102.
Yang L, Wang H, Zou M, Chai H, Xia Z. Artificial intelligence-driven plant bio-genomics research: a new era. Tropical Plants. 2025;4(1).
Yang L, Wang X, Zhang S, Cao K, Yang J. Research progress on artificial intelligence technology-assisted diagnosis of thyroid diseases. Frontiers in Oncology. 2025;15.
Yang Y, Du J, Yang C, Ma H. Research progress in mechanism models and artificial intelligence models for protein expression systems. Shengwu Gongcheng Xuebao/Chinese Journal of Biotechnology. 2025;41(3):1079-97.
Yang Y, Liao X, Ma H. Research progress of artificial intelligence in the diagnosis and treatment of polypoidal choroidal vasculopathy. International Eye Science. 2025;25(3):416-21.
Yao L, Huang X, Chen H, Liu P. Advances and perspectives in artificial intelligence-empowered electromagnetic protection materials research. Qiangjiguang Yu Lizishu/High Power Laser and Particle Beams. 2025;37(8).
Yasin YM, Al-Hamad A, Metersky K, Kehyayan V. Incorporation of artificial intelligence into nursing research: A scoping review. International Nursing Review. 2025;72(1).
Yates J, Van Allen EM. New horizons at the interface of artificial intelligence and translational cancer research. Cancer Cell. 2025;43(4):708-27.
Yeganegi M, Danaei M, Azizi S, Jayervand F, Bahrami R, Dastgheib SA, et al. Research advancements in the Use of artificial intelligence for prenatal diagnosis of neural tube defects. Frontiers in Pediatrics. 2025;13.
Yenduri G, Murugan R, Kumar Reddy Maddikunta P, Bhattacharya S, Sudheer D, Bhushan Savarala B. Artificial General Intelligence: Advancements, Challenges, and Future Directions in AGI Research. IEEE Access. 2025;13:134325-56.
Yevu SK, Blay KB, Ayinla K, Hadjidemetriou G. Artificial intelligence in offsite and modular construction research. Automation in Construction. 2025;171.
Yu L, Mei J. Research progress of artificial intelligence in the precision diagnosis and treatment of adenomyosis. Chinese Journal of Reproduction and Contraception. 2025;45(8):837-40.
Yu W, Ouyang Z, Zhang Y, Lu Y, Wei C, Tu Y, et al. Research progress on the artificial intelligence applications in food safety and quality management. Trends in Food Science and Technology. 2025;156.
Yuan J, Wang JB, Chen X, Huang X, Zhang AX, Cui AQ. Research progress on application of artificial intelligence in ultra-high performance concrete. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition). 2025;55(3):771-89.
Zeng F, Zhang M, Law CL, Lin J. Harnessing artificial intelligence for advancements in Rice / wheat functional food Research and Development. Food Research International. 2025;209.
Zhan Y, Hao Y, Wang X, Guo D. Advances of artificial intelligence in clinical application and scientific research of neuro-oncology: Current knowledge and future perspectives. Critical Reviews in Oncology/Hematology. 2025;209.
Zhang C, Qi Y, Wang S, Cui L. Application and research progress of artificial intelligence in macular disease. International Eye Science. 2025;25(7):1094-8.
Zhang DE, He T, Shi T, Huang K, Peng A. Trends in the research and development of peptide drug conjugates: artificial intelligence aided design. Frontiers in Pharmacology. 2025;16.
Zhang M, Wan Y, Wang J, Li S, Li H. Artificial intelligence and computational methods in human metabolism research: A comprehensive survey. Journal of Pharmaceutical Analysis. 2025;15(8).
Zhang P, Zhang Q, Hu X, Chi W, Yang W. Research Progress in Artificial Intelligence for Central Serous Chorioretinopathy: A Systematic Review. Ophthalmology and Therapy. 2025;14(9):2083-107.
Zhang S, Guo P, Yuan Y, Ji Y. Anxiety or engaged? Research on the impact of technostress on employees' innovative behavior in the era of artificial intelligence. Acta Psychologica. 2025;259.
Zhang S, Li Y, Liu W, Chu Q, Wang S, Li J, et al. A decade of review in global regulation and research of artificial intelligence medical devices (2015–2025). Frontiers in Medicine. 2025;12.
Zhang W, Dong D. Research progress of application of artificial intelligence in imaging evaluation of sarcopenia. Chinese Journal of Radiology. 2025;59(7):827-32.
Zhang Y, Du L, Chen D. Research progress of artificial intelligence in obstetrics. Chinese Journal of Perinatal Medicine. 2025;28(3):258-60.
Zhang Y, Yu L, Lv Y, Yang T, Guo Q. Artificial intelligence in neurodegenerative diseases research: a bibliometric analysis since 2000. Frontiers in Neurology. 2025;16.
Zhang Z, Yan J, Zhang D, Jisun K, Yan D. Research hotspots and emerging trends of artificial intelligence in the clinical management of mild cognitive impairment A bibliometric and evidence-based analysis. Medicine (United States). 2025;104(36).
Zhao C, Xu Y, Li R, Li H, Zhang M. Artificial intelligence in ADHD assessment: a comprehensive review of research progress from early screening to precise differential diagnosis. Frontiers in Artificial Intelligence. 2025;8.
Zheng B, Zhu Z, Liang Y, Guo C, Liu H. A 20-year research trend analysis of the artificial intelligence on scoliosis using bibliometric methods. Frontiers in Pediatrics. 2025;13.
Zheng Y, Xu H, Li Z, Li L, Yu Y, Jiang P, et al. Artificial Intelligence-Driven Approaches in Semiconductor Research. Advanced Materials. 2025;37(35).
Zhou L, Geng K, Yu C. Mapping Artificial Intelligence Research Trends in Critical Care Nursing: A Bibliometric Analysis. Journal of Multidisciplinary Healthcare. 2025;18:2799-811.
Zhou S, Xie Y, Feng X, Li Y, Shen L, Chen Y. Artificial intelligence in gastrointestinal cancer research: Image learning advances and applications. Cancer Letters. 2025;614.
Zhou S, Zhang J, Tian W, Chen Z, Feng X, Zhao Z, et al. Research and application progress of generative artificial intelligence diffusion model in meteorology. Transactions of Atmospheric Sciences. 2025;48(3):515-28.
Zhu Y, Zhang S, Tang S, Gao Q. Research Progress and Applications of Artificial Intelligence in Agricultural Equipment. Agriculture (Switzerland). 2025;15(15).
Abbott EE, Apakama D, Richardson LD, Chan L, Nadkarni GN. Leveraging Artificial Intelligence and Data Science for Integration of Social Determinants of Health in Emergency Medicine: Scoping Review. JMIR Medical Informatics. 2024;12.
Aguilar-Esteva V, Acosta-Banda A, Carreño Aguilera R, Patiño Ortiz M. Sustainable Social Development through the Use of Artificial Intelligence and Data Science in Education during the COVID Emergency: A Systematic Review Using PRISMA. Sustainability (Switzerland). 2023;15(8).
Danelakis A, Stubberud A, Tronvik E, Matharu M. The Emerging Clinical Relevance of Artificial Intelligence, Data Science, and Wearable Devices in Headache: A Narrative Review. Life. 2025;15(6).
Federico CA, Trotsyuk AA. Biomedical Data Science, Artificial Intelligence, and Ethics: Navigating Challenges in the Face of Explosive Growth. Annual Review of Biomedical Data Science. 2024;7(1):1-14.
Gómez Cano CA. The role of artificial intelligence and big data in health sciences research: Review of advances and educational perspectives. Seminars in Medical Writing and Education. 2022;1.
Gruson D, Helleputte T, Rousseau P, Gruson D. Data science, artificial intelligence, and machine learning: Opportunities for laboratory medicine and the value of positive regulation. Clinical Biochemistry. 2019;69:1-7.
Hameed BMZ, Prerepa G, Patil V, Shekhar P, Zahid Raza S, Karimi H, et al. Engineering and clinical use of artificial intelligence (AI) with machine learning and data science advancements: radiology leading the way for future. Therapeutic Advances in Urology. 2021;13.
Mainali S, Park S. Artificial Intelligence and Big Data Science in Neurocritical Care. Critical Care Clinics. 2023;39(1):235-42.
Peña-Guerrero J, Nguewa PA, García-Sosa AT. Machine learning, artificial intelligence, and data science breaking into drug design and neglected diseases. Wiley Interdisciplinary Reviews: Computational Molecular Science. 2021;11(5).
Raschka S, Patterson J, Nolet C. Machine learning in python: Main developments and technology trends in data science, machine learning, and artificial intelligence. Information (Switzerland). 2020;11(4).
Ribeiro L, Raison N. Making the most of clinical fellowships – robotics, data science and artificial intelligence. Surgery (United Kingdom). 2025;43(3):166-70.
Scully JR, Balachandran PV. Future frontiers in corrosion science and engineering, Part III: The next “leap ahead” in corrosion control may be enabled by data analytics and artificial intelligence. Corrosion. 2019;75(12):1395-7.
Silveira RF, Lima AL, Gross IP, Gelfuso GM, Gratieri T, Cunha-Filho M. The role of artificial intelligence and data science in nanoparticles development: a review. Nanomedicine. 2024;19(14):1271-83.
Sohail A. Genetic Algorithms in the Fields of Artificial Intelligence and Data Sciences. Annals of Data Science. 2023;10(4):1007-18.
Wang M, Sushil M, Miao BY, Butte AJ. Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data. Journal of the American Medical Informatics Association. 2023;30(7):1323-32.
Ward TM, Mascagni P, Madani A, Padoy N, Perretta S, Hashimoto DA. Surgical data science and artificial intelligence for surgical education. Journal of Surgical Oncology. 2021;124(2):221-30.
Yang F, Zuo R, Kreuzer OP. Artificial intelligence for mineral exploration: A review and perspectives on future directions from data science. Earth-Science Reviews. 2024;258.
Yang S, Liu J, Jin F, Lu Y. Integration of artificial intelligence and big data in materials science: New paradigms and scientific discoveries. Kexue Tongbao/Chinese Science Bulletin. 2024;69(32):4730-47.
Zabala-Vargas S, Jaimes-Quintanilla M, Jimenez-Barrera MH. Big Data, Data Science, and Artificial Intelligence for Project Management in the Architecture, Engineering, and Construction Industry: A Systematic Review. Buildings. 2023;13(12).
Wu CC, Islam MM, Poly TN, Weng YC. Artificial Intelligence in Kidney Disease: A Comprehensive Study and Directions for Future Research. Diagnostics. 2024;14(4).
Wu D, Huang X, Chen L, Hou P, Liu L, Yang G. Integrating artificial intelligence in strabismus management: current research landscape and future directions. Experimental Biology and Medicine. 2024;249.
Wu X, Li W, Tu H. Big data and artificial intelligence in cancer research. Trends in Cancer. 2024;10(2):147-60.
Xiong DD, He RQ, Huang ZG, Wu KJ, Mo YY, Liang Y, et al. Global bibliometric mapping of the research trends in artificial intelligence-based digital pathology for lung cancer over the past two decades. Digital Health. 2024;10.
Xu M, Chen Y, Wu T, Chen Y, Zhuang W, Huang Y, et al. Global research trends in the application of artificial intelligence in oncology care: a bibliometric study. Frontiers in Oncology. 2024;14.
Yang JS, Tsai SC, Hsu YM, Bau DT, Tsai CW, Chang WS, et al. Integrating natural product research laboratory with artificial intelligence: Advancements and breakthroughs in traditional medicine. BioMedicine (Taiwan). 2024;14(4):1-14.
Yang L, Li Q, Chen Q, Ma H, Risa H, Lin D, et al. Research progress of artificial intelligence in the diagnosis of glaucoma. Recent Advances in Ophthalmology. 2023;43(6):500-4.
Yao X, Kumar MV, Su E, Flores Miranda A, Saha A, Sussman J. Evaluating the efficacy of artificial intelligence tools for the automation of systematic reviews in cancer research: A systematic review. Cancer Epidemiology. 2024;88.
Yap JR, Aruthanan T, Chin M. Artificial Intelligence in Dyslexia Research and Education: A Scoping Review. IEEE Access. 2025;13:7123-34.
Ying JN, Li H, Zhang YY, Li WD, Yi QY. Application and progress of artificial intelligence technology in the segmentation of hyperreflective foci in OCT images for ophthalmic disease research. International Journal of Ophthalmology. 2024;17(6):1138-43.
Yingchun L, Bin Y. Research progress on the application of artificial intelligence in liver transplantation. Organ Transplantation. 2024;15(6):883-8.
Yu H, Wang J. Research progresses of artificial intelligence in pediatric osteoarticular imaging. Chinese Journal of Medical Imaging Technology. 2024;40(9):1299-302.
Zadeh Shirazi A, Tofighi M, Gharavi A, Gomez GA. The Application of Artificial Intelligence to Cancer Research: A Comprehensive Guide. Technology in Cancer Research and Treatment. 2024;23.
Zhang C, Xu J, Tang R, Yang J, Wang W, Yu X, et al. Novel research and future prospects of artificial intelligence in cancer diagnosis and treatment. Journal of Hematology and Oncology. 2023;16(1).
Zhang D, Zhang B, Ye Y, Lu X. Research progresses of artificial intelligence in MRI of lumbar degenerative diseases. Chinese Journal of Medical Imaging Technology. 2024;40(8):1266-9.
Zhang K, Zhao Q, Zeng H, Zhu H. Current research and application status of artificial intelligence‑assisted auscultation technology. Chinese Journal of Cardiology. 2023;51(6):670-6.
Zhang L, Guo W, Lv C, Guo M, Yang M, Fu Q, et al. Advancements in artificial intelligence technology for improving animal welfare: Current applications and research progress. Animal Research and One Health. 2024;2(1):93-109.
Zhang L, Zhang M, Mujumdar AS, Chen Y. From farm to market: Research progress and application prospects of artificial intelligence in the frozen fruits and vegetables supply chain. Trends in Food Science and Technology. 2024;153.
Zhang Y, Ma W, Huang Z, Liu K, Feng Z, Zhang L, et al. Research and application of omics and artificial intelligence in cancer. Physics in medicine and biology. 2024;69(21).
Zhao T, Wu S, Wu Z. Research progresses of radiomics and artificial intelligence for renal tumors. Chinese Journal of Medical Imaging Technology. 2025;41(6):1001-4.
Zhao Y, Wan Y, Liu Z. Research progress of artificial intelligence in the clinical diagnosis of Parkinson′s disease. Chinese Journal of Neurology. 2024;57(12):1389-93.
Zhao Z, Hu B, Xu K, Jiang Y, Xu X, Liu Y. A quantitative analysis of artificial intelligence research in cervical cancer: a bibliometric approach utilizing CiteSpace and VOSviewer. Frontiers in Oncology. 2024;14.
Zheng L, Yang Y. Research perspectives and trends in Artificial Intelligence-enhanced language education: A review. Heliyon. 2024;10(19).
Zheng Q, Liu F, Xu S, Hu J, Lu H, Liu T. Artificial intelligence empowering research on loneliness, depression and anxiety — Using Covid-19 as an opportunity. Journal of Safety Science and Resilience. 2023;4(4):396-409.
Zhou D, Liu Y, Wang X, Wang F, Jia Y. Research Progress of Photovoltaic Power Prediction Technology Based on Artificial Intelligence Methods. Energy Engineering: Journal of the Association of Energy Engineering. 2024;121(12):3573-616.
Zhou Q, Sheu JB. The use of Generative Artificial Intelligence (GenAI) in operations research: review and future research agenda. Journal of the Operational Research Society. 2025.
Zhou S, Wang Y, Yang J, Gao C, Fu S. Research Progress in Orbital Angular Momentum Recognition for Laser Beams Based on Artificial Intelligence (Invited). Guangxue Xuebao/Acta Optica Sinica. 2024;44(14).
Zhou Y, Xiao F. Overview: A glimpse of the latest advances in artificial intelligence and big data geoscience research. Earth Science Frontiers. 2024;31(4):1-6.
Zhu JZ, Li J, Zhang J. Research on the application Status of artificial intelligence in pharmaceutical field based on patent analysis. Chinese Journal of New Drugs. 2024;33(18):1857-65.
Zou LM, Xu KT, Wang YN. Research advances and applications of artificial intelligence in cardiac CT. Meta-Radiology. 2024;2(4).
Zsidai B, Kaarre J, Narup E, Hamrin Senorski E, Pareek A, Grassi A, et al. A practical guide to the implementation of artificial intelligence in orthopaedic research—Part 2: A technical introduction. Journal of Experimental Orthopaedics. 2024;11(3).
Petrušić I, Ha WS, Labastida-Ramirez A, Messina R, Onan D, Tana C, et al. Influence of next-generation artificial intelligence on headache research, diagnosis and treatment: the junior editorial board members’ vision – part 1. Journal of Headache and Pain. 2024;25(1).
Qu M, Xu Y, Lu L. Global research evolution and frontier analysis of artificial intelligence in brain injury: A bibliometric analysis. Brain Research Bulletin. 2024;209.
Ramezani M, Takian A, Bakhtiari A, Rabiee HR, Ghazanfari S, Sazgarnejad S. Research agenda for using artificial intelligence in health governance: interpretive scoping review and framework. BioData Mining. 2023;16(1).
Ranson JM, Bucholc M, Lyall D, Newby D, Winchester L, Oxtoby NP, et al. Harnessing the potential of machine learning and artificial intelligence for dementia research. Brain Informatics. 2023;10(1).
Rasoulzadeh Aghdam S, Bababei Morad B, Ghasemzadeh B, Irani M, Huovila A. Social smart city research: interconnections between participatory governance, data privacy, artificial intelligence and ethical sustainable development. Frontiers in Sustainable Cities. 2024;6.
Rezaee-Zavareh MS, Kim N, Yeo YH, Kim H, Lee JM, Sirlin CB, et al. Artificial intelligence in liver cancer research: a scientometrics analysis of trends and topics. Frontiers in Oncology. 2024;14.
Riley BK, Dixon A. Emotional and cognitive trust in artificial intelligence: A framework for identifying research opportunities. Current Opinion in Psychology. 2024;58.
Rjab AB, Mellouli S, Corbett J. Barriers to artificial intelligence adoption in smart cities: A systematic literature review and research agenda. Government Information Quarterly. 2023;40(3).
Rogers MP, Janjua HM, Walczak S, Baker M, Read M, Cios K, et al. Artificial Intelligence in Surgical Research: Accomplishments and Future Directions. American Journal of Surgery. 2024;230:82-90.
Salybekov AA, Wolfien M, Hahn W, Hidaka S, Kobayashi S. Artificial Intelligence Reporting Guidelines’ Adherence in Nephrology for Improved Research and Clinical Outcomes. Biomedicines. 2024;12(3).
Shah WS, Elkhwesky Z, Jasim KM, Elkhwesky EFY, Elkhwesky FFY. Artificial intelligence in healthcare services: past, present and future research directions. Review of Managerial Science. 2024;18(3):941-63.
Sharma H, Ruikar M. Artificial intelligence at the pen’s edge: Exploring the ethical quagmires in using artificial intelligence models like ChatGPT for assisted writing in biomedical research. Perspectives in Clinical Research. 2024;15(3):108-15.
Sheng K, He Y, Du M, Jiang G. The Application Potential of Artificial Intelligence and Numerical Simulation in the Research and Formulation Design of Drilling Fluid Gel Performance. Gels. 2024;10(6).
Shivananda S, Doddawad VG, Vidya CS, Chandrakala J. Exploring the bioethical implications of using artificial intelligence in writing research proposals. Perspectives in Clinical Research. 2024;15(4):172-7.
Si H, Gao S, Wang Y. Research progress on the application of artificial intelligence in the early diagnosis and treatment of burn diseases. Chinese Critical Care Medicine. 2024;36(8):887-91.
Siachos N, Neary JM, Smith RF, Oikonomou G. Automated dairy cattle lameness detection utilizing the power of artificial intelligence; current status quo and future research opportunities. Veterinary Journal. 2024;304.
Smyth C, Dennehy D, Fosso Wamba S, Scott M, Harfouche A. Artificial intelligence and prescriptive analytics for supply chain resilience: a systematic literature review and research agenda. International Journal of Production Research. 2024;62(23):8537-61.
Sosa-Holwerda A, Park OH, Albracht-Schulte K, Niraula S, Thompson L, Oldewage-Theron W. The Role of Artificial Intelligence in Nutrition Research: A Scoping Review. Nutrients. 2024;16(13).
Su Y, Hu X, Ma S, Zhang Y, Abulizi A, Abudukelimu H. Review of Research on Artificial Intelligence in Traditional Chinese Medicine Diagnosis and Treatment. Computer Engineering and Applications. 2024;60(16):1-18.
Subbarayalu AV, Idhris M, Prabaharan S, Kamalasanan A, Samuel SA, Sakthivel M, et al. Research trends in the application of artificial intelligence in physical therapy rehabilitation: A bibliometric study. Acta Biomedica. 2024;95(2).
Sun J, Dong QX, Wang SW, Zheng YB, Liu XX, Lu TS, et al. Artificial intelligence in psychiatry research, diagnosis, and therapy. Asian Journal of Psychiatry. 2023;87.
Sun Y, Gong L, Liu W. Research progress of artificial intelligence in the diagnosis and treatment of bone tumors. Chinese Journal of Orthopaedics. 2023;43(15):1050-6.
Suriyaamporn P, Pamornpathomkul B, Patrojanasophon P, Ngawhirunpat T, Rojanarata T, Opanasopit P. The Artificial Intelligence-Powered New Era in Pharmaceutical Research and Development: A Review. AAPS PharmSciTech. 2024;25(6).
Tamphu S, Suyitno I, Susanto G, Budiana N, Salim MR, Purnawati W. Building bridges to the future of learning: Exploring artificial intelligence research using R-Studio assisted bibliometrics. Cogent Education. 2024;11(1).
Tang Z, Wu Q, Jia Y, Deng S, Fu G, Yu J, et al. Research progress on knowledge discovery in traditional Chinese medicine medical records based on artificial intelligence. Guidelines and Standards in Chinese Medicine. 2024;2(4):174-81.
Tao G, Yang S, Xu J, Wang L, Yang B. Global research trends and hotspots of artificial intelligence research in spinal cord neural injury and restoration—a bibliometrics and visualization analysis. Frontiers in Neurology. 2024;15.
Tao Y, Ge X. Research progress of artificial intelligence imaging analysis technology in pediatric infectious pneumonia. Chinese Journal of Applied Clinical Pediatrics. 2024;39(2):151-5.
Thakur J, Kushwaha BP. Artificial intelligence in marketing research and future research directions: Science mapping and research clustering using bibliometric analysis. Global Business and Organizational Excellence. 2024;43(3):139-55.
Ural DI, Sezen A. Research on PCB defect detection using artificial intelligence: a systematic mapping study. Evolutionary Intelligence. 2024;17(5-6):3101-11.
Utti V, Bikias T, Agarwal AA, Bikia V, Zhou AY, Shah MM, et al. Artificial Intelligence in Dermatology Research and Drug Discovery. Dermatologic Clinics. 2025.
Valencia-Arias A, Uribe-Bedoya H, González-Ruiz JD, Santos GS, Ramírez EC, Rojas EM. Artificial intelligence and recommender systems in e-commerce. Trends and research agenda. Intelligent Systems with Applications. 2024;24.
Vasilakopoulos Z, Tavantzis T, Promikyridis R, Tambouris E. The Use of Artificial Intelligence in eParticipation: Mapping Current Research. Future Internet. 2024;16(6).
Vishwakarma LP, Singh RK, Mishra R, Venkatesh M. Exploring the motivations behind artificial intelligence adoption for building resilient supply chains: a systematic literature review and future research agenda. Journal of Enterprise Information Management. 2024;37(4):1374-98.
Wang G, Bao H, Liu Q, Zhou T, Wu S, Huang T, et al. Brain-inspired artificial intelligence research: A review. Science China Technological Sciences. 2024;67(8):2282-96.
Wang H, Li X, You X, Zhao G. Harnessing the power of artificial intelligence for human living organoid research. Bioactive Materials. 2024;42:140-64.
Wang KX, Li YT, Yang SH, Li F. Research trends and hotspots evolution of artificial intelligence for cholangiocarcinoma over the past 10 years: a bibliometric analysis. Frontiers in Oncology. 2024;14.
Wang X, Huang W, Zhao J, Xu S, Chen S, Gao M, et al. Research progress of radiomics and artificial intelligence in lung cancer. Chinese Journal of Academic Radiology. 2023;6(3):91-9.
Wang X, Qi W. Research progress of artificial intelligence technology in early diagnosis of sepsis. Chinese Critical Care Medicine. 2024;36(1):98-101.
Wei W, Kunshan H, Zhenyuan H, Zhenyu L, Jianqiang T, Jie T. Research progress and prospects of artificial intelligence in diagnosis and treatment of colorectal cancer. Chinese Journal of Gastrointestinal Surgery / Zhonghua Wei Chang Wai Ke Za Zhi. 2024;27(1):15-23.
Wei W, Ma M, Liu Z. Research progress of artificial intelligence in evaluating the efficacy of neoadjuvant chemotherapy for breast cancer. EngMedicine. 2024;1(2).
Wiest IC, Gilbert S, Kather JN. From research to reality: The role of artificial intelligence applications in HCC care. Clinical Liver Disease. 2024;23(1).
Mell SP, Hornung AL, Yuh C, Samartzis D. Virtual Clinical Trials: Implications of Computer Simulations and Artificial Intelligence for Musculoskeletal Research. Journal of Bone and Joint Surgery. 2024;106(24):2400-3.
Meng L, Lian K, Zhang J, Li L, Hu Z. Evolution of Research on Artificial Intelligence for Heart Failure: A Bibliometric and Visual Analysis. Journal of Multidisciplinary Healthcare. 2025;18:2941-56.
Morris MX, Fiocco D, Caneva T, Yiapanis P, Orgill DP. Current and future applications of artificial intelligence in surgery: implications for clinical practice and research. Frontiers in Surgery. 2024;11.
Morrison FMM, Rezaei N, Arero AG, Graklanov V, Iritsyan S, Ivanovska M, et al. Maintaining scientific integrity and high research standards against the backdrop of rising artificial intelligence use across fields. Journal of Medical Artificial Intelligence. 2023;6.
Mosquera-Lopez C, Jacobs PG. Digital twins and artificial intelligence in metabolic disease research. Trends in Endocrinology and Metabolism. 2024;35(6):549-57.
Mshani IH, Siria DJ, Mwanga EP, Sow BB, Sanou R, Opiyo M, et al. Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis. Malaria Journal. 2023;22(1).
Murmu A, Győrffy B. Artificial intelligence methods available for cancer research. Frontiers of Medicine. 2024;18(5):778-97.
Mustafa MY, Tlili A, Lampropoulos G, Huang R, Jandrić P, Zhao J, et al. A systematic review of literature reviews on artificial intelligence in education (AIED): a roadmap to a future research agenda. Smart Learning Environments. 2024;11(1).
Obura EA, Emoit PI. Artificial Intelligence in Academic Writing and Research Skills in Kenyan Universities: Opportunities and Challenges. Africa Education Review. 2024;20(6):58-80.
Ofosu-Ampong K. Artificial intelligence research: A review on dominant themes, methods, frameworks and future research directions. Telematics and Informatics Reports. 2024;14.
Osama M, Afridi S, Maaz M. ChatGPT: Transcending Language Limitations in Scientific Research Using Artificial Intelligence. Journal of the College of Physicians and Surgeons Pakistan. 2023;33(10):1198-200.
Oyelude AA. Artificial intelligence (AI) tools for academic research. Library Hi Tech News. 2024;41(8):18-20.
Ozay D, Jahanbakht M, Shoomal A, Wang S. Artificial Intelligence (AI)-based Customer Relationship Management (CRM): a comprehensive bibliometric and systematic literature review with outlook on future research. Enterprise Information Systems. 2024;18(7).
Pan C, Zhou X. Research progress of the correlation between fundus tessellation with ocular and systemic diseases as well as its identification and quantification based on artificial intelligence. International Eye Science. 2024;24(10):1615-9.
Panda G, Dash MK, Samadhiya A, Kumar A, Mulat-weldemeskel E. Artificial intelligence as an enabler for achieving human resource resiliency: past literature, present debate and future research directions. International Journal of Industrial Engineering and Operations Management. 2024;6(4):326-47.
Peltier JW, Dahl AJ, Schibrowsky JA. Artificial intelligence in interactive marketing: a conceptual framework and research agenda. Journal of Research in Interactive Marketing. 2024;18(1):54-90.
Pennathur PR, Boksa V, Pennathur A, Kusiak A, Livingston BA. The future of office and administrative support occupations in the era of artificial intelligence: A state of the art review and future research directions. International Journal of Industrial Ergonomics. 2024;104.
Pentina I, Xie T, Hancock T, Bailey A. Consumer–machine relationships in the age of artificial intelligence: Systematic literature review and research directions. Psychology and Marketing. 2023;40(8):1593-614.
Ramezanian M, Benis DS, Nikakhtar R, Gorjizadeh N, Asadi F, Bagherianlemraski M, et al. Artificial Intelligence in Genomic Medicine: Improving Diagnostic Accuracy and Treatment Outcomes. Kindle. 2025;5(1):1-215.
Rahmani E, Farrokhi M, Aghajan A, Gholampour G, Ghoodjani E, Shemshadigolafzani R, et al. AI-Driven Strategies for Improving Patient Quality of Life. Kindle. 2025;5(1):1-214.
Niakosari V, Mosaddeghi-Heris R, Hezarani HB, Farrokhi M, Safaei P, Nikseresht H, et al. AI in Medical Imaging and Early Disease Detection. Kindle. 2025;5(1):1-203.
Louia S, Mosaddeghi-Heris R, Kamvar R, Zahmatkesh N, Damiri M, Esfahani MA, et al. Artificial Intelligence in Cancer Genomics: Transforming Diagnosis, Treatment, and Precision Medicine. Kindle. 2025;5(1):1-234.
Javadzadeh A, Shafiei D, Amlash RS, Mehrvar R, Sepehrian S, Shafiee A, et al. The Brain-Body Connection: Neuroscience’s Role Across Medical Sciences Disciplines. Kindle. 2025;5(1):1-210.
Harati K, Tahernejad M, Saddam SMS, Farshi M, Saeedfar M, Gheibi M, et al. The Future of Prosthetics and Organ Transplantation: A Therapeutic Approach Across Various Medical Disciplines. Kindle. 2025;5(1):1-193.
Harati K, Mosaddeghi-Heris R, Kiani K, Saligheh Rad M, Morovatshoar R, Kamali M, et al. The AI Revolution: Predicting and Managing the Next Global Health Challenges and Emerging Disease Outbreaks. Kindle. 2025;5(1):1-326.
Harati K, Abbasmofrad H, Ebrahimi M, Hashemlu L, Chelan RJ, Hashemzadeh A, et al. Intelligent Patient Engagement: Education and Follow-Up through AI and Telemedicine. Kindle. 2025;5(1):1-185.
Gheibi M, Rajabloo Y, Alipour-Khabir Y, Azami P, Louia S, Bojnordi TE, et al. Artificial Intelligence in Biomarker Discovery: Applications Across Medical Specialties. Kindle. 2025;5(1):1-209.
Farrokhi M, Ghalamkarpour N, Nouri S, Babaei M, Rajabloo Y, Sattari M, et al. Innovative Vaccination: A New Era in Cancer Prevention. Kindle. 2025;5(1):1-194.
Babaheidarian P, Soltanattar A, Sajadi SK, Rostamian L, Foroutani L, Soleymanpourshamsi T, et al. Robotics in Healthcare. Kindle. 2025;5(1):1-178.
Downloads
Published
How to Cite
Issue
Section
Categories
License
Since making research freely available supports a greater global exchange of knowledge, PreferPub provides immediate open access to its published books under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (CC BY-NC 4.0). This license allows others to share, copy, and redistribute the material in any medium or format, as well as adapt, remix, transform, and build upon the material, as long as the use is non-commercial and appropriate credit is given to the original work.
