This paper is in the following e-collection/theme issue:

Generative Language Models Including ChatGPT (724) Artificial Intelligence (2162) Clinical Information and Decision Making (1935) Chatbots and Conversational Agents (748) Decision Support for Health Professionals (1555)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/48659, first published .
Assessing the Utility of ChatGPT Throughout the Entire Clinical Workflow: Development and Usability Study

Assessing the Utility of ChatGPT Throughout the Entire Clinical Workflow: Development and Usability Study

Assessing the Utility of ChatGPT Throughout the Entire Clinical Workflow: Development and Usability Study

Authors of this article:

Arya Rao1, 2, 3 Author Orcid Image ;   Michael Pang1, 2, 3 Author Orcid Image ;   John Kim1, 2, 3 Author Orcid Image ;   Meghana Kamineni1, 2, 3 Author Orcid Image ;   Winston Lie1, 2, 3 Author Orcid Image ;   Anoop K Prasad1, 2, 3 Author Orcid Image ;   Adam Landman2, 4 Author Orcid Image ;   Keith Dreyer2, 5 Author Orcid Image ;   Marc D Succi1, 2, 3, 6 Author Orcid Image
Article Authors Cited by (217) Tweetations (34) Metrics

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  114. Alessandro L, Crema S, Castiglione J, Dossi D, Eberbach F, Kohler A, Laffue A, Marone A, Nagel V, Pastor Rueda J, Varela F, Fernandez Slezak D, Rodríguez Murúa S, Debasa C, Claudio P, Farez M. Validation of an Artificial Intelligence-Powered Virtual Assistant for Emergency Triage in Neurology. The Neurologist 2025;30(3):155 View
  115. Wang X, Ye H, Zhang S, Yang M, Wang X. Evaluation of the Performance of Three Large Language Models in Clinical Decision Support: A Comparative Study Based on Actual Cases. Journal of Medical Systems 2025;49(1) View
  116. Aguirre J, Cha W. JAVIS Chat: A Seamless Open-Source Multi-LLM/VLM Deployment System to Be Utilized in Single Computers and Hospital-Wide Systems with Real-Time User Feedback. Applied Sciences 2025;15(4):1796 View
  117. Ayo-Ajibola O, Julien C, Lin M, Riddell J, Duan N, Kravitz R. Association of Primary Care Access with Health-Related ChatGPT Use: A National Cross-Sectional Survey. Journal of General Internal Medicine 2025 View
  118. Harkos C, Hadjigeorgiou A, Voutouri C, Kumar A, Stylianopoulos T, Jain R. Using mathematical modelling and AI to improve delivery and efficacy of therapies in cancer. Nature Reviews Cancer 2025;25(5):324 View
  119. Yu A, Li A, Ahmed W, Saturno M, Cho S. Evaluating Artificial Intelligence in Spinal Cord Injury Management: A Comparative Analysis of ChatGPT-4o and Google Gemini Against American College of Surgeons Best Practices Guidelines for Spine Injury. Global Spine Journal 2025;15(7):3199 View
  120. Lin M, Lin L, Lin L, Lin Z, Yan X. A bibliometric analysis of the advance of artificial intelligence in medicine. Frontiers in Medicine 2025;12 View
  121. Rao A, Mu A, Enichen E, Gupta D, Hall N, Koranteng E, Marks W, Senter-Zapata M, Whitehead D, White B, Saini S, Landman A, Succi M. A Future of Self-Directed Patient Internet Research: Large Language Model-Based Tools Versus Standard Search Engines. Annals of Biomedical Engineering 2025;53(5):1199 View
  122. Winberg D, Xuan D, Tang T, Shi L. Assessing the suitability of generative AI in the execution of literature retrieval within literature reviews. Pharmacoeconomics and Policy 2025;1(1):21 View
  123. Zhu J, Jiang Y, Chen D, Lu Y, Huang Y, Lin Y, Fan P. High identification and positive‐negative discrimination but limited detailed grading accuracy of ChatGPT‐4o in knee osteoarthritis radiographs. Knee Surgery, Sports Traumatology, Arthroscopy 2025;33(5):1911 View
  124. Dobbins N. Generalizable and scalable multistage biomedical concept normalization leveraging large language models. Research Synthesis Methods 2025;16(3):479 View
  125. Batool H, Mukhtar A, Gul Khawaja S, Alghamdi N, Mansoor Khan A, Qayyum A, Adil R, Khan Z, Usman Akram M, Usman Akbar M, Eklund A. Knowledge Distillation and Transformer-Based Framework for Automatic Spine CT Report Generation. IEEE Access 2025;13:42949 View
  126. Pavlik E, Land Woodward J, Lawton F, Swiecki-Sikora A, Ramaiah D, Rives T. Artificial Intelligence in Relation to Accurate Information and Tasks in Gynecologic Oncology and Clinical Medicine—Dunning–Kruger Effects and Ultracrepidarianism. Diagnostics 2025;15(6):735 View
  127. Xue J, Wang Z, Chen N, Wu Y, Shen Z, Shao Y, Zhou H, Li Z. Evaluating multimodal ChatGPT for emergency decision-making of ocular trauma cases. Frontiers in Cell and Developmental Biology 2025;13 View
  128. Ozmen B, Mathur P. Evidence-based artificial intelligence: Implementing retrieval-augmented generation models to enhance clinical decision support in plastic surgery. Journal of Plastic, Reconstructive & Aesthetic Surgery 2025;104:414 View
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  130. Chen X, Xiang J, Lu S, Liu Y, He M, Shi D. Evaluating large language models and agents in healthcare: key challenges in clinical applications. Intelligent Medicine 2025;5(2):151 View
  131. Deng M, He J, Miao J. Comparative analysis of AI models in disseminating genetic counseling knowledge for gynecologic cancers. International Journal of Gynecology & Obstetrics 2025;170(3):1408 View
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  133. Li S, Jiang J, Yang X. Preliminary assessment of large language models’ performance in answering questions on developmental dysplasia of the hip. Journal of Children's Orthopaedics 2025;19(3):207 View
  134. Hurt R, Stephenson C, Gilman E, Aakre C, Croghan I, Mundi M, Ghosh K, Edakkanambeth Varayil J. The Use of an Artificial Intelligence Platform OpenEvidence to Augment Clinical Decision-Making for Primary Care Physicians. Journal of Primary Care & Community Health 2025;16 View
  135. Yin Y, Zeng M, Wang H, Yang H, Zhou C, Jiang F, Wu S, Huang T, Yuan S, Lin J, Tang M, Chen J, Dong B, Yuan J, Xie D. A clinician-based comparative study of large language models in answering medical questions: the case of asthma. Frontiers in Pediatrics 2025;13 View
  136. Luo D, Liu M, Yu R, Liu Y, Jiang W, Fan Q, Kuang N, Gao Q, Yin T, Zheng Z. Evaluating the performance of GPT-3.5, GPT-4, and GPT-4o in the Chinese National Medical Licensing Examination. Scientific Reports 2025;15(1) View
  137. Mikhail D, Milad D, Antaki F, Milad J, Farah A, Khairy T, El-Khoury J, Bachour K, Szigiato A, Nayman T, Mullie G, Duval R. Multimodal Performance of GPT-4 in Complex Ophthalmology Cases. Journal of Personalized Medicine 2025;15(4):160 View
  138. Nguyen L, Connolly J, Nguyen H. A Systematic Review of Improving Knowledge Management with Generative AI and Large Language Models. Journal of Advances in Information Technology 2025;16(4):594 View
  139. Chokkakula S, Chong S, Yang B, Jiang H, Yu J, Han R, Attitalla I, Yin C, Zhang S. Quantum leap in medical mentorship: exploring ChatGPT’s transition from textbooks to terabytes. Frontiers in Medicine 2025;12 View
  140. Rao A, Kim J, Mu A, Young C, Kalmowitz E, Senter-Zapata M, Whitehead D, Garibyan L, Landman A, Succi M. Synthetic medical education in dermatology leveraging generative artificial intelligence. npj Digital Medicine 2025;8(1) View
  141. Kodweis K, Cory T, Hall E, George C, March K. Let's chat(GPT): Implementation of a ChatGPT-generated social determinants of health activity. Exploratory Research in Clinical and Social Pharmacy 2025;18:100553 View
  142. Shekar S, Pataranutaporn P, Sarabu C, Cecchi G, Maes P. People Overtrust AI-Generated Medical Advice despite Low Accuracy. NEJM AI 2025;2(6) View
  143. Weuthen F, Otte N, Krabbe H, Kraus T, Krabbe J. Comparison of ChatGPT and Internet Research for Clinical Research and Decision-Making in Occupational Medicine: Randomized Controlled Trial. JMIR Formative Research 2025;9:e63857 View
  144. Feldman M, Hoffer E, Conley J, Chang J, Chung J, Jernigan M, Lester W, Strasser Z, Chueh H. Dedicated AI Expert System vs Generative AI With Large Language Model for Clinical Diagnoses. JAMA Network Open 2025;8(5):e2512994 View
  145. Xu X, Liu S, Zhu L, Long Y, Zeng Y, Lu X, Li J, Dong Y. Development and evaluation of a retrieval-augmented large language model framework for enhancing endodontic education. International Journal of Medical Informatics 2025;203:106006 View
  146. Mariñas K, Saflor C, Alvarado P, Uminga J, Verde N. Assessing the importance of variables from a revised Technology Acceptance Model for the use of ChatGPT by university students. Computers and Education: Artificial Intelligence 2025:100435 View
  147. Hijazi W, Builoff V, Killekar A, Shanbhag A, Miller R, Dey D, Liang J, Flood K, Berman D, Bourque J, Phillips L, Chareonthaitawee P, Slomka P. Priming with specific context improves large language model performance on nuclear cardiology board preparation test. Journal of Nuclear Cardiology 2025;52:102269 View
  148. Liu Y, Li H, Ouyang J, Xue Z, Wang M, He H, Song B, Zheng X, Gan W. Evaluating Large Language Models for Preoperative Patient Education in Superior Capsular Reconstruction: Comparative Study of Claude, GPT, and Gemini. JMIR Perioperative Medicine 2025;8:e70047 View
  149. Xiang A, Zhou E, Moayad L, Crowther M, Eshaghpour A, Li P, Javidan A, Li A. Assessing the accuracy of ChatGPT responses to guideline-based inquiries: A cross-sectional study. Canadian Journal of General Internal Medicine 2025;20(3):112 View
  150. Rao A, Prasad S, Lee R, Farrell S, McKinley S, Succi M. Development and Evaluation of an Artificial Intelligence–Powered Surgical Oral Examination Simulator: A Pilot Study. Mayo Clinic Proceedings: Digital Health 2025;3(3):100241 View
  151. Su H, Sun Y, Li R, Zhang A, Yang Y, Xiao F, Duan Z, Chen J, Hu Q, Yang T, Xu B, Zhang Q, Zhao J, Li Y, Li H. Large Language Models in Medical Diagnostics: Scoping Review With Bibliometric Analysis. Journal of Medical Internet Research 2025;27:e72062 View
  152. Wang X, Liu Z, Zou L, Wang J, Zhang X, Liu N. Large-Scale Medical Records Analysis by AI-Driven Method in Healthcare Consumer Electronics. IEEE Transactions on Consumer Electronics 2025;71(1):1463 View
  153. Zhong W, Liu Y, Liu Y, Yang K, Gao H, Yan H, Hao W, Yan Y, Yin C. Performance of ChatGPT-4o and Four Open-Source Large Language Models in Generating Diagnoses Based on China’s Rare Disease Catalog: Comparative Study. Journal of Medical Internet Research 2025;27:e69929 View
  154. Nguyen D, Kim G, Bedayat A. Evaluating ChatGPT's performance across radiology subspecialties: A meta-analysis of board-style examination accuracy and variability. Clinical Imaging 2025;125:110551 View
  155. Motegi M, Shino M, Kuwabara M, Takahashi H, Matsuyama T, Tada H, Hagiwara H, Chikamatsu K. Comparison of physician and large language model chatbot responses to online ear, nose, and throat inquiries. Scientific Reports 2025;15(1) View
  156. Deiner M, Deiner R, Fathy C, Deiner N, Hristidis V, McLeod S, Bukowski T, Doan T, Seitzman G, Lietman T, Porco T. Use of Large Language Models to Classify Epidemiological Characteristics in Synthetic and Real-World Social Media Posts About Conjunctivitis Outbreaks: Infodemiology Study. Journal of Medical Internet Research 2025;27:e65226 View
  157. Lee J, Yoon J. Current Perspectives on the Artificial Intelligence in Critical Care Medicine. Anesthesiology Clinics 2025;43(3):507 View
  158. Liang E, Pei S, Staibano P, van der Woerd B. Clinical applications of large language models in medicine and surgery: A scoping review. Journal of International Medical Research 2025;53(7) View
  159. Templin T, Fort S, Padmanabham P, Seshadri P, Rimal R, Oliva J, Hassmiller Lich K, Sylvia S, Sinnott-Armstrong N. Framework for bias evaluation in large language models in healthcare settings. npj Digital Medicine 2025;8(1) View
  160. Gürses Ö, Özüdoğru A, Tuncay F, Karartı C. Artificial intelligence exercise recommendations in knee osteoarthritis rehabilitation: ChatGPT-4o and Gemini Advanced example. Genel Tıp Dergisi 2025;35(3):487 View
  161. Patel A, Ruoff C, Helgeson S, Carvalho D, Castillo P, Cheung J. Diagnostic performance of Large Language Models (LLMs) compared with physicians in sleep medicine. Sleep Medicine 2025;134:106677 View
  162. Bentegeac R, Le Guellec B, Kuchcinski G, Amouyel P, Hamroun A. Token Probabilities to Mitigate Large Language Models Overconfidence in Answering Medical Questions: Quantitative Study. Journal of Medical Internet Research 2025;27:e64348 View
  163. Wolmer S, Shauly O. Evaluating Plastic Surgery Chatbot Performance: Insights into Medical Triage, Classification Accuracy, and Escalation Trends. Aesthetic Surgery Journal 2025 View
  164. Hajibagheri P, Sani S, Samami M, Tabari-Khomeiran R, Azadpeyma K, Sani M. ChatGpt’s accuracy in the diagnosis of oral lesions. BMC Oral Health 2025;25(1) View
  165. Sebo P. Can ChatGPT Recognize Its Own Writing in Scientific Abstracts?. Cureus 2025 View
  166. Han M, Liu Y. Evaluating generative artificial intelligence products using fuzzy social network multi-attribute decision-making model: User perspective. Applied Soft Computing 2025;183:113715 View
  167. Hersh W. Generative Artificial Intelligence: Implications for Biomedical and Health Professions Education. Annual Review of Biomedical Data Science 2025;8(1):355 View
  168. El Gharib K. Implementing Large Language Models in Critical Care. CHEST Critical Care 2025;3(3):100180 View
  169. Linnebur L, Syed S, Girolamo N, Reid J. Can ChatGPT Pass Introductory Biology?: An Analysis of ChatGPT Responses to Introductory Biology Exam Questions. Journal of College Science Teaching 2025;54(6):463 View
  170. Sebo P, Wang T. ChatGPT's performance in sample size estimation: a preliminary study on the capabilities of artificial intelligence. Family Practice 2025;42(5) View
  171. Patel A, Cheung J. Artificial intelligence in sleep medicine: assessing the diagnostic precision of ChatGPT-4. Journal of Clinical Sleep Medicine 2025;21(9):1511 View
  172. CEI F, GANJAVI C, LAYNE E, HUSSARI T, GEVORKYAN R, EPPLER M, PIAZZA P, RODLER S, CHECCUCCI E, GOMEZ RIVAS J, KOWALEWSKI K, RIVERO BELENCHÓN I, PULIATTI S, TARATKIN M, VECCIA A, BAEKELANDT L, DE BACKER P, TEOH J, SOMANI B, WROCLAWSKI M, DE CASTRO ABREU A, BRIGANTI A, SALONIA A, MONTORSI F, PORPIGLIA F, MURPHY D, CANES D, GILL I, CACCIAMANI G. Awareness and use of generative AI-powered tools: results of one-year follow-up prospective cross-sectional global survey. Minerva Urology and Nephrology 2025;77(4) View
  173. Hack S, Attal R, Farzad A, Alon E, Glikson E, Remer E, Maria Saibene A, Zalzal H. Performance of generative AI across ENT tasks: A systematic review and meta-analysis. Auris Nasus Larynx 2025;52(5):585 View
  174. Rao A, Mazumder A, Roux E, Young C, Bott E, Wang J, Kochis M, Stetson A, Butler A, Hilker S, Succi M. Designing Patient-Centered Communication Aids in Pediatric Surgery Using Large Language Models. Journal of Pediatric Surgery 2025;60(12):162654 View
  175. Mola S, Yıldırım A, Gül E. Artificial Intelligence in Cardiac Treatment Decision-Making: An Evaluation of the Performance of ChatGPT Versus the Heart Team in Coronary Revascularization. Reviews in Cardiovascular Medicine 2025;26(8) View
  176. Nguyen D, Rahsepar A, Chalian H, Hassani C, Kim G, Bedayat A. Revisiting LLMs and Lung Cancer Questions: How AI Responds to Common Lung Cancer Questions Two Years Later. Academic Radiology 2025;32(12):7581 View
  177. Maiorana N, Marceglia S, Treddenti M, Tosi M, Guidetti M, Creta M, Bocci T, Oliveri S, Martinelli Boneschi F, Priori A. Large Language Models in Neurological Practice: Real-World Study. Journal of Medical Internet Research 2025;27:e73212 View
  178. Liu F, Niu Y, Zhang Q, Wang K, Dong Z, Wong I, Cheng L, Li T, Duan L, Li K, Li G, Hou T, Fok M, Luo H, Chen X, Zhang K, Yin Y. A foundational architecture for AI agents in healthcare. Cell Reports Medicine 2025;6(10):102374 View
  179. Suárez A, Freire Y, Díaz-Flores García V, Santamaría Laorden A, Orejas Pérez J, Suárez Ajuria M, Algar J, Martín Carreras-Presas C. ChatGPT in Oral Pathology: Bright Promise or Diagnostic Mirage. Medicina 2025;61(10):1744 View
  180. Wang X, Guo J, Zhang T, Lu H, Zhou D, Zhang H, Wang X. Evaluating the performance of ChatGPT in clinical multidisciplinary treatment: a retrospective study. BMC Medical Informatics and Decision Making 2025;25(1) View
  181. Ruan Q, Shi J, Dai Y, Yang P, Zhu N, Wang S. Performance of Large Language Models in Complex Anesthesia Decision-Making: A Comparative Study of Four LLMs in High-Risk Patients. Journal of Medical Systems 2025;49(1) View
  182. Wei S, Hu A, Wang Z, Meng X, Yu L, Yang B, Qiu J. RTPhy‐ChatBot: A RAG‐Based intelligent assistant for radiotherapy physics using LLaMA3 and AAPM reports. Journal of Applied Clinical Medical Physics 2025;26(10) View
  183. Wang Y, Tan W, Cheng S, Peng C, Peng J, Qin F, Tang L, Zhu T, Wu B, Liu J, Wang J. Large Language Model Agent for Managing Patients With Suspected Hypertension. Hypertension 2026;83(1):212 View
  184. West N, Edwards A, Sims J, O'Brien J, Upperman J. Comparative Analysis of Large Language Models in First-Aid Scenario Recognition and Management: An In Silico Evaluation of ChatGPT and Claude. Cureus 2025 View
  185. Aalam W. Conventional Versus Transepithelial Photorefractive Keratectomy: A Review of Clinical Outcomes. The Open Ophthalmology Journal 2025;19(1) View
  186. Rao A, Lee R, Bott E, Jiang S, Jiao Q, Dacier B, Haider A, Farrell S, Ortega G, Succi M. The Digital Standardized Patient: An Artificial Intelligence Coach for Cultural Dexterity in Surgical Care. Journal of the American College of Surgeons 2025;241(5):887 View
  187. Zou L, Zhang P, Jiang Y, Wang X, Yan X, Wu J, Qi J, Li W, Cai Q, Xuan Z, Hu K. ChatGPT-4o, Gemini Advanced and DeepSeek R1 in preoperative decision-making for thyroid surgery: a comparative assessment with human surgeons. Frontiers in Oncology 2025;15 View
  188. Kantovitz K, Mattoso M, Meyer M, de Araújo M, Giovani P, Martinez V, Dubey N, Nociti Jr F, Motta R. Increasing breastfeeding literacy: A preliminary study to develop an AI-based chatbot. International Journal of Nursing Sciences 2025;12(6):509 View
  189. Bains B, Rapuri S, Robitaille E, Wang J, Khera A, Gomez C, Reyes E, Perry C, Wilson J, Tracey E. Large Language Model-enabled Editing of Patient Audio Interviews from This is My Story (TIMS) Conversations: A Comparative Study (Preprint). JMIR Medical Informatics 2025 View
  190. Nguyen T, Elmaleh D. LizAI XT—AI-Accelerated Management Platform for Complex Healthcare Data at Scale, Beyond EMR/EHR and Dashboards. Big Data and Cognitive Computing 2025;9(11):275 View
  191. Cheng W, Liu E, Yu Z. Evaluating LLMs in Anesthesia: Beyond Single-Round Interactions. Journal of Medical Systems 2025;49(1) View
  192. Sendtner G, Muecke M, Grigull L, Bender T, Behning C, Schäfer V. Cracking the code: a head-to-head comparison of expert clinicians and artificial intelligence in diagnosing rare diseases. Orphanet Journal of Rare Diseases 2025;20(1) View
  193. Sales A, Gizaw C, Beck J, Grauvogel J. Evaluating Large Language Models in Interpreting MRI Reports and Recommending Treatment for Vestibular Schwannoma. Diagnostics 2025;15(22):2841 View
  194. Goh S, Mariappan R, Soo Woon Tan G, Yao J, Hew F, Yeo Y, Guan Wei Ow S, Koh W, Kumarakulasingh N, Tan T, Tai B, Hartman M, Ngiam K. Augmenting Large Language Models With National Comprehensive Cancer Network Guidelines for Improved and Standardized Adjuvant Therapy Recommendations in Postoperative Breast Cancer Cases. JCO Clinical Cancer Informatics 2025;(9) View
  195. Liao Z, Huang J, Liu Y, Li F, Tang L, Cong L, Wang H, Luo S. Utility of Large Language Models for Congenital Microtia Reconstruction Education: Comparison of the Performance of Claude, GPT, and Gemini. Aesthetic Plastic Surgery 2025 View
  196. Tausky O, Kaplan E, Kadmon G, Gendler Y, Nahum E, Yitzhaki S, Weissbach A. Large language model as a clinical decision support tool in the initial management of critically ill children: a pilot evaluation. European Journal of Pediatrics 2025;184(12) View
  197. Prasad S, Rao A, Russo M, Ghoshal S, Roux E, Vo C, Kim J, Hirsch J, Lev M, Gupta R, Marks W, Korchi A, Landman A, Bizzo B, Raja A, Dreyer K, Succi M. Large language models as cost-conscious decision aids in emergency medicine: protocol support for imaging in lower back pain. Emergency Radiology 2025 View
  198. Tung T, Hasnaeen S, Zhao X. Ethical and practical challenges of generative AI in healthcare and proposed solutions: a survey. Frontiers in Digital Health 2025;7 View
  199. Kip M, Bozan G, Sahin G. Large Language Models for Dietary Advice to Patients With Irritable Bowel Syndrome: ChatGPT vs. Google Gemini. Journal of Human Nutrition and Dietetics 2025;38(6) View
  200. Tang W, Hang Y, Zhang J, Dang Y. Recent Advances and Future Directions of Artificial Intelligence in Glaucoma Management. The Open Ophthalmology Journal 2025;19(1) View
  201. Naderi Malek A, Prelock P, Jannesari A, Mehrpour F. An empirical evaluation of ChatGPT-3.5 and ChatGPT-4.0 for autism-related queries: validity, completeness, and consistency. AI and Ethics 2026;6(1) View
  202. Jiang Y, Zhu J, Lin Y, Su Z, Zhang L, Dong Z, Song Q, Fan P, Li Z. High patient and surgeon satisfaction with ChatGPT-generated responses to real patient questions regarding total knee arthroplasty. Journal of Orthopaedic Surgery and Research 2025;20(1) View
  203. Gupta D, Wagner S, Castillejos Ellenthal A, Gross A, Lu E, Chang E, Rao A, Succi M. Comparing Performance of Large Language Model-Based Tools on Patient-Driven Glaucoma Inquiries. Journal of Glaucoma 2026;35(1):57 View
  204. Cui Z, Liu W, Tian X, You C, Meng X, Zhang H, Gong K, Wang X, Wu J. Performance of large language model in cross-specialty medical scenarios. Journal of Translational Medicine 2025 View
  205. Laily A, Schwab-Reese L, Davish M, Cahue E, LaRoche K, Rodriguez N, Duncan R, Hubach R, Kasting M. Examining Artificial Intelligence Chatbots’ Responses in Providing Human Papillomavirus Vaccine Information for Young Adults: A Qualitative Content Analysis (Preprint). JMIR Public Health and Surveillance 2025 View

Books/Policy Documents

  1. Menad S, Abdeddaïm S, Soualmia L. Bioinformatics and Biomedical Engineering. View
  2. Menad S, Abdeddaïm S, Soualmia L. Knowledge Discovery, Knowledge Engineering and Knowledge Management. View
  3. Dobreva A. Optimization and Data Science in Industrial Engineering. View

Conference Proceedings

  1. Fawzi S. 2023 5th Novel Intelligent and Leading Emerging Sciences Conference (NILES). A Review of the Role of ChatGPT for Clinical Decision Support Systems View
  2. Islam A, Biswas M, Zaghouani W, Belhaouari S, Shah Z. 2023 Tenth International Conference on Social Networks Analysis, Management and Security (SNAMS). Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models View
  3. Chaddad A, He C, Jiang Y. 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE). ChatGPT: An Artificial Intelligence-Based Approach to Enhance Medical Applications View
  4. Chiang C, Lu Z, Li Z, Yin M. Proceedings of the 29th International Conference on Intelligent User Interfaces. Enhancing AI-Assisted Group Decision Making through LLM-Powered Devil's Advocate View
  5. Rajashekar N, Shin Y, Pu Y, Chung S, You K, Giuffre M, Chan C, Saarinen T, Hsiao A, Sekhon J, Wong A, Evans L, Kizilcec R, Laine L, Mccall T, Shung D. Proceedings of the CHI Conference on Human Factors in Computing Systems. Human-Algorithmic Interaction Using a Large Language Model-Augmented Artificial Intelligence Clinical Decision Support System View
  6. Taylor A, Magwira M, Chamangwana C, Chapuma E, Liwewe T, Kankhwali C. 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI). Self-Directed Learning for Community Health Workers in Malawi Through Generative AI View
  7. Weerathunge T, Jayalal S, Wijayasiriwardhane K. 2025 5th International Conference on Advanced Research in Computing (ICARC). Optimizing Response Consistency of Large Language Models in Medical Education through Prompt Engineering View
  8. Sugan M, Nadkarni S, Sanaeipoor S, Patel S, Natarajamoorthy S, Rashidi E, Miller A. Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. Exploring Caregivers' Acceptance of Conversational AI in Pediatric Cancer Caregiving: A Mixed-Methods Study View
  9. Tan F, Huang I, Huang J. Proceedings of the 16th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Retrospective Inference of Evolutionary Parameters in the Moran Process Using ChatGPT View