ChatGPT Utility in Healthcare Education, Research, and Practice: Systematic Review on the Promising Perspectives and Valid Concerns
Tóm tắt
Từ khóa
Tài liệu tham khảo
Sarker, 2022, AI-Based Modeling: Techniques, Applications and Research Issues Towards Automation, Intelligent and Smart Systems, SN Comput. Sci., 3, 158, 10.1007/s42979-022-01043-x
Korteling, 2021, Human- versus Artificial Intelligence, Front. Artif. Intell., 4, 622364, 10.3389/frai.2021.622364
McCarthy, 2006, A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence, August 31, 1955, AI Mag., 27, 12
Jordan, 2015, Machine learning: Trends, perspectives, and prospects, Science, 349, 255, 10.1126/science.aaa8415
Domingos, P. (2018). The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World, Basic Books, A Member of the Perseus Books Group. [1st ed.].
OpenAI (2023, January 14). OpenAI: Models GPT-3. Available online: https://beta.openai.com/docs/models.
Brown, 2020, Language models are few-shot learners, Adv. Neural Inf. Process. Syst., 33, 1877
Wogu, I.A.P., Olu-Owolabi, F.E., Assibong, P.A., Agoha, B.C., Sholarin, M., Elegbeleye, A., Igbokwe, D., and Apeh, H.A. (2017, January 29–31). Artificial intelligence, alienation and ontological problems of other minds: A critical investigation into the future of man and machines. Proceedings of the 2017 International Conference on Computing Networking and Informatics (ICCNI), Lagos, Nigeria.
Howard, 2019, Artificial intelligence: Implications for the future of work, Am. J. Ind. Med., 62, 917, 10.1002/ajim.23037
Tai, 2020, The impact of artificial intelligence on human society and bioethics, Tzu Chi. Med J., 32, 339, 10.4103/tcmj.tcmj_71_20
Deng, 2023, The Benefits and Challenges of ChatGPT: An Overview, Front. Comput. Intell. Syst., 2, 81, 10.54097/fcis.v2i2.4465
Tobore, 2019, On Energy Efficiency and the Brain’s Resistance to Change: The Neurological Evolution of Dogmatism and Close-Mindedness, Psychol. Rep., 122, 2406, 10.1177/0033294118792670
Stokel-Walker, C. (Nature, 2022). AI bot ChatGPT writes smart essays—Should professors worry?, Nature.
Chatterjee, 2023, This new conversational AI model can be your friend, philosopher, and guide … and even your worst enemy, Patterns, 4, 100676, 10.1016/j.patter.2022.100676
Sallam, 2023, ChatGPT Output Regarding Compulsory Vaccination and COVID-19 Vaccine Conspiracy: A Descriptive Study at the Outset of a Paradigm Shift in Online Search for Information, Cureus, 15, e35029
Johnson, 2021, Precision Medicine, AI, and the Future of Personalized Health Care, Clin. Transl. Sci., 14, 86, 10.1111/cts.12884
Paranjape, 2019, Introducing Artificial Intelligence Training in Medical Education, JMIR Med. Educ., 5, e16048, 10.2196/16048
Moher, D., Liberati, A., Tetzlaff, J., and Altman, D.G. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Med., 6.
Harzing, A.-W. (2023, February 16). Publish or Perish. Available online: https://harzing.com/resources/publish-or-perish.
Chen, T.J. (2023, February 16). ChatGPT and Other Artificial Intelligence Applications Speed up Scientific Writing. Available online: https://journals.lww.com/jcma/Citation/9900/ChatGPT_and_other_artificial_intelligence.174.aspx.
Kitamura, F.C. (2023). ChatGPT Is Shaping the Future of Medical Writing but Still Requires Human Judgment. Radiology, 230171.
Lubowitz, J. (Arthroscopy, 2023). ChatGPT, An Artificial Intelligence Chatbot, Is Impacting Medical Literature, Arthroscopy, in press.
Nature editorial (2023). Tools such as ChatGPT threaten transparent science; here are our ground rules for their use. Nature, 613, 612.
Moons, P., and Van Bulck, L. (2023, February 08). ChatGPT: Can artificial intelligence language models be of value for cardiovascular nurses and allied health professionals. Available online: https://academic.oup.com/eurjcn/advance-article/doi/10.1093/eurjcn/zvad022/7031481.
Cahan, 2023, A conversation with ChatGPT on the role of computational systems biology in stem cell research, Stem. Cell. Rep., 18, 1, 10.1016/j.stemcr.2022.12.009
Ahn, 2023, Exploring ChatGPT for information of cardiopulmonary resuscitation, Resuscitation, 185, 109729, 10.1016/j.resuscitation.2023.109729
Gunawan, 2023, Exploring the future of nursing: Insights from the ChatGPT model, Belitung Nurs. J., 9, 1, 10.33546/bnj.2551
White, 2023, I Asked a ChatGPT to Write an Editorial About How We Can Incorporate Chatbots Into Neurosurgical Research and Patient Care, Neurosurgery, 92, 993
Gosak, 2023, Can ChatGPT Pass the Life Support Exams without Entering the American Heart Association Course?, Resuscitation, 185, 109732, 10.1016/j.resuscitation.2023.109732
Mbakwe, A.B., Lourentzou, I., Celi, L.A., Mechanic, O.J., and Dagan, A. (2023). ChatGPT passing USMLE shines a spotlight on the flaws of medical education. PLoS Digit. Health, 2.
Huh, 2023, Issues in the 3rd year of the COVID-19 pandemic, including computer-based testing, study design, ChatGPT, journal metrics, and appreciation to reviewers, J. Educ. Eval. Health Prof., 20, 5, 10.3352/jeehp.2023.20.5
2023, Open artificial intelligence platforms in nursing education: Tools for academic progress or abuse?, Nurse Educ. Pract., 66, 103537, 10.1016/j.nepr.2022.103537
Shen, Y., Heacock, L., Elias, J., Hentel, K.D., Reig, B., Shih, G., and Moy, L. (2023). ChatGPT and Other Large Language Models Are Double-edged Swords. Radiology, 230163.
Gordijn, 2023, ChatGPT: Evolution or revolution?, Med. Health Care Philos., 26, 1, 10.1007/s11019-023-10136-0
Mijwil, M., Aljanabi, M., and Ali, A. (2023). ChatGPT: Exploring the Role of Cybersecurity in the Protection of Medical Information. Mesop. J. CyberSecurity, 18–21.
Aljanabi, 2023, ChatGpt: Open Possibilities, Iraqi J. Comput. Sci. Math., 4, 62
Kumar, 2023, Analysis of ChatGPT Tool to Assess the Potential of its Utility for Academic Writing in Biomedical Domain, Biol. Eng. Med. Sci. Rep., 9, 24, 10.5530/bems.9.1.5
Zielinski, 2023, Chatbots, ChatGPT, and Scholarly Manuscripts WAME Recommendations on ChatGPT and Chatbots in Relation to Scholarly Publications, Maced J. Med. Sci., 11, 83, 10.3889/oamjms.2023.11502
2023, ChatGPT listed as author on research papers: Many scientists disapprove, Nature, 613, 620, 10.1038/d41586-023-00107-z
Lund, B., and Wang, S. (Library Hi. Tech. News, 2023). Chatting about ChatGPT: How may AI and GPT impact academia and libraries?, Library Hi. Tech. News, ahead-of-print.
Liebrenz, 2023, Generating scholarly content with ChatGPT: Ethical challenges for medical publishing, Lancet Digit. Health, 5, e105, 10.1016/S2589-7500(23)00019-5
Manohar, 2023, Use of ChatGPT in Academic Publishing: A Rare Case of Seronegative Systemic Lupus Erythematosus in a Patient With HIV Infection, Cureus, 15, e34616
Akhter, 2023, Acute Pulmonary Edema After Hyperbaric Oxygen Treatment: A Case Report Written With ChatGPT Assistance, Cureus, 15, e34752
Holzinger, 2023, AI for life: Trends in artificial intelligence for biotechnology, N. Biotechnol., 74, 16, 10.1016/j.nbt.2023.02.001
Mann, 2023, Artificial Intelligence Discusses the Role of Artificial Intelligence in Translational Medicine: A JACC: Basic to Translational Science Interview With ChatGPT, J. Am. Coll. Cardiol. Basic Trans. Sci., 8, 221
Patel, 2023, ChatGPT: The future of discharge summaries?, Lancet Digit. Health, 5, e107, 10.1016/S2589-7500(23)00021-3
Zhavoronkov, 2022, Rapamycin in the context of Pascal’s Wager: Generative pre-trained transformer perspective, Oncoscience, 9, 82, 10.18632/oncoscience.571
Hallsworth, J.E., Udaondo, Z., Pedrós-Alió, C., Höfer, J., Benison, K.C., Lloyd, K.G., Cordero, R.J.B., de Campos, C.B.L., Yakimov, M.M., and Amils, R. (Microb. Biotechnol., 2023). Scientific novelty beyond the experiment, Microb. Biotechnol., Online ahead of print.
Huh, 2023, Are ChatGPT’s knowledge and interpretation ability comparable to those of medical students in Korea for taking a parasitology examination?: A descriptive study, J. Educ. Eval. Health Prof., 20, 1
Khan, 2023, ChatGPT-Reshaping medical education and clinical management, Pak. J. Med. Sci., 39, 605, 10.12669/pjms.39.2.7653
Gilson, 2023, How Does ChatGPT Perform on the United States Medical Licensing Examination? The Implications of Large Language Models for Medical Education and Knowledge Assessment, JMIR Med. Educ., 9, e45312, 10.2196/45312
Kung, T.H., Cheatham, M., Medenilla, A., Sillos, C., De Leon, L., Elepaño, C., Madriaga, M., Aggabao, R., Diaz-Candido, G., and Maningo, J. (2023). Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language models. PLOS Digit. Health, 2.
Marchandot, 2023, ChatGPT: The Next Frontier in Academic Writing for Cardiologists or a Pandora’s Box of Ethical Dilemmas, Eur. Heart J. Open, 3, oead007, 10.1093/ehjopen/oead007
Wang, S., Scells, H., Koopman, B., and Zuccon, G. (2023). Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?. arXiv.
Cotton, D., Cotton, P., and Shipway, J. (EdArXiv, 2023). Chatting and Cheating. Ensuring academic integrity in the era of ChatGPT, EdArXiv, Preprint.
Gao, C.A., Howard, F.M., Markov, N.S., Dyer, E.C., Ramesh, S., Luo, Y., and Pearson, A.T. (2022). Comparing scientific abstracts generated by ChatGPT to original abstracts using an artificial intelligence output detector, plagiarism detector, and blinded human reviewers. bioRxiv.
Polonsky, M., and Rotman, J. (SSRN, 2023). Should Artificial Intelligent (AI) Agents be Your Co-author? Arguments in favour, informed by ChatGPT, SSRN, Preprint.
Aczel, B., and Wagenmakers, E. (PsyArXiv, 2023). Transparency Guidance for ChatGPT Usage in Scientific Writing, PsyArXiv, Preprint.
De Angelis, L., Baglivo, F., Arzilli, G., Privitera, G.P., Ferragina, P., Tozzi, A.E., and Rizzo, C. (SSRN, 2023). ChatGPT and the Rise of Large Language Models: The New AI-Driven Infodemic Threat in Public Health, SSRN, Preprint.
Benoit, J. (medRxiv, 2023). ChatGPT for Clinical Vignette Generation, Revision, and Evaluation, medRxiv, Preprint.
Rao, A., Kim, J., Kamineni, M., Pang, M., Lie, W., and Succi, M.D. (2023). Evaluating ChatGPT as an Adjunct for Radiologic Decision-Making. medRxiv.
Antaki, F., Touma, S., Milad, D., El-Khoury, J., and Duval, R. (medRxiv, 2023). Evaluating the Performance of ChatGPT in Ophthalmology: An Analysis of its Successes and Shortcomings, medRxiv, Preprint.
Aydın, Ö., and Karaarslan, E. (SSRN, 2022). OpenAI ChatGPT generated literature review: Digital twin in healthcare, SSRN, Preprint.
Sanmarchi, F., Bucci, A., and Golinelli, D. (medRxiv, 2023). A step-by-step Researcher’s Guide to the use of an AI-based transformer in epidemiology: An exploratory analysis of ChatGPT using the STROBE checklist for observational studies, medRxiv, Preprint.
Duong, D., and Solomon, B.D. (medRxiv, 2023). Analysis of large-language model versus human performance for genetics questions, medRxiv, Preprint.
Yeo, Y.H., Samaan, J.S., Ng, W.H., Ting, P.-S., Trivedi, H., Vipani, A., Ayoub, W., Yang, J.D., Liran, O., and Spiegel, B. (medRxiv, 2023). Assessing the performance of ChatGPT in answering questions regarding cirrhosis and hepatocellular carcinoma, medRxiv, Preprint.
Bašić, Ž., Banovac, A., Kružić, I., and Jerković, I. (arXiv, 2023). Better by You, better than Me? ChatGPT-3 as writing assistance in students’ essays, arXiv, Preprint.
Hisan, U., and Amri, M. (Researchgate, 2023). ChatGPT and Medical Education: A Double-Edged Sword, Researchgate, Preprint.
Jeblick, K., Schachtner, B., Dexl, J., Mittermeier, A., Stüber, A.T., Topalis, J., Weber, T., Wesp, P., Sabel, B., and Ricke, J. (2022). ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports. arXiv.
Nisar, S., and Aslam, M. (SSRN, 2023). Is ChatGPT a Good Tool for T&CM Students in Studying Pharmacology?, SSRN, Preprint.
Lin, Z. (PsyArXiv, 2023). Why and how to embrace AI such as ChatGPT in your academic life, PsyArXiv, Preprint.
Taecharungroj, V. (2023). “What Can ChatGPT Do?”; Analyzing Early Reactions to the Innovative AI Chatbot on Twitter. Big Data Cogn. Comput., 7.
Cascella, 2023, Evaluating the Feasibility of ChatGPT in Healthcare: An Analysis of Multiple Clinical and Research Scenarios, J. Med. Syst., 47, 33, 10.1007/s10916-023-01925-4
Nachshon, 2023, When Palliative Care May Be the Only Option in the Management of Severe Burns: A Case Report Written With the Help of ChatGPT, Cureus, 15, e35649
Kim, 2023, Using ChatGPT for language editing in scientific articles, Maxillofac. Plast. Reconstr. Surg., 45, 13, 10.1186/s40902-023-00381-x
Ali, S.R., Dobbs, T.D., Hutchings, H.A., and Whitaker, I.S. (Lancet Digit. Health, 2023). Using ChatGPT to write patient clinic letters, Lancet Digit. Health, Online ahead of print.
Shahriar, S., and Hayawi, K. (2023). Let’s have a chat! A Conversation with ChatGPT: Technology, Applications, and Limitations. arXiv.
Alberts, I.L., Mercolli, L., Pyka, T., Prenosil, G., Shi, K., Rominger, A., and Afshar-Oromieh, A. (Eur. J. Nucl. Med. Mol. Imaging, 2023). Large language models (LLM) and ChatGPT: What will the impact on nuclear medicine be?, Eur. J. Nucl. Med. Mol. Imaging, Online ahead of print.
Sallam, M., Salim, N.A., Barakat, M., and Al-Tammemi, A.B. (2023). ChatGPT applications in medical, dental, pharmacy, and public health education: A descriptive study. Narra J., 3.
Gurgel, 2023, ChatGPT: The new panacea of the academic world, Rev. Soc. Bras. Med. Trop., 56, e0060
Homolak, 2023, Opportunities and risks of ChatGPT in medicine, science, and academic publishing: A modern Promethean dilemma, Croat. Med. J., 64, 1, 10.3325/cmj.2023.64.1
Checcucci, E., Verri, P., Amparore, D., Cacciamani, G.E., Fiori, C., Breda, A., and Porpiglia, F. (Minerva. Urol. Nephrol., 2023). Generative Pre-training Transformer Chat (ChatGPT) in the scientific community: The train has left the station, Minerva. Urol. Nephrol., Online ahead of print.
Smith, 2006, Peer review: A flawed process at the heart of science and journals, J. R. Soc. Med., 99, 178, 10.1177/014107680609900414
Mavrogenis, 2020, The good, the bad and the rude peer-review, Int. Orthop., 44, 413, 10.1007/s00264-020-04504-1
Margalida, 2016, Improving the peer-review process and editorial quality: Key errors escaping the review and editorial process in top scientific journals, PeerJ., 4, e1670, 10.7717/peerj.1670
Ollivier, M., Pareek, A., Dahmen, J., Kayaalp, M.E., Winkler, P.W., Hirschmann, M.T., and Karlsson, J. (Knee Surg. Sports Traumatol. Arthrosc., 2023). A deeper dive into ChatGPT: History, use and future perspectives for orthopaedic research, Knee Surg. Sports Traumatol. Arthrosc., Online ahead of print.
