e.g. mhealth
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Skip search results from other journals and go to results- 109 Journal of Medical Internet Research
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For example, studies using Chat GPT-4o, the latest multimodal version of Chat GPT, have shown high diagnostic accuracy with text and image inputs, outperforming medical students on New England Journal of Medicine Image Challenge cases [32]. However, evaluations of Chat GPT on the Japanese National Medical Licensing Examination highlight ongoing challenges in achieving adequate diagnostic accuracy [33]. Overall, research on applying MLLMs to medical image analysis remains limited [18,33].
J Med Internet Res 2025;27:e73233
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A newer, improved version of Chat GPT (Chat GPT Plus), which uses the GPT-4 Turbo language model, has been developed by Open AI and launched as a paid subscription version by the end of 2023 [6]
In terms of assessment in medical education, Chat GPT has been the most extensively studied chatbot.
JMIR Med Educ 2025;11:e69521
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Chat GPT, along with other large language models, has been increasingly integrated into health information seeking and chronic care contexts, offering decision-making support and patient engagement across a range of conditions [24-26].
Chat GPT has demonstrated potential utility in health care settings, including clinical decision support, patient education, and symptom interpretation [27,28].
JMIR Rehabil Assist Technol 2025;12:e70339
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Research has shown that Chat GPT can assist students in reviewing key concepts, reinforcing theoretical knowledge [1,15], and simulating clinical scenarios to enhance clinical reasoning [16]. This raises the question whether Chat GPT could also serve as an instructor in skills training. We found that the potential of Chat GPT for dental kills education remains unknown.
J Med Internet Res 2025;27:e68538
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Specifically, while prior studies on Chat GPT and similar platforms have begun to shed light on user attitudes, few have examined the human factors by which trust is established—or eroded—when individuals face important decisions about their well-being.
In this study, we add to the body of knowledge by focusing on Deep Seek, an open-source LLM that rapidly gained popularity after surpassing other competitors in App Store rankings.
JMIR Hum Factors 2025;12:e72867
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Generative artificial intelligence (AI) chatbots such as Chat GPT, Google Gemini, and Microsoft Copilot have become highly publicized for enhancing work efficiency and effectively responding to diverse queries. These sophisticated programs leverage large language models, machine learning, and natural language processing to understand and respond to a query with publicly available or third-party information [1].
JMIR Cancer 2025;11:e72522
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View of the Chat GPT group for solving case 2 before (A) and after (B) input. Chat GPT 4 was connected to the input window..
A web-based application with an integrated environment for answering questions, subsequent assignments to a group, and a case view was developed for the study. In addition, an integrated chat window was built into the case view for the Chat GPT cohort. This should look as similar as possible to the Chat GPT user interface. A screenshot can be seen in Figure 2.
JMIR Form Res 2025;9:e63857
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Assessing ChatGPT’s Capability as a New Age Standardized Patient: Qualitative Study
Students were given access to Chat GPT version 4.0 accounts, the most recent available at the time of the study. Students were observed during a live role-play, in which a student inputted a predetermined prompt, provided by the study authors, into Chat GPT. The prompt directed the LLM to present as a patient with a neurological condition (Figure 1).
The student, in the role of physician, then interviewed the Chat GPT and attempted to make a differential diagnosis (Figure 2).
Prompt used in Chat GPT role-play.
JMIR Med Educ 2025;11:e63353
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Patient Triage and Guidance in Emergency Departments Using Large Language Models: Multimetric Study
First released to the public in November 2022 by Open AI, Chat GPT represents a significant milestone in making LLMs accessible to the general public. Due to its accuracy and ease of use, applications of Chat GPT in assisting humans have been advantageous.
J Med Internet Res 2025;27:e71613
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A Practical Guide and Assessment on Using ChatGPT to Conduct Grounded Theory: Tutorial
Despite these challenges, Chat GPT can frequently adapt to the iterative and reflexive nature of grounded theory coding, even without training datasets [8]. Furthermore, Chat GPT can help explore different perspectives, aiding in theoretical framework development [3]. Nevertheless, there is no recent paper systematically exploring the application and effectiveness of Chat GPT in grounded theory, especially within the Chinese context.
J Med Internet Res 2025;27:e70122
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