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Multimodal ChatGPT-4V for Electrocardiogram Interpretation: Promise and Limitations
J Med Internet Res 2024;26:e54607
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The Evaluation of Generative AI Should Include Repetition to Assess Stability
JMIR Mhealth Uhealth 2024;12:e57978
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Zhang et al [99] proposed a tumor detection framework for PDAC using CT. The framework utilized feature pyramid networks with the faster R-CNN model. The Affiliated Hospital of Qingdao University provided a dataset containing 2890 CT images, and a classification AUC of 0.9455 was achieved. This framework outperformed the state-of-the-art methods, but still suffered from input uncertainty inherent in closed-source datasets.
JMIR Med Inform 2021;9(6):e26601
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COVID-19 and Laparoscopic Surgery: Scoping Review of Current Literature and Local Expertise
JMIR Public Health Surveill 2020;6(2):e18928
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Zhang and Adipat [11] also highlighted issues specific to mobile devices, such as the mobile context, hardware limitations, and data-entry challenges as additional considerations not addressed with these models.
Despite the increasing willingness of consumers to try m Health apps [12], it is important to understand and appeal to the motivations of the users and decrease barriers to “digital adherence.” User experience research is thus a critical component to the success of m Health apps.
JMIR Mhealth Uhealth 2019;7(1):e12160
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