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Skip search results from other journals and go to results- 1726 Online Journal of Public Health Informatics
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Early on, telemedicine referred to the use of technologies like radio to enable patient access to medical care in remote locations. However, with the advancement of technology, telemedicine has evolved and has been optimized to use sophisticated platforms that incorporate advanced computing and communication technologies [3,4].
JMIR Form Res 2025;9:e60294
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A wide array of LLMs is now accessible, including open-source models, offering solutions that cater to both the public and medical professionals [1,4].
The efficacy of these models has been demonstrated in a variety of tasks, albeit with some limitations [5,6]. For instance, LLMs, such as GPT, have shown promise in providing diagnostic assistance and answering medical queries [5,7-9].
JMIR Med Inform 2025;13:e66917
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By 2024, 692 AI/ML medical devices or algorithms were authorized and listed by the US FDA (Food and Drug Administration), mainly in radiology, followed by cardiology [7]. Such a database does not exist in Germany [8]. The German Federal Institute for Drugs and Medical Devices lists 65 digital health applications for patients that meet European standards for medical devices (CE-marked) and are reimbursed by public health insurance [9].
J Med Internet Res 2025;27:e70487
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The Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM), maintained by the Observational Health Data Sciences and Informatics (OHDSI) community, has emerged as a leading standardization solution with significant advantages for digital health research [6,7]. OMOP provides extensive documentation, quality monitoring libraries, and analytic tools that support research initiatives across multiple scales [8,9].
J Med Internet Res 2025;27:e69004
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This framework is rooted in Zuoyi GPT, a powerful architecture that builds upon the transformer model and has undergone extensive training and fine-tuning using extensive medical literature, clinical records, both online and offline patient visit data, and expert annotations. Compared to Chat GPT with GPT-4, Zuoyi GPT boasts more specialized medical information and clinical experience.
JMIR Med Inform 2025;13:e70096
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Current Whats App utilization includes aiding in the preparation for professional medical licensing examinations and facilitating online-mediated learning [37,38]. It serves as a data collection tool for health questionnaires related to conditions like Williams-Beuren syndrome and acts as a survey tool for patients with COVID-19 and cancer [39,40].
JMIR Pediatr Parent 2025;8:e58752
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This understanding is particularly relevant for the fields of digital health and medical informatics, where privacy concerns are often heightened due to the sensitive nature of personal data. It equips policy makers and practitioners with tools to better address privacy violations, empower users with greater control over their data (eg, privacy self-management), and promote safer technological ecosystems through design principles such as privacy by design [11,12,58,66-68].
J Med Internet Res 2025;27:e71951
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Bridging Gaps in Telemedicine Education in Romania to Support Future Health Care: Scoping Review
For the purposes of this study and in accordance with Romanian legislation, telemedicine is defined as the use of digital technologies to deliver medical acts such as diagnosis, treatment, and therapy performed exclusively by licensed medical professionals. This differs from telehealth, which encompasses broader health-related services, including health education, prevention, and administrative activities.
JMIR Med Educ 2025;11:e66458
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Therefore, poor adherence to inhaled medication increases the rate of acute exacerbation and readmission of patients with COPD, which increases the burden on the medical system and the economic burden of patients [12].
J Med Internet Res 2025;27:e65309
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Ethical Challenges and Opportunities of AI in End-of-Life Palliative Care: Integrative Review
Its application in areas such as the anticipation of complications, the personalization of treatments, and the optimization of resources has proven to be a key catalyst for improving the quality and efficiency of medical care [2].
Palliative medicine has also begun to benefit from the transformative potential of these technologies.
Interact J Med Res 2025;14:e73517
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