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Evaluating and Enhancing Japanese Large Language Models for Genetic Counseling Support: Comparative Study of Domain Adaptation and the Development of an Expert-Evaluated Dataset

In addition, Sukeda et al [11,12] conducted domain adaptation for the medical fields on several Japanese LLMs. However, there are no studies specifically examining Japanese LLMs’ medical proficiency in genetic counseling. It is crucial not only to measure the general medical capabilities of LLMs through medical examinations but also to have experts evaluate LLMs in specialized tasks within the medical field.

Takuya Fukushima, Masae Manabe, Shuntaro Yada, Shoko Wakamiya, Akiko Yoshida, Yusaku Urakawa, Akiko Maeda, Shigeyuki Kan, Masayo Takahashi, Eiji Aramaki

JMIR Med Inform 2025;13:e65047

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Development and Implementation of a Safety Incident Report System for Health Care Discipline Students During Clinical Internships: Observational Study

In countries such as Argentina, Brazil, Chile, Ecuador, and Spain, medical and nursing programs follow this general structure but with some national variations. For example, in Spain, medical students undergo a rigorous 6-year program with a strong emphasis on clinical rotations in the later years. Nursing programs in Spain typically last 4 years, with the final year focused on intensive clinical practice.

Eva Gil-Hernández, Irene Carrillo, Mercedes Guilabert, Elena Bohomol, Piedad C Serpa, Vanessa Ribeiro Neves, Maria Maluenda Martínez, Jimmy Martin-Delgado, Clara Pérez-Esteve, César Fernández, José Joaquín Mira

JMIR Med Educ 2024;10:e56879

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Census-Dependent Mortality of Ventilated Patients With COVID-19 in Israel: Noninterventional Observational Cohort Study

At the onset of the pandemic, medical systems worldwide have been tremendously challenged by COVID-19, leading to major disruptions in routine hospital services, leading to chaos and exhausting reserve medical supplies [3-6]. Excess mortality beyond expected rates has been observed in many countries, including Israel [7]. Possibly, many potentially curable patients might have died because medical services were overwhelmed [6-8].

Joseph Mendlovic, Francis B Mimouni

Interact J Med Res 2024;13:e41749

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Participatory Development of an Integrated, eHealth-Supported, Educational Care Pathway (Diabetes Box) for People With Type 2 Diabetes: Development and Usability Study

We specified the research question “What diabetes self-management education strategies are being used in regular medical care?” The search strategies combined the terms “diabetes self management education,” “technology/telemonitoring/glucose monitoring,” and “healthcare/medical care.” We searched Pub Med and used Google for a broader search.

Daan Leonhard de Frel, Mariëlle A Schroijen, Jiska J Aardoom, Wesley van Gils, Sasja D Huisman, Veronica R Janssen, Anke Versluis, Maaike S Kleinsmann, Douwe E Atsma, Hanno Pijl

JMIR Hum Factors 2024;11:e45055

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Measuring e-Professional Behavior of Doctors of Medicine and Dental Medicine on Social Networking Sites: Indexes Construction With Formative Indicators

The American Board of Internal Medicine (ABIM) guidelines on medical professionalism define 3 fundamental principles and a set of 10 professional responsibilities (or commitments). Fundamental principles are the importance of patient welfare, the principle of patient autonomy, and the principle of social justice.

Marko Marelić, Ksenija Klasnić, Tea Vukušić Rukavina

JMIR Med Educ 2024;10:e50156

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Existing Barriers Faced by and Future Design Recommendations for Direct-to-Consumer Health Care Artificial Intelligence Apps: Scoping Review

The scarcity and uneven distribution of health care resources, such as medical facilities and professionals, often impedes people’s access to timely and effective health care services and professional medical advice, which has been a significant health concern worldwide [1].

Xin He, Xi Zheng, Huiyuan Ding

J Med Internet Res 2023;25:e50342

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Predicting Waist Circumference From a Single Computed Tomography Image Using a Mobile App (Measure It): Development and Evaluation Study

Usability and validity evaluation among medical teams will be the next step before its use in clinical trials and multicentric studies.

Abderrahmen Masmoudi, Amine Zouari, Ahmed Bouzid, Kais Fourati, Soulaimen Baklouti, Mohamed Ben Amar, Salah Boujelben

JMIRx Med 2023;4:e38852

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Authors’ Response to Peer Reviews of “Predicting Waist Circumference From a Single Computed Tomography Image Using a Mobile App (Measure It): Development and Evaluation Study”

Abdominal obesity is an important morbidity risk factor in many medical and surgical specialties. 11. The comment “Also, for a radiologist, conventional CT scan method requires training and can be more or less time consuming” is puzzling in light of the ease of using a tape measure in pretreatment planning. Response: I agree, and I modified it. 12. “Since smartphones are commonly available even in low- and middle-income countries”—CT scanners are not so prevalent. This is a pointless polemic.

Abderrahmen Masmoudi, Amine Zouari, Ahmed Bouzid, Kais Fourati, Soulaimen Baklouti, Mohamed Ben Amar, Salah Boujelben