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Signals shaping
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A focused stream of research, industry developments and ideas selected for people building the future of health.

Yusuf Yeşil, MD, MIS
Curated by Yusuf Yeşil, MD, MIS Clinical Biochemist & Health AI
Clinical AI Large Language Models Digital Health Computer Vision Health Economics AI Ethics
LATEST SIGNALS

Research and developments, with a clear point of view.

Bridging online behavior and clinical insight: A longitudinal LLM-based study of suicidality on youtube reveals novel digital markers.

Bridging online behavior and clinical insight: A longitudinal LLM-based study of suicidality on youtube reveals novel digital markers.

Longitudinal study links YouTube behavior to suicidality, revealing 166 topics and key digital markers....

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An AI-based algorithm for analyzing physical activity and health-related fitness in youth.

An AI-based algorithm for analyzing physical activity and health-related fitness in youth.

AI-driven analysis boosts youth fitness assessments: 98.448% accuracy in classification and enhanced performance predictions....

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Enhancing Developmental Language Disorder Identification with Artificial Intelligence: Development of an Explainable Screening App Using Real and Synthetic Data.

Enhancing Developmental Language Disorder Identification with Artificial Intelligence: Development of an Explainable Screening App Using Real and Synthetic Data.

AI-driven app enhances DLD identification, showing high concordance with clinical diagnoses. Key linguistic markers...

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Leading large language models on a periodontology knowledge test.

Leading large language models on a periodontology knowledge test.

Large language models show 65% accuracy in periodontology tests, lacking reliability for clinical decision...

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Data Science Education for Residents, Researchers, and Students in Psychiatry and Psychology: Program Development and Evaluation Study.

Data Science Education for Residents, Researchers, and Students in Psychiatry and Psychology: Program Development and Evaluation Study.

AI in Psychiatry Training: 10 trainees improved NLP confidence from 1.35 to 2.79! 📈💻...

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[Responsible use of AI and robotics in medicine : Opportunities, challenges and perspectives for otorhinolaryngology].

[Responsible use of AI and robotics in medicine : Opportunities, challenges and perspectives for otorhinolaryngology].

AI and robotics in medicine: Transforming practices with ethical challenges. Key principles: transparency, shared...

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Effects of Artificial Intelligence Recognition-Based Telerehabilitation on Exercise Capacity in Patients With Hypertension: Randomized Controlled Trial.

Effects of Artificial Intelligence Recognition-Based Telerehabilitation on Exercise Capacity in Patients With Hypertension: Randomized Controlled Trial.

AI telerehabilitation boosts exercise capacity in hypertension patients: 62.77m improvement in 6MWD after 8...

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Artificial intelligence-driven clustering for phenotyping life-threatening prehospital trauma.

Artificial intelligence-driven clustering for phenotyping life-threatening prehospital trauma.

AI clusters trauma patients into three phenotypes, revealing 93.1% mortality in T-1 group. Key...

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Scoping review of regulatory transparency in AI-based radiology software: analysis of PMDA-approved SaMD products.

Scoping review of regulatory transparency in AI-based radiology software: analysis of PMDA-approved SaMD products.

Exploring AI in radiology: 2026 review on PMDA-approved software reveals transparency gaps. 📊🤖

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