Foundation Models and Their Applications in AI

This section covers the development of foundation models based on biomedical data, as well as how these models support AI-driven applications in healthcare.

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Years in this theme: All years 2025

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Articles published in this theme: 2 (scroll down to load remaining articles)

2025

Utility-based Analysis of Statistical Approaches and Deep Learning Models for Synthetic Data Generation With Focus on Correlation Structures: Algorithm Development and Validation

Marko Miletic, Murat Sariyar

JMIR AI 2025 (Mar 20); 4:e65729

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How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective

How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective

Wojciech Nazar, Grzegorz Nazar, Aleksandra Kamińska, Ludmila Danilowicz-Szymanowicz

J Med Internet Res 2025 (Mar 18); 27:e70481

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