4 results found

Alon Gorenshtein, Mahmud Omar, Yiftach Barash, Jonathan B. Kruskal, Muneeb Ahmed, Olga R. Brook, Ben Illigens, Girish N. Nadkarni, Eyal Klang

Large language models are increasingly used in clinical medicine, but their reliance on cloud servers conflicts with patient-privacy requirements and excludes resource-limited healthcare systems. Smal...

Research Square 2026-04-23 rs-9488729
Small Language Models Agentic AI Large Language Models Systematic Review Clinical Natural Language Processing Edge Deployment PRISMA

Shanshan Wang, Cheng Li, Weijian Huang, Jiarun Liu, Hao Yang, Qi Yang, Song Wu, Ye Li, Hairong Zheng

The integration of medical imaging and clinical text1,2 has enabled the emergence of generalist artificial intelligence (AI) systems for healthcare3,4. However, pervasive biases, such as imbalanced di...

Nature Portfolio 2026-04-22 rs-9447370

Mike P. Wattjes, Carsten Lukas, Sönke Langner, Hagen H. Kitzler, Michael Scheel, Andreas Bartsch, Benedikt Wiestler

The recently published 2024 revisions of the McDonald criteria unified and expanded the diagnosis of MS towards a “biological diagnosis” and incorporated new MR imaging (bio)markers. Most prominently,...

Research Square 2026-04-21 rs-9360432

Ketan Dayma, Palak Patel, Kenneth Hildreth, Tamara Jamaspishvili

Importance: Adoption of FDA-cleared AI/ML-enabled devices is rising, led by Radiology, and FDA is adapting to a newer framework of Predetermined Change Control Plan (PCCP) to enable controlled post-ma...

Research Square 2026-04-15 rs-9411603
Artificial Intelligence Radiology Predetermined Change Control Plan (PCCP) Post-Market Surveillance Software as a Medical Device (SaMD)
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