3D foundation model for generalizable disease detection in head computed tomography
https://www.nature.com/articles/s41551-026-01668-w
Repurposing cardiovascular disease prediction models for cancer
https://www.sciencedirect.com/science/article/pii/S0959804926006295
PyHealth
https://pyhealth.dev/
Rapid cancer diagnosis using deep learning–powered label-free subcellular-resolution photoacoustic histology
https://www.science.org/doi/10.1126/sciadv.adz1820
CheXOne: A Reasoning-Enabled Vision–Language Foundation Model for Chest X-ray Interpretation
https://github.com/YBZh/CheXOne
Multimodal Autonomous Reasoning and Chat for Ultrasound and Signals
https://github.com/AshleyLab/MARCUS
EchoJEPA - A Latent Predictive Foundation Model for Echocardiography
https://github.com/bowang-lab/EchoJEPA
A foundation model for continuous glucose monitoring data
https://www.nature.com/articles/s41586-025-09925-9
VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation
https://github.com/MIC-DKFZ/VoxTell
DentalGPT: Incentivizing Multimodal Complex Reasoning in Dentistry
https://arxiv.org/abs/2512.11558
A personal health large language model for sleep and fitness coaching
https://www.nature.com/articles/s41591-025-03888-0
Generative artificial intelligence in medicine
https://www.nature.com/articles/s41591-025-03983-2
TIMER: temporal instruction modeling and evaluation for longitudinal clinical records
https://www.nature.com/articles/s41746-025-01965-9#Fig1
Learning the natural history of human disease with generative transformers
https://www.nature.com/articles/s41586-025-09529-3