In simulations, prescreening could reduce bone-density scans by about 50% while retaining detection of 98–99% of osteoporosis cases.In simulations, prescreening could reduce bone-density scans by about 50% while retaining detection of 98–99% of osteoporosis cases.
A 64-million-parameter model trained on 4.3 million eye scans outperformed larger systems on benchmarks for eye conditions and three-year risks of heart attack and…A 64-million-parameter model trained on 4.3 million eye scans outperformed larger systems on benchmarks for eye conditions and three-year risks of heart attack and stroke.
Tested across six dataset and task conditions, the bilingual framework outperformed three baselines while directly generating natural-language explanations for…Tested across six dataset and task conditions, the bilingual framework outperformed three baselines while directly generating natural-language explanations for clinicians.
At 36 months before diagnosis, count-based models reached an AUROC of 0.738 compared with 0.719 for pretrained foundation models in All of Us records.At 36 months before diagnosis, count-based models reached an AUROC of 0.738 compared with 0.719 for pretrained foundation models in All of Us records.