{"schema":"hottub-news/story/v1","story":"st_hlpwoag45auqgy6z5dzq","title":"Wrong Organ, Right Physics: Transferring Echocardiography Pretraining to Lung Ultrasound for Tuberculosis Screening","title_en":null,"outlets":1,"brief":null,"page":"https://hottub.news/stories/wrong-organ-right-physics-transferring-echocardiography-pretraining-to-hlpwoag45a","count":1,"items":[{"id":"n_hlpwoag45auqgy6z5dzq","seq":1756492,"kind":"article","title":"Wrong Organ, Right Physics: Transferring Echocardiography Pretraining to Lung Ultrasound for Tuberculosis Screening","url":"https://arxiv.org/abs/2610.03290","summary":"arXiv:2610.03290v1 Announce Type: cross Abstract: Lung ultrasound (LUS) is attractive for tuberculosis (TB) screening at primary-care level, but labelled cohorts are small. Echocardiography carries no such constraint, while sharing the same underlying ultrasound imaging physics, signal processing and B-mode appearance as LUS. We ask whether an encoder pretrained on that high-resource ultrasound domain carries representations that remain usable in the low-resource one. Only…","published":"2026-10-05T04:00:00Z","seen":"2026-10-05T04:11:02Z","lang":"en","source":{"id":"kite-arxiv-org-1637f0","name":"arxiv.org","domain":"rss.arxiv.org"},"via":"kite-arxiv-org-1637f0","topics":["photonics","eess.iv","cs.cv","cs.lg"],"authors":["Christiaan M. Geldenhuys, Joshua M. Jansen van V\\\"uren, V\\'eronique Suttels…"],"entities":[{"id":"Q12204","name":"tuberculosis","type":"event"}],"mentions":2,"story":"st_hlpwoag45auqgy6z5dzq","category":"health","category_p":0.7099999785423279,"sentiment":"neutral","tone":0.0,"political":0.009999999776482582}]}