Handling Supervision Scarcity in Chest X-ray Classification: Long-Tailed and Zero-Shot Learning

Ha-Hieu Pham, Hai-Dang Nguyen, Thanh-Huy Nguyen +4

Chest X-Ray (CXR) classification in clinical practice is often limited by imperfect supervision, arising from (i) extreme long-tailed multi-label disease distributions and (ii) mis…