11 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Foundation Model Makes Clustering A Better Initialization For Cold-Start Active Learning
Han Yuan, Chuan Hong
Active learning selects the most informative samples from the unlabelled dataset to annotate in the context of a limited annotation budget. While numerous methods have been propose…
cs.CV2024★ 11 cited
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification
Han Yuan, Chuan Hong, Pengtao Jiang +5
Background: Pneumothorax is an acute thoracic disease caused by abnormal air collection between the lungs and chest wall. To address the opaqueness often associated with deep learn…
eess.IV2023
Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation
Han Yuan, Chuan Hong, Nguyen Tuan Anh Tran +2
Pneumothorax is a medical emergency caused by abnormal accumulation of air in the pleural space - the potential space between the lungs and chest wall. On 2D chest radiographs, pne…