Asymmetric dual thresholds and co-occurrence relationship pseudo label generation for partial multi-label task

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Jie Huang, Zhao-Min Chen, Guodao Zhang, Yisu Ge, Huiling Chen

Published: 01 Jan 2026, Last Modified: 05 Nov 2025Displays 2026EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Proposing a pseudo-labeling framework for Partial Multi-Label medical image recognition.•Introducing the ADT strategy to generate high-precision pseudo-labels.•Designing the CR strategy to discover potential positive labels.•Designing a TWL loss for robust training.•Evaluating the proposed method on three Multi-Label medical image datasets.