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20232025
most citedSelf-supervision for medical image classification: state-of-the-art performance with ~100 labeled training samples per class

23 citations · 28 across the 4 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Diagnosing Medical Datasets with Training Dynamics

Laura Wenderoth

This study explores the potential of using training dynamics as an automated alternative to human annotation for evaluating the quality of training data. The framework used is Data…

cs.LG2024

Exploring Multi-Modality Dynamics: Insights and Challenges in Multimodal Fusion for Biomedical Tasks

Laura Wenderoth

This paper investigates the MM dynamics approach proposed by Han et al. (2022) for multi-modal fusion in biomedical classification tasks. The MM dynamics algorithm integrates featu…