Chun Li

Semi-Supervised Disease Classification Based on Limited Medical Image Data

2024 · IEEE Journal of Biomedical and Health Informatics

Inrecent years, significant progress has been made in the field of learning from positive and unlabeled examples (PU learning), particularly in the context of advancing image and text classification tasks. However, applying PU learning to …

General information metrics for improving AI model training efficiency

2025 · Artificial Intelligence Review

Abstract To address the growing size of AI model training data and the lack of a universal data selection methodology–factors that significantly drive up training costs–this paper presents the General Information Metrics Evaluation (GIME) method. …