selected publications
- Learning with less supervision: A survey of label-efficient learning for medical image analysis. Medical image analysis. 2026 Information Resource GET IT
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LLM-Driven Medical Report Generation via Communication-Efficient Heterogeneous Federated Learning.
IEEE transactions on medical imaging.
2026
Academic Article
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Times cited: 4 -
Boosting Convolution With Efficient MLP-Permutation for Volumetric Medical Image Segmentation.
IEEE transactions on medical imaging.
2025
Academic Article
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Times cited: 5 -
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions.
IEEE reviews in biomedical engineering.
2025
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Times cited: 79 -
LENAS: Learning-Based Neural Architecture Search and Ensemble for 3-D Radiotherapy Dose Prediction.
IEEE transactions on cybernetics.
2024
Academic Article
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Times cited: 10 -
BoNuS: Boundary Mining for Nuclei Segmentation With Partial Point Labels.
IEEE transactions on medical imaging.
2024
Academic Article
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Times cited: 21 -
Adaptive Fusion of Deep Learning With Statistical Anatomical Knowledge for Robust Patella Segmentation From CT Images.
IEEE journal of biomedical and health informatics.
2024
Academic Article
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Times cited: 8 -
Automatic segmentation of fat metaplasia on sacroiliac joint MRI using deep learning.
Insights into imaging.
2024
Academic Article
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Times cited: 3 -
Nuclei segmentation with point annotations from pathology images via self-supervised learning and co-training.
Medical image analysis.
2023
Academic Article
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Times cited: 44 -
Deep learning for computational cytology: A survey.
Medical image analysis.
2022
Information Resource
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Times cited: 97