Publications
* denotes equal contribution; ^ denotes corresponding authorship.
2023
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BRAIxDet: Learning to Detect Malignant Breast Lesion with Incomplete AnnotationsarXiv preprint 2023
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Learning Support and Trivial Prototypes for Interpretable Image ClassificationIn Proceedings of the IEEE/CVF international conference on computer vision (
ICCV ) 2023
2022
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Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification GeneralisationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (
MICCAI Early Accept ) 2022 -
Knowledge Distillation to Ensemble Global and Interpretable Prototype-based Mammogram Classification ModelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (
MICCAI Early Accept ) 2022
2021
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Detecting, Localising and Classifying Polyps from Colonoscopy Videos using Deep LearningDeep Learning for Medical Image Analysis (second edition) 2021
2020
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Photoshopping colonoscopy video framesIn IEEE 17th International Symposium on Biomedical Imaging (
ISBI ) 2020 -
Computer-aided diagnosis for characterization of colorectal lesions: comprehensive software that includes differentiation of serrated lesionsGastrointestinal endoscopy (
GIE ) 2020
2019
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One-stage five-class polyp detection and classificationIn IEEE 16th International Symposium on Biomedical Imaging (
ISBI ) 2019