3 citations · 4 across the 3 of their papers we have counts for
3 papers
Modern Backbones Improve Multi-task DETR for Mammography Classification and Lesion Localization
Dinh Tan Nguyen, Quang-Hien Kha, Le-Hoang Nguyen +8
Joint exam-level prediction and candidate-region localization may improve the usefulness of AI support in mammography. We study this setting using a multi-task DETR framework, wher…
Imaging-anchored multiomics in cardiovascular disease: integrating cardiac imaging, bulk, single-cell, and spatial transcriptomics
Minh H. N. Le, Tuan Vinh, Thanh-Huy Nguyen +7
Cardiovascular disease arises from interactions between inherited risk, molecular programmes, and tissue-scale remodelling that are observed clinically through imaging. Cardiac MRI…
Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis
Thanh-Huy Nguyen, Quang Hien Kha, Thai Ngoc Toan Truong +4
In recent years, many mammographic image analysis methods have been introduced for improving cancer classification tasks. Two major issues of mammogram classification tasks are lev…