selected scholarly activity
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conferences
- Supervised and semi-supervised methods of nematode images classification for drug discovery. Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 129301r-129301r-6. 2024
- Hierarchical Vision Transformers for Disease Progression Detection in Chest X-Ray Images. Lecture Notes in Computer Science. 685-695. 2023
- A new deep neural segmentation network for cerebral aneurysms in 2D digital subtraction angiography. Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 1203404-1203404-7. 2022
- CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships Between Chest X-Rays. Lecture Notes in Computer Science. 581-591. 2022
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journal articles
- Basis scaling and double pruning for efficient inference in network-based transfer learning. Pattern Recognition Letters. 177:1-6. 2024
- A deep community based approach for large scale content based X-ray image retrieval. Medical Image Analysis. 68:101847-101847. 2021
- Comparison of Chest Radiograph Interpretations by Artificial Intelligence Algorithm vs Radiology Residents. JAMA network open. 3:e2022779-e2022779. 2020
- Community structure detection from networks with weighted modularity. Pattern Recognition Letters. 122:14-22. 2019
- Learning in data-limited multimodal scenarios: Scandent decision forests and tree-based features. Medical Image Analysis. 34:30-41. 2016
- Ultrasound RF Time Series for Classification of Breast Lesions. IEEE Transactions on Medical Imaging. 34:652-661. 2015