| Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1775 | 2018 |
| Brain Tumor Segmentation and Survival Prediction Using Multimodal MRI Scans With Deep Learning L Sun, S Zhang, H Chen, L Luo Frontiers in Neuroscience 13, 810, 2019 | 230 | 2019 |
| Transposable elements are regulated by context-specific patterns of chromatin marks in mouse embryonic stem cells J He, X Fu, M Zhang, F He, W Li, MM Abdul, J Zhou, L Sun, C Chang, Y Li, ... Nature communications 10 (1), 34, 2019 | 117 | 2019 |
| Can contrastive learning avoid shortcut solutions? J Robinson, L Sun, K Yu, K Batmanghelich, S Jegelka, S Sra Advances in Neural Information Processing Systems 34, 2021 | 101 | 2021 |
| Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis L Sun, J Chen, Y Xu, M Gong, K Yu, K Batmanghelich IEEE Journal of Biomedical and Health Informatics, 2022 | 54* | 2022 |
| Context matters: Graph-based self-supervised representation learning for medical images L Sun, K Yu, K Batmanghelich Proceedings of the... AAAI Conference on Artificial Intelligence. AAAI …, 2021 | 20 | 2021 |
| Knowledge Distillation via Constrained Variational Inference A Saeedi, Y Utsumi, L Sun, K Batmanghelich, L Lehman Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 8132-8140, 2022 | 3 | 2022 |
| From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding L Sun, F Luisier, K Batmanghelich, D Florencio, C Zhang arXiv preprint arXiv:2305.14571, 2023 | 2 | 2023 |
| DrasCLR: A Self-supervised framework of learning disease-related and anatomy-specific representation for 3D lung CT images K Yu, L Sun, J Chen, M Reynolds, T Chaudhary, K Batmanghelich Medical Image Analysis, 103062, 2023 | 1 | 2023 |
Kayhan BatmanghelichAssistant Professor, Boston UniversityVerified email at bu.edu
