Pathologist-level interpretable whole-slide cancer diagnosis with deep learning Z Zhang, P Chen, M McGough, F Xing, C Wang, M Bui, Y Xie, M Sapkota, ... Nature Machine Intelligence 1 (5), 236-245, 2019 | 269 | 2019 |
Pairwise based deep ranking hashing for histopathology image classification and retrieval X Shi, M Sapkota, F Xing, F Liu, L Cui, L Yang Pattern Recognition 81, 14-22, 2018 | 97 | 2018 |
Spatial clockwork recurrent neural network for muscle perimysium segmentation Y Xie, Z Zhang, M Sapkota, L Yang Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th …, 2016 | 91 | 2016 |
Tandemnet: Distilling knowledge from medical images using diagnostic reports as optional semantic references Z Zhang, P Chen, M Sapkota, L Yang Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 77 | 2017 |
Asymmetric discrete graph hashing X Shi, F Xing, K Xu, M Sapkota, L Yang Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 54 | 2017 |
Deep convolutional hashing for low-dimensional binary embedding of histopathological images M Sapkota, X Shi, F Xing, L Yang IEEE journal of biomedical and health informatics 23 (2), 805-816, 2018 | 43 | 2018 |
A scalable optimization mechanism for pairwise based discrete hashing X Shi, F Xing, Z Zhang, M Sapkota, Z Guo, L Yang IEEE Transactions on Image Processing 30, 1130-1142, 2020 | 10 | 2020 |
Automatic muscle perimysium annotation using deep convolutional neural network M Sapkota, F Xing, H Su, L Yang 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 205-208, 2015 | 7 | 2015 |
Aiimds: An integrated framework of automatic idiopathic inflammatory myopathy diagnosis for muscle M Sapkota, F Liu, Y Xie, H Su, F Xing, L Yang IEEE journal of biomedical and health informatics 22 (3), 942-954, 2017 | 4 | 2017 |
Nucleus Detection and Segmentation for Pathology Images Using Deep Convolutional Neural Network and Variational Autoencoder S Hai, M Sapkota, F Liu, J Cai, P Chen, L Yang LABORATORY INVESTIGATION 98, 66-66, 2018 | | 2018 |
Classification of Idiopathic Inflammatory Myopathies using Knowledge Transferred Fully Convolutional Neural Network M Sapkota, F Xing, MM McGough, L Yang LABORATORY INVESTIGATION 98, 597-597, 2018 | | 2018 |