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Manish Sapkota
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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
2672019
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
972018
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
912016
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
772017
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
542017
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
432018
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
102020
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
72015
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
42017
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
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