Deep learning in microscopy image analysis: A survey F Xing, Y Xie, H Su, F Liu, L Yang IEEE transactions on neural networks and learning systems 29 (10), 4550-4568, 2017 | 474 | 2017 |
Inducible depletion of satellite cells in adult, sedentary mice impairs muscle regenerative capacity without affecting sarcopenia CS Fry, JD Lee, J Mula, TJ Kirby, JR Jackson, F Liu, L Yang, CL Mendias, ... Nature medicine 21 (1), 76-80, 2015 | 463 | 2015 |
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 | 329 | 2019 |
Region segmentation in histopathological breast cancer images using deep convolutional neural network H Su, F Liu, Y Xie, F Xing, S Meyyappan, L Yang 2015 IEEE 12th international symposium on biomedical imaging (ISBI), 55-58, 2015 | 129 | 2015 |
Systemic AAV8-mediated gene therapy drives whole-body correction of myotubular myopathy in dogs DL Mack, K Poulard, MA Goddard, V Latournerie, JM Snyder, RW Grange, ... Molecular Therapy 25 (4), 839-854, 2017 | 118 | 2017 |
Deep voting: A robust approach toward nucleus localization in microscopy images Y Xie, X Kong, F Xing, F Liu, H Su, L Yang Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th …, 2015 | 111 | 2015 |
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 | 101 | 2018 |
Automated image analysis of skeletal muscle fiber cross-sectional area J Mula, JD Lee, F Liu, L Yang, CA Peterson Journal of Applied Physiology 114 (1), 148-155, 2013 | 68 | 2013 |
A novel cell detection method using deep convolutional neural network and maximum-weight independent set F Liu, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2015 | 65 | 2015 |
Aged muscle demonstrates fiber-type adaptations in response to mechanical overload, in the absence of myofiber hypertrophy, independent of satellite cell abundance JD Lee, CS Fry, J Mula, TJ Kirby, JR Jackson, F Liu, L Yang, ... Journals of Gerontology Series A: Biomedical Sciences and Medical Sciences …, 2016 | 61 | 2016 |
Automated fiber-type-specific cross-sectional area assessment and myonuclei counting in skeletal muscle F Liu, CS Fry, J Mula, JR Jackson, JD Lee, CA Peterson, L Yang Journal of Applied Physiology 115 (11), 1714-1724, 2013 | 47 | 2013 |
Texture analysis for muscular dystrophy classification in MRI with improved class activation mapping J Cai, F Xing, A Batra, F Liu, GA Walter, K Vandenborne, L Yang Pattern recognition 86, 368-375, 2019 | 46 | 2019 |
Automated image segmentation of haematoxylin and eosin stained skeletal muscle cross‐sections F Liu, AL Mackey, R Srikuea, KA Esser, L Yang Journal of microscopy 252 (3), 275-285, 2013 | 42 | 2013 |
Differential muscle hypertrophy is associated with satellite cell numbers and Akt pathway activation following activin type IIB receptor inhibition in Mtm1 p. R69C mice MW Lawlor, MG Viola, H Meng, RV Edelstein, F Liu, K Yan, EJ Luna, ... The American journal of pathology 184 (6), 1831-1842, 2014 | 36 | 2014 |
Brain disease diagnosis using deep learning features from longitudinal MR images L Gao, H Pan, F Liu, X Xie, Z Zhang, J Han, ... Web and Big Data: Second International Joint Conference, APWeb-WAIM 2018 …, 2018 | 32 | 2018 |
Treatment with ActRIIB-mFc produces myofiber growth and improves lifespan in the Acta1 H40Y murine model of nemaline myopathy J Tinklenberg, H Meng, L Yang, F Liu, RG Hoffmann, M Dasgupta, ... The American Journal of Pathology 186 (6), 1568-1581, 2016 | 29 | 2016 |
Robust muscle cell quantification using structured edge detection and hierarchical segmentation F Liu, F Xing, Z Zhang, M Mcgough, L Yang Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th …, 2015 | 18 | 2015 |
Robust muscle cell segmentation using region selection with dynamic programming F Liu, F Xing, L Yang 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 521-524, 2014 | 15 | 2014 |
Structured orthogonal matching pursuit for feature selection X Shi, F Xing, Z Guo, H Su, F Liu, L Yang Neurocomputing 349, 164-172, 2019 | 9 | 2019 |
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 |