| Patch-based convolutional neural network for whole slide tissue image classification L Hou, D Samaras, TM Kurc, Y Gao, JE Davis, JH Saltz Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 885 | 2016 |
| Preoperative prediction of sentinel lymph node metastasis in breast cancer by radiomic signatures from dynamic contrastenhanced MRI C Liu, J Ding, K Spuhler, Y Gao, M Serrano Sosa, M Moriarty, S Hussain, ... Journal of Magnetic Resonance Imaging 49 (1), 131-140, 2019 | 179 | 2019 |
| Evaluation of current algorithms for segmentation of scar tissue from late Gadolinium enhancement cardiovascular magnetic resonance of the left atrium: an open-access grand … R Karim, RJ Housden, M Balasubramaniam, Z Chen, D Perry, A Uddin, ... Journal of Cardiovascular Magnetic Resonance 15, 105, 2013 | 178 | 2013 |
| Sparse autoencoder for unsupervised nucleus detection and representation in histopathology images L Hou, V Nguyen, AB Kanevsky, D Samaras, TM Kurc, T Zhao, RR Gupta, ... Pattern recognition 86, 188-200, 2019 | 166 | 2019 |
| An effective interactive medical image segmentation method using fast growcut L Zhu, I Kolesov, Y Gao, R Kikinis, A Tannenbaum MICCAI Workshop on Interactive Medical Image Computing, 2014 | 116 | 2014 |
| A 3D Interactive Multi-object Segmentation Tool using Local Robust Statistics Driven Active Contours Y Gao, R Kikinis, S Bouix, M Shenton, A Tannenbaum Medical Image Analysis 16 (6), 1216--1227, 2012 | 105 | 2012 |
| A coupled global registration and segmentation framework with application to magnetic resonance prostate imagery Y Gao, R Sandhu, G Fichtinger, AR Tannenbaum IEEE Transactions on Medical Imaging 29 (10), 1781-1794, 2010 | 84 | 2010 |
| Synthesis of Patient-Specific Transmission Data for PET Attenuation Correction for PET/MRI Neuroimaging Using a Convolutional Neural Network KD Spuhler, J Gardus, Y Gao, C DeLorenzo, R Parsey, C Huang Journal of Nuclear Medicine 60 (4), 555-560, 2019 | 69 | 2019 |
| Cerebrospinal and interstitial fluid transport via the glymphatic pathway modeled by optimal mass transport V Ratner, Y Gao, H Lee, R Elkin, M Nedergaard, H Benveniste, ... Neuroimage 152, 530-537, 2017 | 69 | 2017 |
| Towards Generation, Management, and Exploration of Combined Radiomics and Pathomics Datasets for Cancer Research J Saltz, J Almeida, Y Gao, A Sharma, E Bremer, T DiPrima, M Saltz, ... AMIA Summits on Translational Science Proceedings 2017, 85, 2017 | 63 | 2017 |
| A Containerized Software System for Generation, Management, and Exploration of Features from Whole Slide Tissue Images J Saltz, A Sharma, G Iyer, E Bremer, F Wang, A Jasniewski, T DiPrima, ... Cancer Research 77 (21), e79-e82, 2017 | 59 | 2017 |
| Efficient multiple instance convolutional neural networks for gigapixel resolution image classification L Hou, D Samaras, TM Kurc, Y Gao, JE Davis, JH Saltz arXiv preprint arXiv:1504.07947 7 (174-182), 2, 2015 | 52 | 2015 |
| Automatic segmentation of the left atrium from MR images via variational region growing with a moments-based shape prior L Zhu, Y Gao, A Yezzi, A Tannenbaum IEEE Transactions on Image Processing 22 (12), 5111-5122, 2013 | 50 | 2013 |
| ConvNets with Smooth Adaptive Activation Functions for Regression L Hou, D Samaras, T Kurc, Y Gao, J Saltz Artificial Intelligence and Statistics, 430-439, 2017 | 46 | 2017 |
| Automatic quantification of filler dispersion in polymer composites Z Li, Y Gao, KS Moon, Y Yao, A Tannenbaum, CP Wong Polymer 53 (7), 1571-1580, 2012 | 41 | 2012 |
| Automated skin segmentation in ultrasonic evaluation of skin toxicity in breast cancer radiotherapy Y Gao, A Tannenbaum, H Chen, M Torres, E Yoshida, X Yang, Y Wang, ... Ultrasound in medicine & biology 39 (11), 2166-2175, 2013 | 35 | 2013 |
| Shape analysis, a field in need of careful validation Y Gao, T RiklinRaviv, S Bouix Human brain mapping 35 (10), 4965-4978, 2014 | 34 | 2014 |
| Automatic histopathology image analysis with CNNs L Hou, K Singh, D Samaras, TM Kurc, Y Gao, RJ Seidman, JH Saltz 2016 New York Scientific Data Summit (NYSDS), 1-6, 2016 | 33 | 2016 |
| Automatic delineation of the myocardial wall from CT images via shape segmentation and variational region growing L Zhu, Y Gao, V Appia, A Yezzi, C Arepalli, T Faber, A Stillman, ... IEEE Transactions on Biomedical Engineering 60 (10), 2887-2895, 2013 | 33 | 2013 |
| Algorithm sensitivity analysis and parameter tuning for tissue image segmentation pipelines G Teodoro, TM Kurç, LFR Taveira, ACMA Melo, Y Gao, J Kong, JH Saltz Bioinformatics 33 (7), 1064-1072, 2017 | 32 | 2017 |
