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Yi Gao
Yi Gao
Professor of Biomedical Engineering, Shenzhen University
Verified email at gatech.edu - Homepage
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Cited by
Cited by
Year
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
8762016
Preoperative prediction of sentinel lymph node metastasis in breast cancer by radiomic signatures from dynamic contrast‐enhanced 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
1782019
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
1772013
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
1652019
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
1152014
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
1052012
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
832010
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
692019
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
692017
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
632017
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
592017
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
522015
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
502013
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
462017
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
412012
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
352013
Shape analysis, a field in need of careful validation
Y Gao, T Riklin‐Raviv, S Bouix
Human brain mapping 35 (10), 4965-4978, 2014
342014
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
332013
Algorithm sensitivity analysis and parameter tuning for tissue image segmentation pipelines
G Teodoro, TM KurÁ, LFR Taveira, ACMA Melo, Y Gao, J Kong, JH Saltz
Bioinformatics 33 (7), 1064-1072, 2017
322017
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
322016
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