Yi Gao
Yi Gao
Assistant Professor, Biomedical Informatics, Stony Brook University
Verified email at gatech.edu - Homepage
Cited by
Cited by
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
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
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
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
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images
L Hou, V Nguyen, D Samaras, TM Kurc, Y Gao, T Zhao, JH Saltz
arXiv preprint arXiv:1704.00406, 2017
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
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
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, 2017
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
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, 2015
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
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
Sparse Texture Active Contour
Y Gao, S Bouix, M Shenton, A Tannenbaum
IEEE Transactions on Image Processing 22 (10), 3866-3878, 2013
Simultaneous multi-object segmentation using local robust statistics and contour interaction
Y Gao, A Tannenbaum, R Kikinis
International MICCAI Workshop on Medical Computer Vision, 195-203, 2010
Shape analysis, a field in need of careful validation
Y Gao, T Riklin‐Raviv, S Bouix
Human brain mapping 35 (10), 4965-4978, 2014
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
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
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
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
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 and Biology 39 (11), 2166-2175, 2013
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