Yi Gao
Yi Gao
Assistant Professor, Biomedical Informatics, Stony Brook University
Verified email at gatech.edu - Homepage
TitleCited byYear
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
2162016
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
1072013
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
752012
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
662010
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
482014
Sparse Texture Active Contour
Y Gao, S Bouix, M Shenton, A Tannenbaum
IEEE Transactions on Image Processing 22 (10), 3866-3878, 2013
292013
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
272010
Neisseria
Z Shao, H Zhou, Y Gao, H Ren, L Xu, B Kan, J Xu
27*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
252017
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
242013
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
242013
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
242012
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
222015
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
202017
Combining atlas and active contour for automatic 3D medical image segmentation
Y Gao, A Tannenbaum
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro†…, 2011
202011
Shape analysis, a field in need of careful validation
Y Gao, T Riklin‐Raviv, S Bouix
Human brain mapping 35 (10), 4965-4978, 2014
192014
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
192013
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, btw749, 2017
182017
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
172019
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
172017
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Articles 1–20