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Zhihui Guo
Zhihui Guo
Applied Scientist at Microsoft
Geverifieerd e-mailadres voor microsoft.com
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Choroidal Features of Acute Macular Neuroretinopathy via Optical Coherence Tomography Angiography and Correlation With Serial Multimodal Imaging
SY Lee, JL Cheng, KM Gehrs, JC Folk, EH Sohn, SR Russell, Z Guo, ...
JAMA Ophthalmology, 2017
532017
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans
Z Guo, L Zhang, L Lu, M Bagheri, RM Summers, M Sonka, J Yao
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018
492018
Optical Coherence Tomography Analysis Based Prediction of Humphrey 24-2 Visual Field Thresholds in Patients With Glaucoma
Z Guo, YH Kwon, K Lee, K Wang, A Wahle, WLM Alward, JH Fingert, ...
Investigative Ophthalmology & Visual Science 58 (10), 3975-3985, 2017
422017
DeepCenterline: A Multi-task Fully Convolutional Network for Centerline Extraction
Z Guo, J Bai, Y Lu, X Wang, K Cao, Q Song, M Sonka, Y Yin
IPMI 2019: 26th International Conference on Information Processing in …, 2019
342019
Fully automated 3D segmentation of MR-imaged calf muscle compartments: Neighborhood relationship enhanced fully convolutional network
Z Guo, H Zhang, Z Chen, E van der Plas, L Gutmann, D Thedens, ...
Computerized Medical Imaging and Graphics 87, 101835, 2021
262021
Quantitative 3D Analysis of Coronary Wall Morphology in Heart Transplant Patients: OCT-Assessed Cardiac Allograft Vasculopathy Progression
Z Chen, M Pazdernik, H Zhang, A Wahle, Z Guo, H Bedanova, J Kautzner, ...
Medical image analysis 50, 95-105, 2018
262018
Multilingual Molecular Representation Learning via Contrastive Pre-training
Z Guo, P Sharma, A Martinez, L Du, R Abraham
ACL 2022, 2022
212022
Quantitative muscle MRI as a sensitive marker of early muscle pathology in myotonic dystrophy type 1
E van der Plas, L Gutmann, D Thedens, RK Shields, K Langbehn, Z Guo, ...
Muscle & Nerve, 2021
122021
Machine learning in a graph framework for subcortical segmentation
Z Guo, S Kashyap, M Sonka, I Oguz
Proceedings of SPIE--the International Society for Optical Engineering 10133, 2017
82017
Assisted annotation in Deep LOGISMOS: Simultaneous multi‐compartment 3D MRI segmentation of calf muscles
L Zhang, Z Guo, H Zhang, E van der Plas, TR Koscik, PC Nopoulos, ...
Medical Physics, 2023
62023
MULTIMODAL DOMAIN EMBEDDINGS VIA CONTRASTIVE LEARNING
Z Guo, PK Sharma, L DU, R Abraham
US Patent App. 17/410,701, 2023
22023
Assisted annotation in Deep LOGISMOS: Combining deep learning and graph optimization for simultaneous multi-compartment 3D segmentation of calf muscles on MRI
L Zhang, Z Guo, H Zhang, E van der Plas, TR Koscik, P Nopoulos, ...
TechRxiv. Prepint.(8 2021). doi 10, 2021
22021
Method, device and system for generating a centerline for an object in an image
J Bai, Z Guo, YIN Youbing, X Wang, Y Lu, K Cao, Q Song, X Xu, B Ouyang
US Patent 11,069,078, 2021
22021
Deep Learning Meets Graph: Novel Hybrid Methods for Improved Medical Image Analysis
Z Guo
The University of Iowa, 2019
12019
Highly Automated Analysis of Intimal and Medial Thickness in Heart-Transplant Coronary OCT Facilitates Longitudinal Studies of CAV Progression
Z Chen, A Wahle, Z Guo, H Zhang, V Karmazin, A Tomasek, H Bedanova, ...
The Journal of Heart and Lung Transplantation 36 (4), S155, 2017
12017
Volumetric quantification of calf muscle shape and morphology from 3D MR images: Fully automated deep LOGISMOS approach
L Gutmann, M Sonka, D Thedens, R Zuccarino, Z Guo, M Shy, ...
JOURNAL OF THE PERIPHERAL NERVOUS SYSTEM 25 (4), 500-500, 2020
2020
Fast and memory-efficient Just-Enough Interaction for retinal layer segmentation in OCT in layer-disrupting pathology
K Lee, H Zhang, Z Guo, A Wahle, H Bogunović, SM Waldstein, ...
Investigative Ophthalmology & Visual Science 60 (9), 155-155, 2019
2019
Multi-layer OCT segmentation in the presence of layer-disrupting pathology: Just-Enough Interaction Approach
M Sonka, K Lee, Z Guo, H Zhang, A Wahle, SM Waldstein, BS Gerendas, ...
Investigative Ophthalmology & Visual Science 59 (9), 1677-1677, 2018
2018
OCT-Predictive Visual Threshold Sensitivity Predicts Visual Field Loss in Patients with Ocular Inflammatory Disease
JJ Peairs, MD Abramoff, K Lee, Z Guo, DB Critser, JC Folk
Investigative Ophthalmology & Visual Science 58 (8), 502-502, 2017
2017
Experimental measurement of human head motion by binocular stereo vision method
J Xia, L Li, Z Guo
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2013 …, 2013
2013
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Artikelen 1–20