Ruo-Gu Fang

Most-cited papers

REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs
J. Orlando, H. Fu, J. Breda, K. V. Keer +27 more
2019Medical Image Anal.923 citations Open access
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Towards computational models of kinship verification
Ruo-Gu Fang, Kevin D. Tang, Noah Snavely, Tsu-Han Chen
20102010 IEEE International Conference on Image Processing299 citations
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Computational Health Informatics in the Big Data Age
Ruo-Gu Fang, S. Pouyanfar, Yimin Yang, Shu-Ching Chen +1 more
2016ACM Computing Surveys218 citations
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Clinical Report Guided Retinal Microaneurysm Detection With Multi-Sieving Deep Learning
L. Dai, Ruo-Gu Fang, Hua-Ting Li, Xu-Hong Hou +3 more
2018IEEE Transactions on Medical Imaging148 citations Open access
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A survey on medical image analysis in diabetic retinopathy
S. Stolte, Ruo-Gu Fang
2020Medical Image Anal.124 citations
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Modular machine learning for Alzheimer's disease classification from retinal vasculature
Jian-Qiao Tian, Glenn Smith, Han Guo, Bo-Ya Liu +4 more
2021Scientific Reports115 citations Open access
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Domain-invariant interpretable fundus image quality assessment
Yaxin Shen, Bin Sheng, Ruo-Gu Fang, Hua-Ting Li +5 more
2020Medical Image Anal.115 citations Open access
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Kinship classification by modeling facial feature heredity
Ruo-Gu Fang, Andrew C. Gallagher, Tsu-Han Chen, A. Loui
20132013 IEEE International Conference on Image Processing113 citations
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Automatic Choroid Layer Segmentation from Optical Coherence Tomography Images Using Deep Learning
Saleha Masood, Ruo-Gu Fang, P. Li, Hua-Ting Li +7 more
2019Scientific Reports83 citations Open access
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Deep Evolutionary Networks with Expedited Genetic Algorithm for Medical Image Denoising
Peng Liu, M. Basha, Yangjunyi Li, Yao Xiao +2 more
2019Medical Image Anal.82 citations Open access
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Identifying relations of medications with adverse drug events using recurrent convolutional neural networks and gradient boosting
Xi Yang, J. Bian, Ruo-Gu Fang, Ragnhildur I. Bjarnadottir +2 more
2019J. Am. Medical Informatics Assoc.78 citations Open access
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Machine learning and individual variability in electric field characteristics predict tDCS treatment response
Alejandro Albizu, Ruo-Gu Fang, A. Indahlastari, A. O'Shea +6 more
2020Brain Stimulation77 citations Open access
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Retinal Vessel Segmentation Using Minimum Spanning Superpixel Tree Detector
Bin Sheng, P. Li, Shuangjia Mo, Hua-Ting Li +5 more
2019IEEE Transactions on Cybernetics73 citations Open access
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Development and Validation of the Automated Imaging Differentiation in Parkinsonism (AID-P): A Multi-Site Machine Learning Study
Derek B. Archer, J. T. Bricker, Winston T. Chu, Roxana G. Burciu +27 more
2019The Lancet Digital Health67 citations Open access
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Low-rise gable roof buildings pressure prediction using deep neural networks
Jian-Qiao Tian, K. Gurley, Maximillian T. Diaz, Pedro L. Fernández-Cabán +2 more
202064 citations
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Robust Low-dose CT Perfusion Deconvolution via Tensor Total-Variation Regularization
Ruo-Gu Fang, Shaoting Zhang, Tsu-Han Chen, P. Sanelli
2015IEEE Transactions on Medical Imaging64 citations Open access
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Towards robust deconvolution of low-dose perfusion CT: Sparse perfusion deconvolution using online dictionary learning
Ruo-Gu Fang, Tsu-Han Chen, P. Sanelli
2013Medical Image Anal.57 citations Open access
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CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation
Peng Liu, B. Kong, Zhongyu Li, Shaoting Zhang +1 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention41 citations Open access
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Wide Inference Network for Image Denoising
Peng Liu, Ruo-Gu Fang
2017arXiv.org39 citations
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Distributed Pruning Towards Tiny Neural Networks in Federated Learning
Hong Huang, Lan Zhang, Chaoyue Sun, Ruo-Gu Fang +2 more
2022IEEE International Conference on Distributed Computing Systems34 citations Open access
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Abdominal adipose tissues extraction using multi-scale deep neural network
Fei Jiang, Hua-Ting Li, Xu-Hong Hou, Bin Sheng +5 more
2017Neurocomputing29 citations
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Retinal Microaneurysm Detection Using Clinical Report Guided Multi-sieving CNN
L. Dai, Bin Sheng, Qiang Wu, Hua-Ting Li +3 more
2017International Conference on Medical Image Computing and Computer-Assisted Intervention27 citations
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CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation
Peng Liu, Charlie Tran, B. Kong, Ruo-Gu Fang
2021Neurocomputing24 citations Open access
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Rotational and reflectional equivariant convolutional neural network for data-limited applications: Multiphase flow demonstration
B. Siddani, S. Balachandar, Ruo-Gu Fang
2021The Physics of Fluids24 citations Open access
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STIR-Net: Deep Spatial-Temporal Image Restoration Net for Radiation Reduction in CT Perfusion
Yao Xiao, Peng Liu, Yun Liang, S. Stolte +4 more
2019Frontiers in Neurology24 citations Open access
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Indexing and mining large-scale neuron databases using maximum inner product search
Zhongyu Li, Ruo-Gu Fang, Fu-Min Shen, A. Katouzian +1 more
2017Pattern Recognition23 citations
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Learning Pixel-Distribution Prior with Wider Convolution for Image Denoising
Peng Liu, Ruo-Gu Fang
2017arXiv.org18 citations
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Baseline Neuroimaging Predicts Decline to Dementia From Amnestic Mild Cognitive Impairment
Joseph M. Gullett, Alejandro Albizu, Ruo-Gu Fang, D. Loewenstein +8 more
2021Frontiers in Aging Neuroscience17 citations Open access
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Multi-task Fundus Image Quality Assessment via Transfer Learning and Landmarks Detection
Yaxin Shen, Ruo-Gu Fang, Bin Sheng, L. Dai +4 more
2018MLMI@MICCAI17 citations
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Improving Low-Dose Blood-Brain Barrier Permeability Quantification Using Sparse High-Dose Induced Prior for Patlak Model
Ruo-Gu Fang, Kolbeinn Karlsson, Tsu-Han Chen, P. Sanelli
2013Medical Image Anal.17 citations Open access
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A spatio-temporal low-rank total variation approach for denoising arterial spin labeling MRI data
Ruo-Gu Fang, Jun-Zhou Huang, Wen-Ming Luh
2015IEEE International Symposium on Biomedical Imaging16 citations
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FedTiny: Pruned Federated Learning Towards Specialized Tiny Models
Hong Huang, Lan Zhang, Chaoyue Sun, Ruo-Gu Fang +2 more
2022arXiv.org14 citations Open access
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Neural Network Evolution Using Expedited Genetic Algorithm for Medical Image Denoising
Peng Liu, Yangjunyi Li, M. Basha, Ruo-Gu Fang
2018International Conference on Medical Image Computing and Computer-Assisted Intervention14 citations
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Fast Preconditioning for Accelerated Multi-contrast MRI Reconstruction
Ruoyu Li, Yeqing Li, Ruo-Gu Fang, Shaoting Zhang +2 more
2015International Conference on Medical Image Computing and Computer-Assisted Intervention14 citations
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Tensor Total-Variation Regularized Deconvolution for Efficient Low-Dose CT Perfusion
Ruo-Gu Fang, P. Sanelli, Shaoting Zhang, Tsu-Han Chen
2014International Conference on Medical Image Computing and Computer-Assisted Intervention14 citations Open access
Semantic Scholar
Segmentation of Liver Tumor Using Efficient Global Optimal Tree Metrics Graph Cuts
Ruo-Gu Fang, R. Zabih, A. Raj, Tsu-Han Chen
2011Abdominal Imaging14 citations
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Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods
Ze-Hao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma +3 more
2022BMC Medical Informatics and Decision Making13 citations Open access
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Automatic choroid layer segmentation using normalized graph cut
Saleha Masood, Bin Sheng, Ping Li, Ruimin Shen +2 more
2018IET Image Processing13 citations
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SDCNet: Smoothed dense-convolution network for restoring low-dose cerebral CT perfusion
Peng Liu, Ruo-Gu Fang
2018IEEE International Symposium on Biomedical Imaging11 citations Open access
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Transfer-Gan: Multimodal Ct Image Super-Resolution Via Transfer Generative Adversarial Networks
Yao Xiao, K. R. Peters, W. Fox, John H. Rees +5 more
2020IEEE International Symposium on Biomedical Imaging10 citations
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TENDER: Tensor non-local deconvolution enabled radiation reduction in CT perfusion
Ruo-Gu Fang, Ajay Gupta, Jun-Zhou Huang, P. Sanelli
2016Neurocomputing9 citations Open access
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Maximum inner product search for morphological retrieval of large-scale neuron data
Zhongyu Li, Fu-Min Shen, Ruo-Gu Fang, Sailesh Conjeti +2 more
2016IEEE International Symposium on Biomedical Imaging9 citations
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Tree-metrics graph cuts for brain MRI segmentation with tree cutting
Ruo-Gu Fang, Yuhan Chen, R. Zabih, Tsu-Han Chen
20102010 Western New York Image Processing Workshop9 citations
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Sparsity-based deconvolution of low-dose brain perfusion CT in subarachnoid hemorrhage patients
Ruo-Gu Fang, Tsu-Han Chen, P. Sanelli
2012IEEE International Symposium on Biomedical Imaging8 citations
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Sparsity-Based Deconvolution of Low-Dose Perfusion CT Using Learned Dictionaries
Ruo-Gu Fang, Tsu-Han Chen, P. Sanelli
2012International Conference on Medical Image Computing and Computer-Assisted Intervention8 citations Open access
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DeepDynaForecast: Phylogenetic-informed graph deep learning for epidemic transmission dynamic prediction
Chaoyue Sun, Ruo-Gu Fang, M. Salemi, M. Prosperi +1 more
2023bioRxiv7 citations Open access
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Unraveling somatotopic organization in the human brain using machine learning and adaptive supervoxel-based parcellations
Kyle B. See, D. Arpin, D. Vaillancourt, Ruo-Gu Fang +1 more
2021NeuroImage7 citations Open access
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Leveraging coupled multi-index for scalable retrieval of mammographic masses
Menglin Jiang, Shaoting Zhang, Ruo-Gu Fang, Dimitris N. Metaxas
2015IEEE International Symposium on Biomedical Imaging7 citations
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Tissue-Specific Sparse Deconvolution for Low-Dose CT Perfusion
Ruo-Gu Fang, Tsu-Han Chen, P. Sanelli
2013International Conference on Medical Image Computing and Computer-Assisted Intervention7 citations Open access
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Wound size measurement of lower extremity ulcers using segmentation algorithms
A. Dadkhah, Xing Pang, E. Solis, Ruo-Gu Fang +1 more
2016SPIE BiOS6 citations
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