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Shuo Han · SciRah

Researcher profile · Semantic Scholar

Shuo Han

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Shuo Han — researcher profile on SciRah

h-index: 16
Works: 51
Citations: 1,766

Most-cited papers

CHAOS Challenge - Combined (CT-MR) Healthy Abdominal Organ Segmentation
A. E. Kavur, N. Gezer, M. Baris, Sinem Aslan +23 more
2020Medical Image Anal.926 citations Open access
Semantic Scholar
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images
A. Carass, Jennifer L. Cuzzocreo, Shuo Han, C. Hernandez-Castillo +19 more
2018NeuroImage104 citations Open access
Semantic Scholar
DeepSynth: Three-dimensional nuclear segmentation of biological images using neural networks trained with synthetic data
K. Dunn, Chi-Chen Fu, D. J. Ho, Soonam Lee +3 more
2019Scientific Reports96 citations Open access
Semantic Scholar
Automatic Cerebellum Anatomical Parcellation using U-Net with Locally Constrained Optimization
Shuo Han, A. Carass, Yu-Fan He, Jerry L Prince
2020NeuroImage91 citations Open access
Semantic Scholar
Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation
Chi-Chen Fu, Soonam Lee, D. J. Ho, Shuo Han +3 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)67 citations Open access
Semantic Scholar
Longitudinal analysis of regional cerebellum volumes during normal aging
Shuo Han, Y. An, A. Carass, Jerry L Prince +1 more
2020NeuroImage59 citations Open access
Semantic Scholar
Coordinate Translator for Learning Deformable Medical Image Registration
Yi-Hao Liu, Lianrui Zuo, Shuo Han, Yuan Xue +2 more
2022MMMI@MICCAI54 citations Open access
Semantic Scholar
Brain ventricle parcellation using a deep neural network: Application to patients with ventriculomegaly
Mu-Han Shao, Shuo Han, A. Carass, Xiang Lisa Li +4 more
2019NeuroImage: Clinical46 citations Open access
Semantic Scholar
Nuclei segmentation of fluorescence microscopy images using convolutional neural networks
Chi-Chen Fu, D. J. Ho, Shuo Han, Paul Salama +2 more
2017IEEE International Symposium on Biomedical Imaging27 citations
Semantic Scholar
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data
Yi-Hao Liu, A. Carass, Lianrui Zuo, Yu-Fan He +8 more
2022IEEE Transactions on Medical Imaging26 citations Open access
Semantic Scholar
Disentangling A Single MR Modality
Lianrui Zuo, Yi-Hao Liu, Yuan Xue, Shuo Han +4 more
2022DALI@MICCAI22 citations Open access
Semantic Scholar
A Standardized Pipeline for Examining Human Cerebellar Grey Matter Morphometry using Structural Magnetic Resonance Imaging.
Rebecca Kerestes, Shuo Han, S. Balachander, C. Hernandez-Castillo +3 more
2022Journal of Visualized Experiments22 citations
Semantic Scholar
Shortcomings of Ventricle Segmentation Using Deep Convolutional Networks
Mu-Han Shao, Shuo Han, A. Carass, Xiang Lisa Li +3 more
2018MLCN/DLF/iMIMIC@MICCAI20 citations Open access
Semantic Scholar
Cerebellum Parcellation with Convolutional Neural Networks
Shuo Han, Yu-Fan He, A. Carass, S. Ying +1 more
2019Image Processing19 citations Open access
Semantic Scholar
Three Dimensional Blind Image Deconvolution for Fluorescence Microscopy using Generative Adversarial Networks
Soonam Lee, Shuo Han, Paul Salama, K. Dunn +1 more
2019IEEE International Symposium on Biomedical Imaging18 citations Open access
Semantic Scholar
Masked Autoencoders for Low-dose CT Denoising
Dayang Wang, Yong-Shun Xu, Shuo Han, Hengyong Yu
2022IEEE International Symposium on Biomedical Imaging16 citations
Semantic Scholar
Three Dimensional Synthetic Non-Ellipsoidal Nuclei Volume Generation Using Bézier Curves
Alain Chen, Li-Ming Wu, Shuo Han, Paul Salama +2 more
2021IEEE International Symposium on Biomedical Imaging16 citations
Semantic Scholar
Nuclei counting in microscopy images with three dimensional generative adversarial networks
Shuo Han, Soonam Lee, Chi-Chen Fu, Paul Salama +2 more
2019Image Processing11 citations
Semantic Scholar
RCNN-SliceNet: A Slice and Cluster Approach for Nuclei Centroid Detection in Three-Dimensional Fluorescence Microscopy Images
Li-Ming Wu, Shuo Han, Alain Chen, Paul Salama +2 more
20212021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)10 citations Open access
Semantic Scholar
Automatic outlier detection using hidden Markov model for cerebellar lobule segmentation
Lianrui Zuo, A. Carass, Shuo Han, Jerry L Prince
2018Medical Imaging10 citations
Semantic Scholar
Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement
Yuan Xue, B. Dewey, Lianrui Zuo, Shuo Han +7 more
2022SASHIMI@MICCAI8 citations Open access
Semantic Scholar
Realistic Analytical Polyhedral MRI Phantoms
T. Ngo, G. Fung, Shuo Han, Min Chen +4 more
2015Magnetic Resonance in Medicine8 citations Open access
Semantic Scholar
ESPRESO: An algorithm to estimate the slice profile of a single magnetic resonance image.
Shuo Han, Samuel W. Remedios, M. Schär, A. Carass +1 more
2023Magnetic Resonance Imaging7 citations
Semantic Scholar
Multiple Sclerosis brain lesion segmentation with different architecture ensembles
Pouria Tohidi, Samuel W. Remedios, Danielle Greenman, Mu-Han Shao +7 more
2022Medical Imaging7 citations
Semantic Scholar
3D ring artifacts removal algorithm combined low-rank tensor decomposition with spatial-sequential total variation regularization and its application in phase-contrast microtomography.
Yimin Li, Yu-Qing Zhao, Dong-Jiang Ji, Shuo Han +7 more
2021Medical Physics (Lancaster)7 citations
Semantic Scholar
Three-dimensional visualization of microvasculature from few-projection data using a novel CT reconstruction algorithm for propagation-based X-ray phase-contrast imaging.
Yu-Qing Zhao, Dong-Jiang Ji, Yimin Li, Xin-Yan Zhao +4 more
2019Biomedical Optics Express7 citations Open access
Semantic Scholar
3D Medical Image Segmentation based on multi-scale MPU-Net
Ze-Qiu Yu, Shuo Han, Ziheng Song
2023arXiv.org6 citations Open access
Semantic Scholar
Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images
D. J. Ho, Shuo Han, Chi-Chen Fu, Paul Salama +2 more
20192019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)6 citations Open access
Semantic Scholar
Fluorescence Microscopy Image Segmentation Using Convolutional Neural Network With Generative Adversarial Networks
Chi-Chen Fu, Soonam Lee, D. J. Ho, Shuo Han +3 more
2018arXiv.org6 citations
Semantic Scholar
Joint synthesis of WMn MPRAGE and parameter maps using deep learning and an imaging equation
Pouria Tohidi, Shuo Han, Lianrui Zuo, J. Zhuo +4 more
2023Medical Imaging5 citations
Semantic Scholar
Deep filter bank regression for super-resolution of anisotropic MR brain images
Samuel W. Remedios, Shuo Han, Yuan Xue, A. Carass +3 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention5 citations Open access
Semantic Scholar
Dual-path deep learning reconstruction framework for propagation-based X-ray phase-contrast computed tomography with sparse-view projections.
Shuo Han, Yu-Qing Zhao, Fangzhi Li, Dong-Jiang Ji +7 more
2021Optics Letters5 citations
Semantic Scholar
Synchrotron microtomography image restoration via regularization representation and deep CNN prior
Yimin Li, Shuo Han, Yu-Qing Zhao, Fangzhi Li +5 more
2022Comput. Methods Programs Biomed.4 citations
Semantic Scholar
Joint Image and Label Self-Super-Resolution
Samuel W. Remedios, Shuo Han, B. Dewey, D. Pham +2 more
2021SASHIMI@MICCAI4 citations Open access
Semantic Scholar
Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors
Shuo Han, Jerry L Prince, A. Carass
2020MLMI@MICCAI4 citations
Semantic Scholar
Three Dimensional Nuclei Segmentation and Classification of Fluorescence Microscopy Images
Shuo Han, Soonam Lee, Alain Chen, Changye Yang +3 more
2020IEEE International Symposium on Biomedical Imaging4 citations
Semantic Scholar
Hierarchical Parcellation of the Cerebellum
Shuo Han, A. Carass, Jerry L Prince
2019International Conference on Medical Image Computing and Computer-Assisted Intervention4 citations
Semantic Scholar
Cranial Meninges Reconstruction Based on Convolutional Networks and Deformable Models: Applications to Longitudinal Study of Normal Aging
Peiyu Duan, Shuo Han, Lianrui Zuo, Y. An +6 more
2022Medical Imaging3 citations Open access
Semantic Scholar
Slice Profile Estimation From 2D MRI Acquisition Using Generative Adversarial Networks
Shuo Han, A. Carass, M. Schär, P. Calabresi +1 more
2021IEEE International Symposium on Biomedical Imaging3 citations
Semantic Scholar
MR Slice Profile Estimation by Learning to Match Internal Patch Distributions
Shuo Han, Samuel W. Remedios, A. Carass, M. Schar +1 more
2021Information Processing in Medical Imaging3 citations Open access
Semantic Scholar
Variational Automatic Channel Pruning Algorithm Based on Structure Optimization for Convolutional Neural Networks
Shuo Han, Yufei Zhan, Xingang Liu
20213 citations
Semantic Scholar
Iterative reconstruction algorithm based on discriminant adaptive-weighted TV regularization for fibrous biological tissues using in-line X-ray phase-contrast imaging.
Mengting Zheng, Yu-Qing Zhao, Shuo Han, Dong-Jiang Ji +5 more
2021Biomedical Optics Express2 citations Open access
Semantic Scholar
Automatic quality control using hierarchical shape analysis for cerebellum parcellation
Lianrui Zuo, Shuo Han, A. Carass, S. Ying +2 more
2019Image Processing2 citations
Semantic Scholar
RAPID BRAIN MENINGES SURFACE RECONSTRUCTION WITH LAYER TOPOLOGY GUARANTEE
Peiyu Duan, Yuan Xue, Shuo Han, Lianrui Zuo +7 more
2023IEEE International Symposium on Biomedical Imaging1 citations Open access
Semantic Scholar
DINAVID: A Distributed and Networked Image Analysis System for Volumetric Image Data
Shuo Han, Alain Chen, Soonam Lee, Chi-Chen Fu +7 more
2022bioRxiv1 citations Open access
Semantic Scholar
Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation
Shuo Han, Jerry L Prince, A. Carass
2020Image Processing1 citations
Semantic Scholar
YOLOv8n-Seg-Based Grape Berry Instance Segmentation and Thinning Decision-Making for Vineyard Robots
Hengyi Zheng, Yuhan Ma, Teng-Xu Zhang, Shuo Han +1 more
2026Horticulturae0 citations Open access
Semantic Scholar
Distributed and networked analysis of volumetric image data for remote collaboration of microscopy image analysis
Alain Chen, Shuo Han, Soonam Lee, Chi-Chen Fu +6 more
2025Journal of Medical Imaging0 citations Open access
Semantic Scholar
FLUORESCENCE MICROSCOPY IMAGES SEGMENTATION AND ANALYSIS USING MACHINE LEARNING
Shuo Han
20200 citations
Semantic Scholar
Software Framework for Realistic MRI Simulations Using the Polyhedral Fourier Transform
Shuo Han, D. Herzka
2016SASHIMI@MICCAI0 citations
Semantic Scholar

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