Yi Su

According to our database, Yi Su authored at least 24 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models.

Wenhui Zhu, Xuanzhao Dong, Xin Li, Peijie Qiu, Xiwen Chen, Abolfazl Razi, Aris Sotiras, Yi Su, Yalin Wang

CoRR, May, 2025

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA.

Xuanzhao Dong, Wenhui Zhu, Hao Wang, Xiwen Chen, Peijie Qiu, Rui Yin, Yi Su, Yalin Wang

CoRR, April, 2025

RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models.

Wenhui Zhu, Xin Li, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Xuanzhao Dong, Yanxi Chen, Natasha Leporé, Oana M. Dumitrascu, Yi Su, Yalin Wang

CoRR, March, 2025

EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement.

Wenhui Zhu, Xuanzhao Dong, Xin Li, Yujian Xiong, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Zhangsihao Yang, Yi Su, Oana M. Dumitrascu, Yalin Wang

CoRR, February, 2025

A Novel Hybrid Ordinal Learning Model With Health Care Application.

Lujia Wang, Hairong Wang, Yi Su, Fleming Lure, Jing Li

IEEE Trans Autom. Sci. Eng., 2025

A Cross-Modal Mutual Knowledge Distillation Framework for Alzheimer's Disease Diagnosis: Addressing Incomplete Modalities.

Mingu Kwak, Lingchao Mao, Zhiyang Zheng, Yi Su, Fleming Lure, Jing Li

IEEE Trans Autom. Sci. Eng., 2025

CUNSB-RFIE: Context-Aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement.

Xuanzhao Dong, Vamsi Krishna Vasa, Wenhui Zhu, Peijie Qiu, Xiwen Chen, Yi Su, Yujian Xiong, Zhangsihao Yang, Yanxi Chen, Yalin Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

TPOT: Topology Preserving Optimal Transport in Retinal Fundus Image Enhancement.

Xuanzhao Dong, Wenhui Zhu, Xin Li, Guoxin Sun, Yi Su, Oana M. Dumitrascu, Yalin Wang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Plasma-CycleGAN: Plasma Biomarker-Guided MRI to Pet Cross-Modality Translation Using Conditional CycleGAN.

Yanxi Chen, Yi Su, Celine Dumitrascu, Kewei Chen, David Weidman, Richard J. Caselli, Nicholas Ashton, Eric M. Reiman, Yalin Wang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Enhancing Alzheimer's Diagnosis: Leveraging Anatomical Landmarks in Graph Convolutional Neural Networks on Tetrahedral Meshes.

Yanxi Chen, Mohammad Farazi, Zhangsihao Yang, Yonghui Fan, Nicholas Ashton, Eric M. Reiman, Yi Su, Yalin Wang

Proceedings of the Information Processing in Medical Imaging, 2025

2024

Supervised Multi-Modal Fission Learning.

Lingchao Mao, Qi Wang, Yi Su, Fleming Lure, Jing Li

CoRR, 2024

Pre-Training Graph Attention Convolution for Brain Structural Imaging Biomarker Analysis and Its Application to Alzheimer's Disease Pathology Identification.

Zhangsihao Yang, Yi Su, Rahimeh Rouhi, Mohammad Farazi, Wenhui Zhu, Yanxi Chen, Eric M. Reiman, Richard J. Caselli, Kewei Chen, Yalin Wang, Natasha Leporé

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects.

Qunxi Dong, Zhigang Li, Weijia Liu, Kewei Chen, Yi Su, Jianfeng Wu, Richard J. Caselli, Eric M. Reiman, Yalin Wang, Jian Shen

IEEE Trans. Comput. Soc. Syst., December, 2023

A Surface-Based Federated Chow Test Model for Integrating APOE Status, Tau Deposition Measure, and Hippocampal Surface Morphometry.

Jianfeng Wu, Yi Su, Yanxi Chen, Wenhui Zhu, Eric M. Reiman, Richard J. Caselli, Kewei Chen, Paul M. Thompson, Junwen Wang, Yalin Wang

CoRR, 2023

2022

A Computational Monte Carlo Simulation Strategy to Determine the Temporal Ordering of Abnormal Age Onset Among Biomarkers of Alzheimer's Disease.

Xiaojuan Guo, Kewei Chen, Yinghua Chen, Chengjie Xiong, Yi Su, Li Yao, Eric M. Reiman

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding.

Jianfeng Wu, Yi Su, Wenhui Zhu, Negar Jalili Mallak, Natasha Leporé, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang

CoRR, 2022

Addressing imaging accessibility by cross-modality transfer learning.

Zhiyang Zheng, Yi Su, Kewei Chen, David Weidman, Teresa Wu, Ben Lo, Fleming Lure, Jing Li

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

Early prediction of the Alzheimer's disease risk using Tau-PET and machine learning.

Lujia Wang, Zhiyang Zheng, Yi Su, Kewei Chen, David Weidman, Teresa Wu, Ben Lo, Fleming Lure, Jing Li

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

Investigating the Effect of Tau Deposition and Apoe on Hippocampal Morphometry in Alzheimer's Disease: A Federated Chow Test Model.

Jianfeng Wu, Yi Su, Eric M. Reiman, Richard J. Caselli, Kewei Chen, Paul M. Thompson, Junwen Wang, Yalin Wang

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Developing univariate neurodegeneration biomarkers with low-rank and sparse subspace decomposition.

Gang Wang, Qunxi Dong, Jianfeng Wu, Yi Su, Kewei Chen, Qingtang Su, Xiaofeng Zhang, Jinguang Hao, Tao Yao, Li Liu, Caiming Zhang, Richard J. Caselli, Eric M. Reiman, Yalin Wang

Medical Image Anal., 2021

Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy.

Jianfeng Wu, Wenhui Zhu, Yi Su, Jie Gui, Natasha Leporé, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang

CoRR, 2021

2017

AV-1451 PET imaging of tau pathology in preclinical Alzheimer disease: Defining a summary measure.

Shruti Mishra, Brian A. Gordon, Yi Su, Jon J. Christensen, Karl Friedrichsen, Kelley Jackson, Russ C. Hornbeck, David A. Balota, Nigel J. Cairns, John C. Morris, Beau M. Ances, Tammie L. S. Benzinger

NeuroImage, 2017

2015

Partial volume correction in quantitative amyloid imaging.

Yi Su, Tyler M. Blazey, Abraham Z. Snyder, Marcus E. Raichle, Daniel S. Marcus, Beau M. Ances, Randall J. Bateman, Nigel J. Cairns, Patricia Aldea, Lisa Cash, Jon J. Christensen, Karl Friedrichsen, Russ C. Hornbeck, Angela M. Farrar, Christopher J. Owen, Richard P. Mayeux, Adam M. Brickman, William E. Klunk, Julie C. Price, Paul M. Thompson, Bernardino Ghetti, Andrew J. Saykin, Reisa A. Sperling, Keith A. Johnson, Peter R. Schofield, Virginia Buckles, John C. Morris, Tammie L. S. Benzinger

NeuroImage, 2015

MR-based attenuation correction for PET/MRI neurological studies with continuous-valued attenuation coefficients for bone through a conversion from R2* to CT-Hounsfield units.

Meher R. Juttukonda, Bryant G. Mersereau, Yasheng Chen, Yi Su, Brian G. Rubin, Tammie L. S. Benzinger, David S. Lalush, Hongyu An

NeuroImage, 2015