Xin Zhang

Orcid: 0000-0002-5927-9283

Affiliations:
  • Northwestern Polytechnical University, School of Automation, Xi'an, China
  • University of Georgia, Department of Computer Science and Bioimaging Research Center, Athens, GA, USA


According to our database1, Xin Zhang authored at least 19 papers between 2012 and 2026.

Collaborative distances:

Timeline

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Bibliography

2026
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Impression Generation on Multi-Institution and Multi-System Data.
IEEE Trans. Biomed. Eng., March, 2026

2025
Understanding LLMs: A comprehensive overview from training to inference.
Neurocomputing, 2025

2024
Legal Evalutions and Challenges of Large Language Models.
CoRR, 2024

Evaluation of OpenAI o1: Opportunities and Challenges of AGI.
CoRR, 2024

A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks.
CoRR, 2024

Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports.
CoRR, 2024

2023
A multi-task SCCA method for brain imaging genetics and its application in neurodegenerative diseases.
Comput. Methods Programs Biomed., April, 2023

Holistic Evaluation of GPT-4V for Biomedical Imaging.
CoRR, 2023

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data.
CoRR, 2023

Evaluating Large Language Models for Radiology Natural Language Processing.
CoRR, 2023

2022
Multi-head Attention-Based Masked Sequence Model for Mapping Functional Brain Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Improved Multi-task SCCA for Brain Imaging Genetics via Joint Consideration of the Diagnosis, Parameter Decomposition and Network Constraints.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Task fMRI Guided Fiber Clustering via a Deep Clustering Method.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Exploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

2016
Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2013
Characterization of task-free and task-performance brain states via functional connectome patterns.
Medical Image Anal., 2013

Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Sparse Representation of Group-Wise FMRI Signals.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Characterization of Task-Free/Task-Performance Brain States.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012


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