Author

J-J Wang

Chang Gung University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:imaging· 2 Approach:deep learning· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Chih‐Chien TsaiiD· 2 shared Conor Owens‐WaltoniD· 2 shared Corey T. McMillaniD· 2 shared Emily Laltoo· 2 shared Paul M. ThompsoniD· 2 shared Philip A. CookiD· 2 shared Yao-Liang CheniD· 2 shared Yih‐Ru WuiD· 2 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 44 mutual co-author links

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2 shared papersNeuroscience

Chih‐Chien TsaiORCID

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2 papers

Recent·Most cited

Parameter Efficient Fine-tuning of Transformer-based Masked Autoencoder Enhances Resource Constrained Neuroimage Analysis

Nikhil J. Dhinagar, Saket S. Ozarkar, Ketaki U. Buwa, Sophia I. Thomopoulos, Conor Owens‐Walton, Emily Laltoo, Chirag Jagad, Yao-Liang Chen, Philip A. Cook, Corey T. McMillan, Chih‐Chien Tsai, J-J Wang, Yih‐Ru Wu, Paul M. Thompson

This study evaluates parameter-efficient fine-tuning methods for vision transformers in neuroimaging, showing they outperform full fine-tuning and training from scratch with fewer parameters.

SPIE Medical Imaging: Computer-Aided Diagnosis · Apr 4, 2025Peer-reviewedNeuroscience

Comparison of Anatomical and Diffusion MRI for detecting Parkinson's Disease using Deep Convolutional Neural Network

Tamoghna Chattopadhyay, Amit Singh, Emily Laltoo, Christina P. Boyle, Conor Owens‐Walton, Yao-Liang Chen, Philip A. Cook, Corey T. McMillan, Chih‐Chien Tsai, J-J Wang, Yih‐Ru Wu, Ysbrand D. van der Werf, Paul M. Thompson

This study compares anatomical and diffusion MRI for Parkinson's disease detection using deep convolutional neural networks, finding that dMRI-based models show promise for classification.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · Jul 24, 2023Peer-reviewedNeuroscience