Volume-Wise Task fMRI Decoding with Deep Learning:Enhancing Temporal Resolution and Cognitive Function Analysis

no code implementations • 2 Mar 2025 • Yueyang Wu, Sinan Yang, Yanming Wang, Jiajie He, Muhammad Mohsin Pathan, Bensheng Qiu, Xiaoxiao Wang

In recent years, the application of deep learning in task functional Magnetic Resonance Imaging (tfMRI) decoding has led to significant advancements.

Attention module improves both performance and interpretability of 4D fMRI decoding neural network

no code implementations • 3 Oct 2021 • Zhoufan Jiang, Yanming Wang, Chenwei Shi, Yueyang Wu, Rongjie Hu, Shishuo Chen, Sheng Hu, Xiaoxiao Wang, Bensheng Qiu

Finally, the model was retrained to regress individual traits within the HCP and to classify viewing images from the BOLD5000 dataset, respectively.

Open-Ended Question Answering Transfer Learning