Li-Fen Chen

Full Professor, Institute of Brain Science, National Yang Ming Chiao Tung University

Joined

October 2023

Names

Li-Fen Chen (Preferred)

Emails

****@nycu.edu.tw (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

Institute of Brain Science, National Yang Ming Chiao Tung University (nycu.edu)

Present

Advisors, Relations & Conflicts

Coauthor

Yong-Sheng Chen

2001 – 2023

PhD Advisor

H. Y. Mark Liao

1995 – 2000

Expertise

Brain Imaging

Present

Machine learning

Present

Neuroinformatics

Present

Publications

MEG-based Classification and Grad-CAM Visualization for Major Depressive and Bipolar Disorders with Semi-CNN
Chun-Chih Huang, Intan Low, Chia-Hsiang Kao, Chuan-Yu Yu, Tung-Ping Su, Jen-Chuen Hsieh, Yong-Sheng Chen, Li-Fen Chen
- Published: 01 Jan 2022, Last Modified: 13 Nov 2023
- EMBC 2022
- Readers: Everyone
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency
Pei-Chun Chang, Yan-Yu Tien, Chia-Lin Chen, Li-Fen Chen, Yong-Sheng Chen, Hui-Ling Chan
- Published: 01 Jan 2022, Last Modified: 13 Nov 2023
- IJCNN 2022
- Readers: Everyone
Demystifying T1-MRI to FDG18-PET Image Translation via Representational Similarity
Chia-Hsiang Kao, Yong-Sheng Chen, Li-Fen Chen, Wei-Chen Chiu
- 2021 (modified: 03 Oct 2021)
- MICCAI (3) 2021
- Readers: Everyone
Decoding Neural Representations of Rhythmic Sounds From Magnetoencephalography
Pei-Chun Chang, Jia-Ren Chang, Po-Yu Chen, Li-Kai Cheng, Jen-Chuen Hsieh, Hsin-Yen Yu, Li-Fen Chen, Yong-Sheng Chen
- 2021 (modified: 03 Nov 2022)
- ICASSP 2021
- Readers: Everyone
Brain Dynamics Altered by Photic Stimulation in Patients with Alzheimer's Disease and Mild Cognitive Impairment
Wei-Yang Yu, Intan Low, Chien Chen, Jong-Ling Fuh, Li-Fen Chen
- Published: 01 Jan 2021, Last Modified: 13 Nov 2023
- Entropy 2021
- Readers: Everyone
Unravelling the Spatio-Temporal Neurodynamics of Rhythm Encoding-reproduction Networks by a Novel fMRI Autoencoder
Chia-Hsiang Kao, Ching-Ju Yang, Li-Kai Cheng, Hsin-Yen Yu, Yong-Sheng Chen, Jen-Chuen Hsieh, Li-Fen Chen
- 2019 (modified: 03 Oct 2021)
- NER 2019
- Readers: Everyone
Deep Neural Network with Attention Mechanism for Classification of Motor Imagery EEG
Yen-Cheng Huang, Jia-Ren Chang, Li-Fen Chen, Yong-Sheng Chen
- 2019 (modified: 03 Nov 2022)
- NER 2019
- Readers: Everyone
Assessment of Quantitative Magnetoencephalography using Cross-frequency Phase-phase Coupling
Pin-Shiuan Lee, Yong-Sheng Chen, Hui-Ling Chan, Li-Fen Chen
- Published: 01 Jan 2018, Last Modified: 13 Nov 2023
- DSP 2018
- Readers: Everyone
Altered Brain Complexity in Women with Primary Dysmenorrhea: A Resting-State Magneto-Encephalography Study Using Multiscale Entropy Analysis
Intan Low, Po-Chih Kuo, Yu-Hsiang Liu, Cheng-Lin Tsai, Hsiang-Tai Chao, Jen-Chuen Hsieh, Li-Fen Chen, Yong-Sheng Chen
- Published: 01 Jan 2017, Last Modified: 13 Nov 2023
- Entropy 2017
- Readers: Everyone
Decoding the perception of endogenous pain from resting-state MEG
Po-Chih Kuo, Yi-Ti Chen, Yong-Sheng Chen, Li-Fen Chen
- Published: 01 Jan 2017, Last Modified: 13 Nov 2023
- NeuroImage 2017
- Readers: Everyone

View all 33 publications

Co-Authors

View all 63 co-authors