Personal profile
Research Interests
Data Mining, Machine Learning, Systems Biology, Bioinformatics
Education/Academic qualification
PhD, Electrical and Control Engineer, National Yang Ming Chiao Tung University
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Collaborations and top research areas from the last five years
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Patch-based feature mapping with generative adversarial networks for auxiliary hip fracture detection
Chung, S. L., Cheng, C. T., Liao, C. H. & Chung, I. F., Mar 2025, In: Computers in Biology and Medicine. 186, 109627.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images
Juang, C. F., Chuang, Y. W., Lin, G. W., Chung, I. F. & Lo, Y. C., Jul 2024, In: Computerized Medical Imaging and Graphics. 115, 102375.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
Deep Learning for Automated Detection and Localization of Traumatic Abdominal Solid Organ Injuries on CT Scans
Cheng, C. T., Lin, H. H., Hsu, C. P., Chen, H. W., Huang, J. F., Hsieh, C. H., Fu, C. Y., Chung, I. F. & Liao, C. H., Jun 2024, In: Journal of Digital Imaging. 37, 3, p. 1113-1123 11 p.Research output: Contribution to journal › Article › peer-review
Open Access18 Scopus citations -
Predicting long-term time to cardiovascular incidents using myocardial perfusion imaging and deep convolutional neural networks
Li, Y. L., Leu, H. B., Ting, C. H., Lim, S. S., Tsai, T. Y., Wu, C. H., Chung, I. F. & Liang, K. H., Dec 2024, In: Scientific reports. 14, 1, 3802.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Weakly Supervised Learning Applied for Airway Patency Identification in Drug-Induced Sleep Endoscopy Videos
Chung, S. L., Chen, C. T., Wang, C. T., Lin, Y. H., Liu, Y. A., Hsu, Y. S. & Chung, I. F., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review