Research output per year
Research output per year
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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Dive into the research topics where I-Fang Chung is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
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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
3 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 Access1 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
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A 2-step deep learning approach to splenic injury detection
Chen, Y. L., Chung, I. F., Cheng, C. T. & Lin, H. S., 2023, 2023 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2023. Institute of Electrical and Electronics Engineers Inc., (2023 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations