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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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
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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 Access -
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 -
The three-dimensional weakly supervised deep learning algorithm for traumatic splenic injury detection and sequential localization: an experimental study
Cheng, C. T., Lin, H. S., Hsu, C. P., Chen, H. W., Huang, J. F., Fu, C. Y., Hsieh, C. H., Yeh, C. N., Chung, I. F. & Liao, C. H., 1 May 2023, In: International Journal of Surgery. 109, 5, p. 1115-1124 10 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Generating transcriptional regulatory networks from time-ordered stem cell differentiation RNA sequencing data
Tsai, Y. S., Chang, Y. M., Lim, Y. M., Cheong, S. K., Chung, I. F. & Wong, C. Y., 16 Sep 2022, In: STAR Protocols. 3, 3, 101541.Research output: Contribution to journal › Article › peer-review
Open Access