I‐Fang Chung

National Yang Ming Chiao Tung University — Taiwan

Computer Science · Physical Sciences

31h-index3.4kcitations118works6.82yr avg
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Research Topics

Fuzzy Logic and Control Systems(20), Neural Networks and Applications(14), Gene expression and cancer classification(10), Machine Learning in Bioinformatics(10), Bioinformatics and Genomic Networks(8)

Publications118 total

Patch-based feature mapping with generative adversarial networks for auxiliary hip fracture detection
Computers in Biology and Medicine·2025· 4 citedOpen Access
Weakly Supervised Learning Applied for Airway Patency Identification in Drug-Induced Sleep Endoscopy Videos
2024
Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images
Computerized Medical Imaging and Graphics·2024· 8 cited
Deep Learning for Automated Detection and Localization of Traumatic Abdominal Solid Organ Injuries on CT Scans
Journal of Imaging Informatics in Medicine·2024· 17 citedOpen Access
Predicting long-term time to cardiovascular incidents using myocardial perfusion imaging and deep convolutional neural networks
Scientific Reports·2024· 5 citedOpen Access
Deep learning for identification of velopharyngeal patency in drug-induced sleep endoscopy
2023· 3 cited
A 2-step deep learning approach to splenic injury detection
2023· 2 cited
1293MO Safety and efficacy of hypo- and conventionally fractionated thoracic radiotherapy plus durvalumab in elderly or frail NSCLC stage III patients unfit for chemotherapy: Interim results from the TRADE-hypo trial
Annals of Oncology·2023· 3 citedOpen Access
Deep learning in detecting tumor spread through air spaces
Impact·2023Open Access
The three-dimensional weakly supervised deep learning algorithm for traumatic splenic injury detection and sequential localization: an experimental study
International Journal of Surgery·2023· 16 citedOpen Access
Generating transcriptional regulatory networks from time-ordered stem cell differentiation RNA sequencing data
STAR Protocols·2022· 3 citedOpen Access
1739P Survival outcomes in patients with sarcomatoid pleural mesothelioma: A retrospective analysis from the last two decades
Annals of Oncology·2021
Comparison of Genetic Profiling between Primary Tumor and Circulating Tumor Cells Captured by Microfluidics in Epithelial Ovarian Cancer: Tumor Heterogeneity or Allele Dropout?
Diagnostics·2021· 5 citedOpen Access
OUP accepted manuscript
Database·2021· 4 citedOpen Access
A Human-Algorithm Integration System for Hip Fracture Detection on Plain Radiography: System Development and Validation Study
JMIR Medical Informatics·2020· 35 citedOpen Access
Artificial intelligence-based education assists medical students’ interpretation of hip fracture
Insights into Imaging·2020· 75 citedOpen Access
Cycle-consistent GAN-based stain translation of renal pathology images with glomerulus detection application
Applied Soft Computing·2020· 37 cited
Decoding the differentiation of mesenchymal stem cells into mesangial cells at the transcriptomic level
BMC Genomics·2020· 14 citedOpen Access
Decoding the differentiation of mesenchymal stem cells into mesangial cells at the transcriptomic level
Research Square (Research Square)·2020Open Access
Decoding the differentiation of mesenchymal stem cells into mesangial cells at the transcriptomic level
2020Open Access
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Frequent Co-authors

Chin‐Teng Lin(12), Wei‐Chung Cheng(7), Nikhil R. Pal(7), Hsei–Wei Wang(6), Chi‐Tung Cheng(5), Chien‐Hung Liao(5), Chen‐Yang Chen(5), Ting‐Yu Chang(5), Hsing-Jen Sun(4), Chia‐Feng Juang(4), Yu‐Shuen Tsai(4), Cheng-Ju Kuo(3), Chun‐Nan Hsu(3), Yu-Shi Lin(3), Chih-Chi Chen(3), Chia‐Yang Li(3), George C. Tseng(3), Li‐Wei Ko(3), Sheng‐Fu Liang(3), Chih‐Yuan Fu(3)