Degan Hao

Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance

Degan Hao, Lei Zhang, Jules H. Sumkin et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 47 citations · Full text

Image Analysis, Machine Learning, Data Science +13

SurvivalCNN: A deep learning-based method for gastric cancer survival prediction using radiological imaging data and clinicopathological variables

Degan Hao, Qiong Li, Qiu-Xia Feng et al. · Artificial Intelligence in Medicine · 2022 · 34 citations

Convolutional Neural Network, Engineering, Machine Learning +14

Identifying Prognostic Markers From Clinical, Radiomics, and Deep Learning Imaging Features for Gastric Cancer Survival Prediction

Degan Hao, Qiong Li, Qiu-Xia Feng et al. · Frontiers in Oncology · 2022 · 20 citations · Full text

A self-training teacher-student model with an automatic label grader for abdominal skeletal muscle segmentation

Degan Hao, Maaz Ahsan, Tariq O. Salim et al. · Artificial Intelligence in Medicine · 2022 · 13 citations

Automatic Label Grader, Self-training Teacher-student Model, Kinesiology

Integration of Cancer Registry Data into the Text Information Extraction System: Leveraging the Structured Data Import Tool

Faina Linkov, Jonathan C. Silverstein, Michael J. Davis et al. · Journal of Pathology Informatics · 2018 · 11 citations · Full text