Mingon Kang

PASNet: pathway-associated sparse deep neural network for prognosis prediction from high-throughput data

Jie Hao, Young Soon Kim, Tae-Kyung Kim et al. · BMC Bioinformatics · 2018 · 133 citations · Full text

Interpretable deep neural network for cancer survival analysis by integrating genomic and clinical data

Jie Hao, Young Soon Kim, Tejaswini Mallavarapu et al. · BMC Medical Genomics · 2019 · 81 citations · Full text

PAGE-Net: Interpretable and Integrative Deep Learning for Survival Analysis Using Histopathological Images and Genomic Data

Jie Hao, Sai Kosaraju, Nelson Zange Tsaku et al. · 2019 · 73 citations · Full text

Deep-Hipo: Multi-scale receptive field deep learning for histopathological image analysis

Sai Kosaraju, Jie Hao, Hyun Min Koh et al. · Methods · 2020 · 63 citations

Image Analysis, Engineering, Medical Imaging +12

PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma

Jung Hun Oh, Wookjin Choi, Euiseong Ko et al. · Bioinformatics · 2021 · 60 citations · Full text