Deep learning medical application

Deep Neural Network based prognostic modeling

Prognostic information mining using various approach

Cho, Hwan-ho, et al. "Automated detection of new cerebral infarctions and prognostic implications using deep learning on serial MRI." npj Digital Medicine (2026). 

Enhancing interpretability of deep learning model to apply medicine

Radiomics guided deep learning

Cho, Hwan-ho, et al. "Radiomics-guided deep neural networks stratify lung adenocarcinoma prognosis from CT scans." Communications biology 4.1 (2021): 1286. 

Medical image harmonization

Diffusion denoising based approach