2 papers
physics.med-ph2025
Deep-learning-based Radiomics on Mitigating Post-treatment Obesity for Pediatric Craniopharyngioma Patients after Surgery and Proton Therapy
Wenjun Yang, Chia-Ho Hua, Tina Davis +2
Purpose: We developed an artificial neural network (ANN) combining radiomics with clinical and dosimetric features to predict the extent of body mass index (BMI) increase after sur…
physics.med-ph2025
Interpreting Convolutional Neural Network Activation Maps with Hand-crafted Radiomics Features on Progression of Pediatric Craniopharyngioma after Irradiation Therapy
Wenjun Yang, Chuang Wang, Tina Davis +3
Purpose: Convolutional neural networks (CNNs) are promising in predicting treatment outcome for pediatric craniopharyngioma while the decision mechanisms are difficult to interpret…