Neurology | Pediatrics | Radiology Stepwise Transfer Learning for Expert-Level Pediatric Brain Tumor MRI Segmentation in a Limited Data Scenario. July 10, 2024
Oncology | Pediatrics | Radiology Longitudinal risk prediction for pediatric glioma with temporal deep learning. July 9, 2024
Radiology Deep-learning segmentation to select liver parenchyma for categorizing hepatic steatosis on multinational chest CT. May 25, 2024
Neurology | Pediatric Oncology | Radiology Noninvasive Molecular Subtyping of Pediatric Low-Grade Glioma with Self-Supervised Transfer Learning. March 6, 2024
Radiology Automated temporalis muscle quantification and growth charts for children through adulthood. November 9, 2023
Neurology | Oncology | Radiology Noninvasive molecular subtyping of pediatric low-grade glioma with self-supervised transfer learning. August 23, 2023
Oncology | Radiology Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer. August 10, 2023
Neuroradiology | Pediatric Oncology | Radiation Oncology Expert-level pediatric brain tumor segmentation in a limited data scenario with stepwise transfer learning. July 10, 2023
Oncology | Radiology Multi-institutional Prognostic Modeling in Head and Neck Cancer: Evaluating Impact and Generalizability of Deep Learning and Radiomics. July 3, 2023
Head and Neck Surgery | Oncology | Radiology Screening for extranodal extension in HPV-associated oropharyngeal carcinoma: evaluation of a CT-based deep learning algorithm in patient data from a multicentre, randomised de-escalation trial. April 22, 2023
Oncology | Radiation Oncology | Radiology Fully-automated sarcopenia assessment in head and neck cancer: development and external validation of a deep learning pipeline. March 22, 2023
Radiation Oncology | Radiology Clinical validation of deep learning algorithms for radiotherapy targeting of non-small-cell lung cancer: an observational study. August 26, 2022