Neurology | Pediatric Oncology | Radiology Noninvasive Molecular Subtyping of Pediatric Low-Grade Glioma with Self-Supervised Transfer Learning. March 6, 2024
Pediatric Oncology | Radiation Oncology Performance analysis and knowledge-based quality assurance of critical organ auto-segmentation for pediatric craniospinal irradiation. February 20, 2024
Medical Physics | Pediatric Oncology | Radiation Oncology Deep learning segmentation of organs-at-risk with integration into clinical workflow for pediatric brain radiotherapy. February 19, 2024
Pediatric Oncology | Radiology Multimodal Pediatric Lymphoma Detection using PET and MRI. January 15, 2024
Oncology | Ophthalmology | Pediatric Oncology Advancing retinoblastoma detection based on binary arithmetic optimization and integrated features. December 11, 2023
Pediatric Oncology | Radiology Imaging biomarkers and radiomics in pediatric oncology: a view from the PRIMAGE (PRedictive In silico Multiscale Analytics to support cancer personalized diaGnosis and prognosis, Empowered by imaging biomarkers) project. September 25, 2023
Medical Imaging | Pediatric Oncology | Radiology Prediction of MYCN Gene Amplification in Pediatric Neuroblastomas: Development of a Deep Learning-Based Tool for Automatic Tumor Segmentation and Comparative Analysis of Computed Tomography-Based Radiomics Features Harmonization. September 14, 2023
Pediatric Oncology | Radiology MRI-based deep learning model for differentiation of hepatic hemangioma and hepatoblastoma in early infancy. July 18, 2023
Neuroradiology | Pediatric Oncology | Radiation Oncology Expert-level pediatric brain tumor segmentation in a limited data scenario with stepwise transfer learning. July 10, 2023
Medical Imaging | Pediatric Oncology | Radiology Prediction of MYCN Gene Amplification in Pediatric Neuroblastomas: Development of a Deep Learning-Based Tool for Automatic Tumor Segmentation and Comparative Analysis of Computed Tomography-Based Radiomics Features Harmonization. June 1, 2023
Pathology | Pediatric Oncology Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning. April 7, 2023
Pediatric Oncology | Radiology CT-based identification of pediatric non-Wilms tumors using convolutional neural networks at a single center. March 24, 2023