Neurology | Pediatrics | Radiology Stepwise Transfer Learning for Expert-Level Pediatric Brain Tumor MRI Segmentation in a Limited Data Scenario. July 10, 2024
Plastic Surgery | Radiology MRI-based Deep Learning Models for Preoperative Breast Volume and Density Assessment Assisting Breast Reconstruction. May 28, 2024
Neuroradiology | Radiology Robust Ensemble of Two Different Multimodal Approaches to Segment 3D Ischemic Stroke Segmentation Using Brain Tumor Representation Among Multiple Center Datasets. May 1, 2024
Oncology | Radiology Semi-supervised model based on implicit neural representation and mutual learning (SIMN) for multi-center nasopharyngeal carcinoma segmentation on MRI. April 25, 2024
Oncology | Radiology Improved deep learning for automatic localisation and segmentation of rectal cancer on T2-weighted MRI. April 24, 2024
Neurology | Radiology Vulnerability of Thalamic Nuclei at CSF Interface During the Entire Course of Multiple Sclerosis. April 18, 2024
Oncology | Radiology Deep learning for the automatic detection and segmentation of parotid gland tumors on MRI. April 14, 2024
Medical Imaging | Radiology A review of self-supervised, generative, and few-shot deep learning methods for data-limited magnetic resonance imaging segmentation. March 25, 2024
Neurology | Radiology Deep Learning-based Approach for Brainstem and Ventricular MR Planimetry: Application in Patients with Progressive Supranuclear Palsy. March 20, 2024
Neurosurgery | Oncology | Radiology Non-invasive prediction of overall survival time for glioblastoma multiforme patients based on multimodal MRI radiomics. March 20, 2024
Orthopedics | Radiology Automated measurement and grading of knee cartilage thickness: a deep learning-based approach. March 15, 2024