Neurology | Radiology An improved 3D-UNet-based brain hippocampus segmentation model based on MR images. July 5, 2024
Medical Imaging | Neurology | Pediatrics GNN-based structural information to improve DNN-based basal ganglia segmentation in children following early brain lesion. June 1, 2024
Radiology Computed tomography-based automated measurement of abdominal aortic aneurysm using semantic segmentation with active learning. April 18, 2024
Radiation Oncology A Comparative Study of Deep Learning Dose Prediction Models for Cervical Cancer Volumetric Modulated Arc Therapy. April 8, 2024
Neurology | Radiology Deep learning-based 3D cerebrovascular segmentation workflow on bright and black blood sequences magnetic resonance angiography. March 22, 2024
Neurology | Radiology Background Subtraction Angiography with Deep Learning Using Multi-frame Spatiotemporal Angiographic Input. February 12, 2024
Cardiology | Radiology Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis. December 12, 2023
Medical Imaging | Radiation Oncology SwinCross: Cross-modal Swin transformer for head-and-neck tumor segmentation in PET/CT images. September 30, 2023
Neuroradiology | Otolaryngology | Radiology Automatic multi-label temporal bone computed tomography segmentation with deep learning. May 19, 2023
Oncology | Radiology Medical Images Segmentation for Lung Cancer Diagnosis Based on Deep Learning Architectures. February 11, 2023
Pediatric Cardiology | Radiology 3D black blood cardiovascular magnetic resonance atlases of congenital aortic arch anomalies and the normal fetal heart: application to automated multi-label segmentation. December 14, 2022
Dermatology | Ophthalmology | Pathology | Radiology FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images. November 28, 2022