Medical Imaging | Oncology | Radiology Automatic segmentation of esophageal cancer, metastatic lymph nodes and their adjacent structures in CTA images based on the UperNet Swin network. September 20, 2024
Pathology | Radiology Deep learning-assisted diagnosis of benign and malignant parotid gland tumors based on automatic segmentation of ultrasound images: a multicenter retrospective study. August 26, 2024
Cardiology | Radiology Impact of training data composition on the generalizability of CNN aortic cross section segmentation in 4D Flow MRI. August 10, 2024
Cardiology | Radiology Deep Learning Based Automatic Segmentation of the Thoracic Aorta from Chest Computed Tomography in Healthy Korean Adults. August 1, 2024
Deep Learning | Medical Device Classification | Medical Image Analysis Few-Shot Conditional Learning: Automatic and Reliable Device Classification for Medical Test Equipment. July 26, 2024
Orthopedics | Radiology Automatic segmentation of knee CT images of tibial plateau fractures based on three-dimensional U-Net: Assisting junior physicians with Schatzker classification. July 26, 2024
Radiology Attention-guided context asymmetric fusion networks for the liver tumor segmentation of computed tomography images. July 18, 2024
Computer Science | Radiology Efficient musculoskeletal annotation using free-form deformation. July 11, 2024
Obstetrics and Gynecology | Radiology Development and validation of a deep learning-based method for automatic measurement of uterus, fibroid, and ablated volume in MRI after MR-HIFU treatment of uterine fibroids. July 11, 2024
Orthopedics | Radiology The Quantitative Evaluation of Automatic Segmentation in Lumbar Magnetic Resonance Images. July 2, 2024
Oncology | Radiation Oncology | Radiology Automatic gross tumor volume segmentation with failure detection for safe implementation in locally advanced cervical cancer. June 24, 2024
Medical Imaging | Radiation Oncology Multi-modal segmentation with missing image data for automatic delineation of gross tumor volumes in head and neck cancers. June 19, 2024