Neurointervention | Radiology Automated catheter segmentation and tip detection in cerebral angiography with topology-aware geometric deep learning. June 21, 2023
Neurosurgery | Radiology Accurate segmentation algorithm of acoustic neuroma in the cerebellopontine angle based on ACP-TransUNet. June 9, 2023
Musculoskeletal Imaging | Neurology | Radiology The Impact of Fatty Infiltration on MRI Segmentation of Lower Limb Muscles in Neuromuscular Diseases: A Comparative Study of Deep Learning Approaches. April 7, 2023
Gynecology | Oncology | Radiology Deep learning-based segmentation of epithelial ovarian cancer on T2-weighted magnetic resonance images. March 14, 2023
Ophthalmology AES-CSFS: an automatic evaluation system for corneal sodium fluorescein staining based on deep learning. February 17, 2023
Orthopedics | Radiology SeUneter: Channel attentive U-Net for instance segmentation of the cervical spine MRI medical image. December 23, 2022
Oncology | Pulmonology | Radiology Accurate classification of lung nodules on CT images using the TransUnet. December 22, 2022
Cardiology | Radiology nn-TransUNet: An Automatic Deep Learning Pipeline for Heart MRI Segmentation. October 30, 2022
Cardiology | Radiology Left ventricle analysis in echocardiographic images using transfer learning. September 21, 2022
Computer Vision | Deep Learning | Wildfire Detection | Wildfire Segmentation Deep Learning and Transformer Approaches for UAV-Based Wildfire Detection and Segmentation. March 10, 2022