Radiology Weakly-Supervised Segmentation-Based Quantitative Characterization of Pulmonary Cavity Lesions in CT Scans. June 20, 2024
Radiology Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification. June 20, 2024
Cardiology | Radiology Image2Flow: A proof-of-concept hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data. June 20, 2024
Ophthalmology Protocol for performing deep learning-based fundus fluorescein angiography image analysis with classification and segmentation tasks. June 20, 2024
Gastroenterology | Machine Learning | Medical Imaging Explainable AI based automated segmentation and multi-stage classification of gastroesophageal reflux using machine learning techniques. June 20, 2024
Neurology | Radiology Automated intracranial vessel segmentation of 4D flow MRI data in patients with atherosclerotic stenosis using a convolutional neural network. June 19, 2024
Artificial Intelligence | Oncology | Pathology | Pulmonology CUNet3+: A Multi-scale Connected UNet for the Segmentation of Lung Cancer Cells in Pathology Sections Stained using Rapid On-Site Cytopathological Evaluation. June 19, 2024
Dentistry | Radiology CACSNet for automatic robust classification and segmentation of carotid artery calcification on panoramic radiographs using a cascaded deep learning network. June 17, 2024
Ophthalmology SAMCF: Adaptive global style alignment and multi-color spaces fusion for joint optic cup and disc segmentation. June 15, 2024
Medical Imaging | Radiation Oncology Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets. June 15, 2024
Cardiology | Radiology Rapid segmentation of computed tomography angiography images of the aortic valve: the efficacy and clinical value of a deep learning algorithm. June 14, 2024
Oncology | Radiology | Urology Enhancing bladder cancer diagnosis through transitional cell carcinoma polyp detection and segmentation: an artificial intelligence powered deep learning solution. June 14, 2024