Cardiology | Oncology | Radiology Validation of a deep-learning semantic segmentation approach to fully automate MRI-based left-ventricular deformation analysis in cardiotoxicity. February 11, 2021
Agriculture | Computer Vision Robust Species Distribution Mapping of Crop Mixtures Using Color Images and Convolutional Neural Networks. January 1, 2021
Obstetrics | Pediatrics | Radiology Model-Agnostic Method for Thoracic Wall Segmentation in Fetal Ultrasound Videos. December 22, 2020
Dermatology | Image Analysis | Machine Learning Semantic Segmentation of Smartphone Wound Images: Comparative Analysis of AHRF and CNN-Based Approaches. November 30, 2020
Other High-Throughput Root Image Segmentation Based on the Improved DeepLabv3+ Method. November 16, 2020
Radiation Oncology Automatic segmentation using deep learning to enable online dose optimization during adaptive radiotherapy of cervical cancer. November 12, 2020
Hematology | Pathology Localization and recognition of leukocytes in peripheral blood: A deep learning approach. October 17, 2020
Cardiology | Radiology ResDUnet: Residual Dilated UNet for Left Ventricle Segmentation from Echocardiographic Images. October 6, 2020
Ophthalmology Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans. June 6, 2020
Medical Imaging | Radiation Oncology Deep learning-based auto-segmentation of targets and organs-at-risk for magnetic resonance imaging only planning of prostate radiotherapy. May 1, 2020
Cardiology | Ophthalmology | Radiology Phase unwrapping based on a residual en-decoder network for phase images in Fourier domain Doppler optical coherence tomography. April 28, 2020
Computer Vision | Image processing | Remote Sensing An Improved Method for Road Extraction from High-Resolution Remote-Sensing Images that Enhances Boundary Information. April 10, 2020