Radiology | Surgery Improving Surgical Scene Semantic Segmentation through a Deep Learning Architecture with Attention to Class Imbalance. June 27, 2024
Civil Engineering | Environmental Science | Water Resources Management Extraction of water bodies from high-resolution remote sensing imagery based on a deep semantic segmentation network. June 25, 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
Computer Vision | Remote Sensing | Urban Planning Revolutionizing urban mapping: deep learning and data fusion strategies for accurate building footprint segmentation. June 12, 2024
Environmental Science | Geography | Remote Sensing Applying a deep learning pipeline to classify land cover from low-quality historical RGB imagery. June 10, 2024
Oncology | Radiology Deep Learning-Based Segmentation and Risk Stratification for Gastrointestinal Stromal Tumors in Transabdominal Ultrasound Imaging. May 31, 2024
Dentistry | Radiology Teeth segmentation and carious lesions segmentation in panoramic X-ray images using CariSeg, a networks’ ensemble. May 28, 2024
Obstetrics and Gynecology | Radiology FetSAM: Advanced Segmentation Techniques for Fetal Head Biometrics in Ultrasound Imagery. May 20, 2024
Dentistry | Radiology Conquering Class Imbalances in Deep Learning-based Segmentation of Dental Radiographs with Different Loss Functions. May 12, 2024
Computer-aided medical diagnosis | Radiology [Medical image segmentation data augmentation method based on channel weight and data-efficient features]. April 30, 2024
Computer Vision | Geospatial Science | Remote Sensing MAD-UNet: A Multi-Region UAV Remote Sensing Network for Rural Building Extraction. April 27, 2024
Biomedical imaging | Dermatology Deep learning automatically assesses 2-µm laser-induced skin damage OCT images. April 18, 2024