Pathology Unsupervised Representation Learning for Tissue Segmentation in Histopathological Images: From Global to Local Contrast. July 15, 2022
Orthopedics | Radiology Lower-extremity fatigue fracture detection and grading based on deep learning models of radiographs. June 24, 2022
Artificial Intelligence | Otorhinolaryngology | Pediatrics A Deep Learning Approach to Predict Conductive Hearing Loss in Patients With Otitis Media With Effusion Using Otoscopic Images. May 19, 2022
Ophthalmology TW-GAN: Topology and width aware GAN for retinal artery/vein classification. February 6, 2022
Radiology DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. November 9, 2021
Radiology Mix-and-Interpolate: A Training Strategy to Deal with Source-biased Medical Data. October 12, 2021
Ophthalmology | Radiology Beyond Mutual Information: Generative Adversarial Network for Domain Adaptation using Information Bottleneck Constraint. October 4, 2021
Ophthalmology S-CUDA: Self-cleansing unsupervised domain adaptation for medical image segmentation. August 31, 2021
Neurology | Oncology | Radiology Molecular subtyping of diffuse gliomas using magnetic resonance imaging: comparison and correlation between radiomics and deep learning. August 21, 2021
Ophthalmology | Radiology Anomaly Detection for Medical Images using Self-supervised and Translation-consistent Features. July 1, 2021
Oncology | Radiology | Surgery Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning. August 27, 2020
Ophthalmology | Radiology Uncertainty-aware domain alignment for anatomical structure segmentation. June 24, 2020