Machine Learning | Neurology Domain adaptation for EEG-based, cross-subject epileptic seizure prediction. February 19, 2024
Evolutionary Biology | Genetics | Precision Medicine A Novel Approach Utilizing Domain Adversarial Neural Networks for the Detection and Classification of Selective Sweeps. February 2, 2024
Radiology Domain adaptation via Wasserstein distance and discrepancy metric for chest X-ray image classification. February 1, 2024
Cardiology A multi-module algorithm for heartbeat classification based on unsupervised learning and adaptive feature transfer. February 1, 2024
Neurology | Ophthalmology | Radiology Adversarial learning-based domain adaptation algorithm for intracranial artery stenosis detection on multi-source datasets. January 27, 2024
Medical Imaging | Radiology Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives. January 14, 2024
Neurology | Pediatrics | Radiology Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains. January 10, 2024
Ophthalmology PnP-GA+: Plug-and-Play Domain Adaptation for Gaze Estimation using Model Variants. January 1, 2024
Autonomous Vehicles | Computer Vision | Machine Learning Towards Minimizing the LiDAR Sim-to-Real Domain Shift: Object-Level Local Domain Adaptation for 3D Point Clouds of Autonomous Vehicles. December 23, 2023
Fault Detection | Railway Systems A Fault Detection Approach Based on One-Sided Domain Adaptation and Generative Adversarial Networks for Railway Door Systems. December 23, 2023
Cardiology | Radiology Combining generative modelling and semi-supervised domain adaptation for whole heart cardiovascular magnetic resonance angiography segmentation. December 21, 2023
Biomechanics | Orthopedics Multi-action Knee Contact Force Prediction by Domain Adaptation. December 19, 2023