Anesthesiology | Machine Learning | Obstetrics Development of a machine learning approach for prediction of red blood cell transfusion in patients undergoing Cesarean section at a single institution. July 18, 2024
Computer Science | Cyber Security GSB: GNGS and SAG-BiGRU network for malware dynamic detection. April 18, 2024
Cardiology | Health Informatics | Machine Learning Comprehensive evaluation and performance analysis of machine learning in heart disease prediction. April 3, 2024
Data Science | Deep Learning | Traffic Safety Predicting pedestrian-involved crash severity using inception-v3 deep learning model. January 14, 2024
Artificial Intelligence | Clinical decision support systems | Radiology Enhancing AI-CDSS with U-AnoGAN: Tackling data imbalance. December 2, 2023
Data Science | Machine Learning | Traffic Safety Crash injury severity prediction considering data imbalance: A Wasserstein generative adversarial network with gradient penalty approach. September 2, 2023
Bioinformatics | Medical Informatics | Radiology RDDL: A systematic ensemble pipeline tool that streamlines balancing training schemes to reduce the effects of data imbalance in rare-disease-related deep-learning applications. July 30, 2023
Biomedical Engineering | Cardiology A Two-Step Approach to Overcoming Data Imbalance in the Development of an Electrocardiography Data Quality Assessment Algorithm: A Real-World Data Challenge. March 28, 2023
Artificial Intelligence | Electronics | Manufacturing A Novel Contrastive Self-Supervised Learning Framework for Solving Data Imbalance in Solder Joint Defect Detection. February 25, 2023
Cybersecurity | Information Technology The Effect of Dataset Imbalance on the Performance of SCADA Intrusion Detection Systems. January 21, 2023
Artificial Intelligence | Dermatology | Medical Imaging Skin Lesion Classification on Imbalanced Data Using Deep Learning with Soft Attention. October 14, 2022
Computer Science | Electrical Engineering Few-Shot Learning for Image-Based Nonintrusive Appliance Signal Recognition. September 2, 2022