Radiology | Surgery Improving Surgical Scene Semantic Segmentation through a Deep Learning Architecture with Attention to Class Imbalance. June 27, 2024
Neurology | Sleep Medicine SleepFC: Feature Pyramid and Cross-Scale Context Learning for Sleep Staging. June 19, 2024
Radiology Class imbalance on medical image classification: towards better evaluation practices for discrimination and calibration performance. June 11, 2024
Neurology | Sleep Medicine Multi-Modal Sleep Stage Classification With Two-Stream Encoder-Decoder. June 7, 2024
Biomedical Informatics | Public Health A machine learning approach using conditional normalizing flow to address extreme class imbalance problems in personal health records. May 25, 2024
Cybersecurity | Machine Learning | Network Security A hybrid feature weighted attention based deep learning approach for an intrusion detection system using the random forest algorithm. May 23, 2024
Computer Science | Dermatology Multi-scale feature fusion and class weight loss for skin lesion classification. May 18, 2024
Radiology A deep ensemble medical image segmentation with novel sampling method and loss function. March 19, 2024
Pathology A Data Augmentation Methodology to Reduce the Class Imbalance in Histopathology Images. March 15, 2024
Bioinformatics | Computer Science | Pharmacology SSLDTI: A novel method for drug-target interaction prediction based on self-supervised learning. March 10, 2024
Bioinformatics | Genetics | Oncology Identification and segregation of genes with improved recurrent neural network trained with optimal gene level and mutation level features. March 1, 2024
Bioinformatics | Biomedical | Machine Learning SME-MFP: A novel spatiotemporal neural network with multiangle initialization embedding toward multifunctional peptides prediction. February 27, 2024