Biomedical Engineering | Cardiology Enhancing ECG heartbeat classification with feature fusion neural networks and dynamic minority-biased batch weighting loss function. June 27, 2024
Oncology | Radiology Light&fast generative adversarial network for high-fidelity CT image synthesis of liver tumor. June 6, 2024
Cardiology A cost-sensitive deep neural network-based prediction model for the mortality in acute myocardial infarction patients with hypertension on imbalanced data. April 3, 2024
Medical Imaging | Radiology Medical long-tailed learning for imbalanced data: Bibliometric analysis. March 7, 2024
Dentistry | Oncology | Radiology Enhancing deep learning classification performance of tongue lesions in imbalanced data: mosaic-based soft labeling with curriculum learning. February 2, 2024
Endocrinology | Machine Learning | Medical Informatics SSC: The novel self-stack ensemble model for thyroid disease prediction. January 3, 2024
Data Science | Health Informatics | Machine Learning Meta-EHR: A meta-learning approach for electronic health records with a high imbalanced ratio and missing rate. December 12, 2023
Computer Science | Gastroenterology Uncertainty-aware network for fine-grained and imbalanced reflux esophagitis grading. November 28, 2023
Bioinformatics | Pharmacology A prediction model for blood-brain barrier penetrating peptides based on masked peptide transformers with dynamic routing. November 20, 2023
Cardiology | Health Informatics Deep Representation Learning with Sample Generation and Augmented Attention Module for Imbalanced ECG Classification. October 18, 2023
Ophthalmology | Radiology Bayesian uncertainty estimation for detection of long-tailed and unseen conditions in medical images. October 11, 2023
Computer Vision | Oncology | Pathology A novel cost function for nuclei segmentation and classification in imbalanced histopathology data-sets. October 5, 2023