Dentistry | Radiology Conquering Class Imbalances in Deep Learning-based Segmentation of Dental Radiographs with Different Loss Functions. May 12, 2024
Bioinformatics PractiCPP: a deep learning approach tailored for extremely imbalanced datasets in Cell-Penetrating peptide prediction. February 2, 2024
Cardiology Machine Learning-Based Predictive Models for Detection of Cardiovascular Diseases. January 22, 2024
Biomedical Informatics | Machine Learning Improved support vector machine classification for imbalanced medical datasets by novel hybrid sampling combining modified mega-trend-diffusion and bagging extreme learning machine model. December 5, 2023
Imbalanced Multiclass Distribution | Machine Learning | Telemedicine Specialty detection in the context of telemedicine in a highly imbalanced multi-class distribution. November 16, 2023
Computer Science | Data Science | Environmental Science A freshwater algae classification system based on machine learning with StyleGAN2-ADA augmentation for limited and imbalanced datasets. August 12, 2023
Ophthalmology Can Glaucoma Suspect Data Help to Improve the Performance of Glaucoma Diagnosis? August 9, 2023
Dermatology | Gastroenterology | Radiology Class-Specific Distribution Alignment for semi-supervised medical image classification. July 30, 2023
Clinical Diagnosis | Radiology Dive into the details of self-supervised learning for medical image analysis. July 15, 2023
Radiology A Scalable Federated Learning Approach for Collaborative Smart Healthcare Systems with Intermittent Clients using Medical Imaging. June 6, 2023
Cardiology An End-to-End Cardiac Arrhythmia Recognition Method with an Effective DenseNet Model on Imbalanced Datasets Using ECG Signal. October 11, 2022