Biomedical Informatics | Healthcare Technology | NLP Oversampling effect in pretraining for bidirectional encoder representations from transformers (BERT) to localize medical BERT and enhance biomedical BERT. May 10, 2024
Artificial Intelligence | Neurology DAD-Net: Classification of Alzheimer’s Disease Using ADASYN Oversampling Technique and Optimized Neural Network. October 30, 2022
Deep Learning | Indoor Positioning Systems SASMOTE: A Self-Attention Oversampling Method for Imbalanced CSI Fingerprints in Indoor Positioning Systems. August 12, 2022
Biomedicine | Medical Diagnosis | Radiology Deep Learning-Based Imbalanced Classification With Fuzzy Support Vector Machine. February 7, 2022
Artificial Intelligence | Computer Science DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data. January 27, 2022
Medical Informatics Synthetic minority oversampling of vital statistics data with generative adversarial networks. September 4, 2020
Neurology Deep Learning with Convolutional Neural Network for detecting microsleep states from EEG: A comparison between the oversampling technique and cost-based learning. January 17, 2020
Other A systematic study of the class imbalance problem in convolutional neural networks. December 11, 2018