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
Life Sciences | Microscopy Imaging Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration. April 12, 2024
Radiology Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images. February 7, 2024
Biomedical imaging | Computational Biology Efficient Supervised Pretraining of Swin-transformer for Virtual Staining of Microscopy Images. November 27, 2023
Machine Learning | Medical Informatics | Psychiatry Sequential autoencoders for feature engineering and pretraining in major depressive disorder risk prediction. October 11, 2023
Neuroengineering | Neurology | Neuroscience Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity. October 2, 2023
Neuroscience | Radiology Self-supervised pretraining improves the performance of classification of task functional magnetic resonance imaging. July 12, 2023
Radiology Discriminative, Restorative, and Adversarial Learning: Stepwise Incremental Pretraining. December 12, 2022
Medical Imaging | Ophthalmology To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy. October 18, 2022
Bioinformatics | Computational Biology | Molecular Biology A Pretrained ELECTRA Model for Kinase-Specific Phosphorylation Site Prediction. August 3, 2022
Other A Comprehensive Framework for Long-Tailed Learning via Pretraining and Normalization. July 27, 2022