Deep Learning | Medical Imaging | Privacy Preservation MS-DINO: Masked Self-Supervised Distributed Learning Using Vision Transformer. July 5, 2024
Radiology DP-SSLoRA: A privacy-preserving medical classification model combining differential privacy with self-supervised low-rank adaptation. July 4, 2024
Artificial Intelligence | Genomics | Infectious Disease On leveraging self-supervised learning for accurate HCV genotyping. July 4, 2024
Ophthalmology Uni4Eye++: A General Masked Image Modeling Multi-modal Pre-training Framework for Ophthalmic Image Classification and Segmentation. July 2, 2024
Medical Imaging | Radiology Self-supervised learning for denoising of multidimensional MRI data. June 27, 2024
Brain-Computer Interfaces | Medical Diagnostics | Neurology | Neurorehabilitation Neuro-BERT: Rethinking Masked Autoencoding for Self-Supervised Neurological Pretraining. June 18, 2024
Other A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends. June 17, 2024
Dentistry | Medical Imaging | Orthognathic Surgery Patient-specific reference model estimation for orthognathic surgical planning. June 13, 2024
Bioinformatics | Genomics DCRELM: dual correlation reduction network-based extreme learning machine for single-cell RNA-seq data clustering. June 12, 2024
Oncology | Pathology Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unannotated pathology slides. June 11, 2024
Gastroenterology | Medical Imaging | Radiology SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis. June 10, 2024