Bioinformatics | Molecular Biology Predicting protein-peptide binding residues via interpretable deep learning. May 23, 2022
Artificial Intelligence | Computer Vision Survey on Self-Supervised Learning: Auxiliary Pretext Tasks and Contrastive Learning Methods in Imaging. April 23, 2022
Pathology Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis. March 20, 2022
Cardiology | Critical Care A contrastive learning approach for ICU false arrhythmia alarm reduction. March 19, 2022
Nuclear Medicine | Oncology | Radiology Detection of Bone Metastases on Bone Scans through Image Classification with Contrastive Learning. December 24, 2021
Bioinformatics | Genomics HDMC: a novel deep learning based framework for removing batch effects in single-cell RNA-seq data. December 5, 2021
Data Science | Healthcare Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients. November 1, 2021
Computer-aided diagnosis | Medical Imaging | Radiology Semantic-oriented Labeled-to-unlabeled Distribution Translation for Image Segmentation. September 20, 2021
Computer Vision | Machine Learning 3D Human Pose, Shape and Texture from Low-Resolution Images and Videos. March 31, 2021
Radiology Multi-task Contrastive Learning for Automatic CT and X-ray Diagnosis of COVID-19. February 1, 2021
Obstetrics and Gynecology | Radiology Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound. October 26, 2020