Bioinformatics | Machine Learning | Pharmacology MPHGCL-DDI: Meta-Path-Based Heterogeneous Graph Contrastive Learning for Drug-Drug Interaction Prediction. June 19, 2024
Medical Imaging | Neurology | Radiology Contrastive Learning vs. Self-Learning vs. Deformable Data Augmentation in Semantic Segmentation of Medical Images. June 10, 2024
Other Incorporating simulated spatial context information improves the effectiveness of contrastive learning models. May 27, 2024
Oncology | Pathology WhARIO: whole-slide-image-based survival analysis for patients treated with immunotherapy. May 13, 2024
Bioinformatics | Genomics | Oncology A Metastatic Cancer Expression Generator (MetGen): A Generative Contrastive Learning Framework for Metastatic Cancer Generation. May 11, 2024
Oncology | Pathology Prediction of immunochemotherapy response for diffuse large B-cell lymphoma using artificial intelligence digital pathology. April 8, 2024
Neurology | Pharmacology Sequential Contrastive and Deep Learning Models to Identify Selective Butyrylcholinesterase Inhibitors. March 27, 2024
Oncology | Pathology | Precision Medicine Deep learning infers clinically relevant protein levels and drug response in breast cancer from unannotated pathology images. February 27, 2024
Bioinformatics | Computational Biology | Spatial transcriptomics Spatially contrastive variational autoencoder for deciphering tissue heterogeneity from spatially resolved transcriptomics. February 7, 2024