Pathology Spatial Omics Driven Crossmodal Pretraining Applied to Graph-based Deep Learning for Cancer Pathology Analysis. December 31, 2023
Oncology | Pathology Enhancing Spatial Transcriptomics Analysis by Integrating Image-Aware Deep Learning Methods. December 31, 2023
Pathology | Radiology Optimizing Computer-Aided Diagnosis with Cost-Aware Deep Learning Models. December 31, 2023
Neurology | Psychiatry BrainSTEAM: A Practical Pipeline for Connectome-based fMRI Analysis towards Subject Classification. December 31, 2023
Biocomputing | Clinical Medicine | Healthcare Session Introduction: Artificial Intelligence in Clinical Medicine: Generative and Interactive Systems at the Human-Machine Interface. December 31, 2023
Immunology | Oncology | Pathology PEPSI: Polarity measurements from spatial proteomics imaging suggest immune cell engagement. December 31, 2023
Bioinformatics | Computational Biology | Proteomics Contrastive learning of protein representations with graph neural networks for structural and functional annotations. December 21, 2022
Bioinformatics | Drug Development | Pharmacology Improving target-disease association prediction through a graph neural network with credibility information. December 21, 2022
Radiation Oncology | Radiology Predictive modeling using shape statistics for interpretable and robust quality assurance of automated contours in radiation treatment planning. December 21, 2022
Biomedical Informatics | Genomics | Public Health Federated Learning for Sparse Bayesian Models with Applications to Electronic Health Records and Genomics. December 21, 2022
Bioinformatics | Pharmacology Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles. March 10, 2021
Pathology Topological Feature Extraction and Visualization of Whole Slide Images using Graph Neural Networks. March 10, 2021