Gastroenterology | Medical Imaging | Oncology | Pathology Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation. September 14, 2024
Biomedical Engineering | Clinical Informatics | Radiology Early Multimodal Data Integration for Data-Driven Medical Research – A Scoping Review. September 5, 2024
Oncology | Pathology | Radiology Multimodal data integration for oncology in the era of deep neural networks: a review. August 9, 2024
Nephrology | Oncology | Radiology Multimodal data integration using machine learning to predict the risk of clear cell renal cancer metastasis: a retrospective multicentre study. June 15, 2024
Oncology | Pathology | Radiology Multimodal data integration for predicting progression risk in castration-resistant prostate cancer using deep learning: a multicenter retrospective study. March 29, 2024
Allergy | Clinical Research | Dermatology Best practices for multimodal clinical data management and integration: An atopic dermatitis research case. December 15, 2023
Oncology | Pathology Attention-based generative adversarial networks improve prognostic outcome prediction of cancer from multimodal data. September 27, 2023
Bioinformatics | Pathology A multi-view latent variable model reveals cellular heterogeneity in complex tissues for paired multimodal single-cell data. January 9, 2023
Bioinformatics | Digital Healthcare | Machine Learning Applications of deep learning methods in digital biomarker research using noninvasive sensing data. November 10, 2022
Artificial Intelligence | Clinical Informatics | Oncology Artificial intelligence for multimodal data integration in oncology. October 11, 2022
Bioinformatics | Cell Biology | Genomics A mixture-of-experts deep generative model for integrated analysis of single-cell multiomics data. April 27, 2022
Bioinformatics | Data Science | Oncology Integration of Multimodal Data from Disparate Sources for Identifying Disease Subtypes. March 26, 2022