Clinical Research | Healthcare | Interpretability | Machine Learning MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models. January 6, 2024
Allergy | Clinical Research | Dermatology Best practices for multimodal clinical data management and integration: An atopic dermatitis research case. December 15, 2023
Clinical Research | Medical Informatics Applying Natural Language Processing to Textual Data From Clinical Data Warehouses: Systematic Review. December 15, 2023
Bioinformatics | Clinical Research | Epidemiology | Virology Applying the digital data and the bioinformatics tools in SARS-CoV-2 research. October 16, 2023
Clinical Research | Neuroscience Deep learning-based activity recognition and fine motor identification using 2D skeletons of cynomolgus monkeys. September 18, 2023
Biomedical Informatics | Clinical Research LeafAI: query generator for clinical cohort discovery rivaling a human programmer. August 7, 2023
Bioinformatics | Clinical Research | Genomics | Radiology The Promise of Explainable Deep Learning for Omics Data Analysis: Adding New Discovery Tools to AI. June 17, 2023
Clinical Research | Healthcare data analysis Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques. June 14, 2023
Clinical Research | Health Informatics | Machine Learning | Privacy-Preserving Data Analysis Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model. May 16, 2023
Biomedical Informatics | Clinical Research | Healthcare IT A Review on Electronic Health Record Text-Mining for Biomedical Name Entity Recognition in Healthcare Domain. May 13, 2023
Clinical Research | Medicine Deep Learning to Refine the Identification of High-Quality Clinical Research Articles from the Biomedical Literature: Performance Evaluation. May 10, 2023
Artificial Intelligence | Cardiology | Clinical Research [Advances in heart failure clinical research based on deep learning]. May 4, 2023