Implementing Explainable Machine Learning Models for Practical Prediction of Early Neonatal HypoglycemiaArticle Published on 2024-07-192024-09-05 Journal: Diagnostics [Category] update2024, [키워드] Explainability hospital information system late preterm machine learning neonatal hypoglycemia Prediction model term [DOI] 10.3390/diagnostics14141571 PMC 바로가기 [Article Type] Article
Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A Feasibility StudyArticle Published on 2024-06-262024-09-05 Journal: Diagnostics [Category] update2024, [키워드] artificial intelligence blood tests Diagnosis Explainability Feature importance healthcare machine learning model fairness primary immune thrombocytopenia UK adult ITP registry [DOI] 10.3390/diagnostics14131352 PMC 바로가기 [Article Type] Article
Joining forces for pathology diagnostics with AI assistance: The EMPAIA initiativeReview Article Published on 2024-05-312024-09-05 Journal: Journal of Pathology Informatics [Category] update2024, [키워드] artificial intelligence digital pathology Explainability interoperability Standardization Validation of algorithms [DOI] 10.1016/j.jpi.2024.100387 PMC 바로가기 [Article Type] Review Article
Improving the Generalizability and Performance of an Ultrasound Deep Learning Model Using Limited Multicenter Data for Lung Sliding Artifact IdentificationArticle Published on 2024-05-222024-09-05 Journal: Diagnostics [Category] update2024, [키워드] artificial intelligence deep learning Explainability Generalizability lung sliding Lung ultrasound multicenter Pneumothorax POCUS Ultrasound [DOI] 10.3390/diagnostics14111081 PMC 바로가기 [Article Type] Article
Utilizing predictive machine-learning modelling unveils feature-based risk assessment system for hyperinflammatory patterns and infectious outcomes in polytraumaImmunology Original Research Published on 2023-12-122024-09-05 Journal: Frontiers in immunology [Category] update2024, [키워드] Biomarker Blood classification clinical decision making Explainability Risk assessment Shap values [DOI] 10.3389/fimmu.2023.1281674 PMC 바로가기 [Article Type] Immunology Original Research
A practical guide to the implementation of AI in orthopaedic research – part 1: opportunities in clinical application and overcoming existing challengesarticle Published on 2023-11-162024-09-05 Journal: Journal of Experimental Orthopaedics [Category] update2024, [키워드] AI artificial intelligence decision support systems digital twins Ethics Explainability Generalizability Large language models Learning series machine learning ML Orthopaedics provenance research methods [DOI] 10.1186/s40634-023-00683-z PMC 바로가기 [Article Type] article
Predictive models of long COVIDarticle Published on 2023-09-042024-09-05 Journal: eBioMedicine [Category] update2024, [키워드] classification COVID-19 Cross-site analysis Explainability Long COVID [DOI] 10.1016/j.ebiom.2023.104777 PMC 바로가기 [Article Type] article
Pathological changes or technical artefacts? The problem of the heterogenous databases in COVID-19 CXR image analysisArticle Published on 2023-06-192024-09-05 Journal: Computer methods and programs in biomedicine [Category] update2024, [키워드] Artefacts bias Computer aided diagnosis confounders COVID-19 CXR Explainability generalization Trustworthiness [DOI] 10.1016/j.cmpb.2023.107684 PMC 바로가기 [Article Type] Article
Gender and sex bias in COVID-19 epidemiological data through the lens of causalityArticle Published on 2023-01-122024-09-05 Journal: Information Processing & Management [Category] update2024, [키워드] artificial intelligence Causal fairness Causality COVID-19 Equality Explainability Gender healthcare Sex [DOI] 10.1016/j.ipm.2023.103276 PMC 바로가기 [Article Type] Article
A machine learning approach for predicting high risk hospitalized patients with COVID-19 SARS-Cov-2Observational Study Published on 2022-12-282023-07-11 Journal: BMC Medical Informatics and Decision Making [Category] COVID19(2023년), [키워드] COVID-19 Explainability machine learning Patient risk prediction. [DOI] 10.1186/s12911-022-02076-1 PMC 바로가기 [Article Type] Observational Study