Explainable coronary artery disease prediction model based on AutoGluon from AutoML frameworkCardiovascular Medicine Original Research Published on 2024-07-012024-09-05 Journal: Frontiers in Cardiovascular Medicine [Category] update2024, [키워드] AutoGluon automated machine learning heart disease Prediction model SHapley Additive exPlanations [DOI] 10.3389/fcvm.2024.1360548 PMC 바로가기 [Article Type] Cardiovascular Medicine Original Research
An interpretable system for predicting the impact of COVID-19 government interventions on stock market sectorsOriginal Research Published on 2023-04-242024-09-05 Journal: Annals of Operations Research [Category] update2024, [키워드] COVID-19 Government interventions SHapley Additive exPlanations Stock market [DOI] 10.1007/s10479-023-05311-8 PMC 바로가기 [Article Type] Original Research
Molecular modeling of C1-inhibitor as SARS-CoV-2 target identified from the immune signatures of multiple tissues: An integrated bioinformatics studyArticle Published on 2023-01-012023-07-11 Journal: Cell biochemistry and function [Category] COVID19(2023년), [키워드] C1-Inhibitor COVID-19 druggability assessment Explainable artificial intelligence Gene Expression immune-related genes machine learning SHapley Additive exPlanations [DOI] 10.1002/cbf.3769
The Pitfalls of Mining for QuantiFERON Gold in Severely Ill Patients With COVID-19Research article Published on 2022-10-012022-10-05 Journal: Mayo Clinic Proceedings: Innovations, Quality & Outcomes [Category] 치료기술, [키워드] Additive Analysis assessment C-reactive protein Cohort Coronavirus disease 2019 COVID-19 COVID-19 admission COVID-19 cohort COVID-19 infection COVID-19coronavirus disease 2019 CRPC-reactive protein demonstrated elevated evaluate Factor ferritin Follow-up GBMgradient boosting machine generate gold gradient boosting machine IGRAinterferon-gamma release assay Ill indeterminate Inflammatory marker Interferon-gamma interferon-gamma release assay interleukin-6 lactate dehydrogenase latent tuberculosis infection LDHlactate dehydrogenase leukocyte likelihood LTBIlatent tuberculosis infection lymphocyte management Mayo Clinic objective Patient patient population patients hospitalized patients without COVID-19 Platelet Pneumonia proportion QFT-PlusQuantiFERON-TB Gold Plus QuantiFERON QuantiFERON-TB Gold Plus Result risk screening test severe coronavirus disease severe COVID-19 Severe COVID-19 Infection Severe infection SHapley Additive exPlanations SHAPSHapley Additive exPlanations was performed [DOI] 10.1016/j.mayocpiqo.2022.06.004 [Article Type] Research article