Explainable machine learning predicts survival of retroperitoneal liposarcoma: A study based on the SEER database and external validation in ChinaResearch Article Published on 2024-06-072024-09-05 Journal: Cancer Medicine [Category] update2024, [키워드] explainable machine learning overall survival retroperitoneal liposarcoma SurvLIME SurvSHAP [DOI] 10.1002/cam4.7324 PMC 바로가기 [Article Type] Research Article
Integrating Explainable Machine Learning in Clinical Decision Support Systems: Study Involving a Modified Design Thinking ApproachOriginal Paper Published on 2024-04-162024-09-05 Journal: JMIR Formative Research [Category] update2024, [키워드] chest X-ray Clinical decision support Clinician engagement clinician trust in machine learning clinician-facing interface COVID-19 design thinking approach explainable machine learning NASSS framework severity prediction XML [DOI] 10.2196/50475 PMC 바로가기 [Article Type] Original Paper
A Bayesian belief network-based analytics methodology for early-stage risk detection of novel diseasesOriginal Research Published on 2023-05-172024-09-05 Journal: Annals of Operations Research [Category] update2024, [키워드] Bayesian network Comorbidity explainable machine learning pandemic Risk assessment [DOI] 10.1007/s10479-023-05377-4 PMC 바로가기 [Article Type] Original Research
Using Explainable Machine Learning to Improve Intensive Care Unit Alarm SystemsArticle Published on 2021-10-272022-10-29 Journal: Sensors (Basel, Switzerland) [Category] Coronavirus, MERS, SARS, [키워드] Additive age alarm alarms Analysis AUROC classifiers continuous monitoring COVID-19 pandemic Critical database evaluated explainable machine learning explanation feature generate group Health healthcare personnel highest ICU intensive care unit machine learning methodology MIMIC Mortality Patient patient monitoring patients predict Research sensors System These data threshold threshold value variable [DOI] 10.3390/s21217125 PMC 바로가기 [Article Type] Article