{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T01:30:22Z","timestamp":1775093422040,"version":"3.50.1"},"reference-count":60,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12,10]]},"DOI":"10.1109\/bigdata50022.2020.9378460","type":"proceedings-article","created":{"date-parts":[[2021,3,19]],"date-time":"2021-03-19T17:10:21Z","timestamp":1616173821000},"page":"4902-4910","source":"Crossref","is-referenced-by-count":36,"title":["Development of an Explainable Prediction Model of Heart Failure Survival by Using Ensemble Trees"],"prefix":"10.1109","author":[{"given":"Pedro A.","family":"Moreno-Sanchez","sequence":"first","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCHEARTFAILURE.112.000043"},{"key":"ref38","article-title":"Global mortality variations in patients with heart failure: results from the International Congestive Heart Failure (INTER-CHF) prospective cohort study - The Lancet Global Health","year":"0"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/2460174"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/NCC.2019.8732238"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.04.022"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-0341-8_16"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.7812\/TPP\/11-100"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3306618.3314229"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-018-0324-9"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-018-0304-0"},{"key":"ref60","first-page":"6","article-title":"Scikit-learn: Machine Learning in Python","author":"pedregosa","year":"0","journal-title":"Machine Learning in Python"},{"key":"ref28","article-title":"Homogenous Ensembles on Data Mining Techniques for Breast Cancer Diagnosis","volume":"14","author":"aro","year":"2019","journal-title":"Daffodil International University Journal of Science and Technology"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41584-018-0130-5"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-1844-4_52"},{"key":"ref2","article-title":"Heart Failure | NHLBI, NIH","year":"0"},{"key":"ref1","article-title":"Cardiovascular diseases","year":"0"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.fct.2018.09.051"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.01.009"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-23672-4_6"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-19823-7_34"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCEP.119.007316"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04200-2"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-019-0894-9"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.03.013"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-6226-1"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2007.58"},{"key":"ref58","article-title":"Hide-and-Seek: A Template for Explainable AI","author":"tagaris","year":"2020"},{"key":"ref57","author":"molnar","year":"2020","journal-title":"Interpretable Machine Learning"},{"key":"ref56","article-title":"Feature importances with forests of trees &#x2014; scikit-learn 0.23.2 documentation","year":"0"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(01)00065-2"},{"key":"ref53","first-page":"544","article-title":"Detection of chronic kidney disease by using ensemble classifiers","author":"basar","year":"2017","journal-title":"2017 Electronics ELECTRONICS"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-5953-8_34"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.01.032"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1379"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1002\/ejhf.1353","article-title":"Predicting one-year mortality in heart failure using the &#x2018;Surprise Question': a prospective pilot study","volume":"21","author":"straw","year":"2019","journal-title":"European Journal of Heart Failure"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.12.012"},{"key":"ref13","article-title":"What do we need to build explainable AI systems for the medical domain?","author":"holzinger","year":"2017"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-019-0874-0"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/electronics8080832"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v40i2.2850"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMp1006304"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s11030-018-9882-8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.13189\/csit.2019.070203"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2016.09.005"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/ehf2.12439"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CIET.2018.8660844"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CONFLUENCE.2016.7508132"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.5815\/ijitcs.2012.07.03"},{"key":"ref7","first-page":"3","article-title":"Liver Disease Prediction Using Bayesian Classification","author":"dhamodharan","year":"2014"},{"key":"ref49","first-page":"2319","article-title":"Intelligent heart disease prediction system using probabilistic neural network","volume":"2","author":"dessai","year":"2013","journal-title":"International Journal on Advanced Computer Theory and Engineering (IJACTE)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0174944"},{"key":"ref46","author":"dua","year":"2017","journal-title":"UCI Machine Learning Repository"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0181001"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/BF00993309"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0210602"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.2337\/dc19-0587"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.2337\/dc17-0697"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-020-1023-5"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1186\/s12872-019-1178-0"}],"event":{"name":"2020 IEEE International Conference on Big Data (Big Data)","location":"Atlanta, GA, USA","start":{"date-parts":[[2020,12,10]]},"end":{"date-parts":[[2020,12,13]]}},"container-title":["2020 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9377717\/9377728\/09378460.pdf?arnumber=9378460","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T10:33:50Z","timestamp":1698057230000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9378460\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,10]]},"references-count":60,"URL":"https:\/\/doi.org\/10.1109\/bigdata50022.2020.9378460","relation":{},"subject":[],"published":{"date-parts":[[2020,12,10]]}}}