{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T15:50:49Z","timestamp":1783007449193,"version":"3.54.5"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100007136","name":"Secretar\u00eda de Estado de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n","doi-asserted-by":"publisher","award":["TIN2017-87330-R"],"award-info":[{"award-number":["TIN2017-87330-R"]}],"id":[{"id":"10.13039\/501100007136","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Postdoctoral Schollarship of the second author is founded by the Secretariat of Education, Technology and Innovation of Mexico City"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2948430","type":"journal-article","created":{"date-parts":[[2019,10,21]],"date-time":"2019-10-21T23:27:10Z","timestamp":1571700430000},"page":"152900-152910","source":"Crossref","is-referenced-by-count":121,"title":["Explainable Prediction of Chronic Renal Disease in the Colombian Population Using Neural Networks and Case-Based Reasoning"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8731-6195","authenticated-orcid":false,"given":"Gabriel R.","family":"Vasquez-Morales","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sergio M.","family":"Martinez-Monterrubio","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pablo","family":"Moreno-Ger","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan A.","family":"Recio-Garcia","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","author":"gulli","year":"2017","journal-title":"Deep Learning with Keras"},{"key":"ref38","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-29249-2_11"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"39","DOI":"10.3233\/AIC-1994-7104","article-title":"Case-based reasoning: Foundational issues, methodological variations, and system approaches","volume":"7","author":"aamodt","year":"1994","journal-title":"AI Commun"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-019-0765-4"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-04061-1_18"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref36","author":"nielsen","year":"2015","journal-title":"Neural Networks and Deep Learning"},{"key":"ref35","year":"2019","journal-title":"International Classification of Diseases"},{"key":"ref34","year":"2019","journal-title":"Resoluci&#x00F3;n 3374 de 2000"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-4166-2_89"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/IEMENTECH.2017.8077016"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-017-0703-x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3389\/fgene.2018.00515"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1186\/1472-6947-10-16"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2017.12.001"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2019.100178"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM.2018.8621294"},{"key":"ref24","article-title":"An&#x00E1;lisis de la progresi&#x00F3;n de la enfermedad renal cr&#x00F3;nica avanzada mediante t&#x00E9;cnicas de aprendizaje m&#x00E1;quina","author":"soldevila","year":"2017"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1186\/s12967-019-1860-0"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CIET.2018.8660844"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-6747-1_13"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-29249-2_2"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85502-6_11"},{"key":"ref59","year":"2019","journal-title":"Proyecciones de Poblaci&#x00F3;n"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-7138-7"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref54","author":"vapnik","year":"1982","journal-title":"Estimation of Dependences Based on Empirical Data"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(96)00142-2"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1147\/rd.33.0210"},{"key":"ref40","author":"abrahams","year":"2016","journal-title":"TensorFlow for Machine Intelligence A Hands-On Introduction to Learning Algorithms"},{"key":"ref12","first-page":"60","article-title":"Machine learning techniques in spam filtering","volume":"3","author":"tretyakov","year":"2004","journal-title":"Data Mining Problem-Oriented Seminar"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S1386-5056(99)00059-3"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2017162326"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-018-3689-5"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2018.02.010"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.trsl.2017.12.004"},{"key":"ref18","year":"2017","journal-title":"Fondo Colombiano de Enfermedades de Alto Costo Situaci&#x00F3;n de la Enfermedad Renal cr&#x00F3;nica la Hipertensi&#x00F3;n Arterial y la Diabetes Mellitus en Colombia"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5815\/ijitcs.2012.07.03"},{"key":"ref4","first-page":"2319","article-title":"Intelligent heart disease prediction system using probabilistic neural network","volume":"2","author":"dessai","year":"2013","journal-title":"International Journal A Computer Theory and Engineering"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s00234-008-0463-x"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2017.14585"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0933-3657(01)00094-X"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/BF02478259"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/127962"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-29249-2_7"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"},{"key":"ref46","year":"2011","journal-title":"Case-Based Reasoning (CBR)&#x2014;Using Similar Situations From the Past to Solve a Present Problem"},{"key":"ref45","first-page":"141","article-title":"Regularization and complexity control in feed-forward networks","author":"bishop","year":"1995","journal-title":"Proc Int Conf Artif Neural Netw"},{"key":"ref48","first-page":"233","article-title":"An important contribution to nonparametric discriminant analysis and density estimation","volume":"3","author":"fix","year":"1951","journal-title":"Int Stat Rev"},{"key":"ref47","author":"leake","year":"1996","journal-title":"Case-Based Reasoning Experiences Lessons and Future Directions"},{"key":"ref42","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459469"},{"key":"ref44","article-title":"Improving neural networks with dropout","author":"srivastava","year":"2013"},{"key":"ref43","author":"hinton","year":"2012","journal-title":"Neural Networks for Machine Learning"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08877828.pdf?arnumber=8877828","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,10]],"date-time":"2021-08-10T19:39:41Z","timestamp":1628624381000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8877828\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":59,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2948430","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}