{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T12:50:39Z","timestamp":1784119839937,"version":"3.55.0"},"reference-count":47,"publisher":"American Society of Clinical Oncology (ASCO)","issue":"7","content-domain":{"domain":["ascopubs.org"],"crossmark-restriction":true},"short-container-title":["JCO Clinical Cancer Informatics"],"published-print":{"date-parts":[[2023,9]]},"abstract":"<jats:p> A machine learning tool to rapidly monitor disease status in patients with multiple myeloma <\/jats:p>","DOI":"10.1200\/cci.23.00078","type":"journal-article","created":{"date-parts":[[2023,9,22]],"date-time":"2023-09-22T19:59:38Z","timestamp":1695412778000},"update-policy":"https:\/\/doi.org\/10.1200\/crossmark","source":"Crossref","is-referenced-by-count":4,"title":["Machine Learning Approach for Rapid, Accurate Point-of-Care Prediction of M-Spike Values in Multiple Myeloma"],"prefix":"10.1200","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4719-4327","authenticated-orcid":false,"given":"Ehsan","family":"Malek","sequence":"first","affiliation":[{"name":"Adult Hematologic Malignancies & Stem Cell Transplant Section, Seidman Cancer Center, University Hospitals Cleveland Medical Center, Cleveland, OH"},{"name":"University Hospitals Cleveland Medical Center, Cleveland, OH"},{"name":"Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gi-Ming","family":"Wang","sequence":"additional","affiliation":[{"name":"Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH"},{"name":"Department of Population and Quantitative Health Sciences, Case Western Reserve University, School of Medicine, Cleveland, OH"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Curtis","family":"Tatsuoka","sequence":"additional","affiliation":[{"name":"Department of Population and Quantitative Health Sciences, Case Western Reserve University, School of Medicine, Cleveland, OH"},{"name":"Cancer Epidemiology and Prevention, University of Pittsburgh Medical Center, Hillman Cancer Center, Pittsburgh, PA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jennifer","family":"Cullen","sequence":"additional","affiliation":[{"name":"Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH"},{"name":"Department of Population and Quantitative Health Sciences, Case Western Reserve University, School of Medicine, Cleveland, OH"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5741-0399","authenticated-orcid":false,"given":"Anant","family":"Madabhushi","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA"},{"name":"Atlanta Veterans Administration Medical Center, Atlanta, GA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8364-0617","authenticated-orcid":false,"given":"James J.","family":"Driscoll","sequence":"additional","affiliation":[{"name":"Adult Hematologic Malignancies & Stem Cell Transplant Section, Seidman Cancer Center, University Hospitals Cleveland Medical Center, Cleveland, OH"},{"name":"University Hospitals Cleveland Medical Center, Cleveland, OH"},{"name":"Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"233","reference":[{"key":"b1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(21)00135-5"},{"key":"b2","doi-asserted-by":"publisher","DOI":"10.1002\/ajh.25791"},{"key":"b3","first-page":"936","volume-title":"Harrison\u2019s Principles of Internal Medicine","volume":"1","author":"Munshi NC","year":"2011"},{"key":"b4","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21654"},{"key":"b5","doi-asserted-by":"publisher","DOI":"10.1001\/jamaoncol.2018.2128"},{"key":"b6","doi-asserted-by":"publisher","DOI":"10.1182\/blood-2007-10-116129"},{"key":"b7","doi-asserted-by":"publisher","DOI":"10.1182\/blood-2016-09-692954"},{"key":"b8","doi-asserted-by":"publisher","DOI":"10.1182\/blood-2008-12-194241"},{"key":"b9","doi-asserted-by":"publisher","DOI":"10.1158\/1078-0432.CCR-16-0625"},{"key":"b10","doi-asserted-by":"publisher","DOI":"10.1016\/S2352-3026(21)00057-0"},{"key":"b11","first-page":"1028","volume":"4","author":"Moscvin M","year":"2021","journal-title":"Cancer Drug Resist"},{"key":"b12","doi-asserted-by":"publisher","DOI":"10.20517\/cdr.2022.23"},{"key":"b13","doi-asserted-by":"publisher","DOI":"10.1038\/nrc.2017.63"},{"key":"b14","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-17-3115"},{"key":"b15","doi-asserted-by":"publisher","DOI":"10.1016\/j.blre.2007.01.002"},{"key":"b16","doi-asserted-by":"publisher","DOI":"10.1111\/bjh.14753"},{"key":"b17","doi-asserted-by":"publisher","DOI":"10.1182\/blood-2010-10-299487"},{"key":"b18","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbmt.2017.03.009"},{"key":"b19","doi-asserted-by":"publisher","DOI":"10.1016\/j.hoc.2012.02.009"},{"key":"b20","doi-asserted-by":"publisher","DOI":"10.4065\/78.1.21"},{"key":"b21","doi-asserted-by":"publisher","DOI":"10.1182\/blood-2005-03-1038"},{"key":"b22","doi-asserted-by":"publisher","DOI":"10.1002\/ajh.24402"},{"key":"b23","doi-asserted-by":"publisher","DOI":"10.1093\/annonc\/mdt297"},{"key":"b24","doi-asserted-by":"publisher","DOI":"10.1515\/cclm-2015-0862"},{"key":"b25","doi-asserted-by":"publisher","DOI":"10.1200\/JOP.19.00517"},{"key":"b26","doi-asserted-by":"publisher","DOI":"10.1054\/bjoc.2000.1405"},{"key":"b27","first-page":"144","volume":"39","author":"Chung H-J","year":"2009","journal-title":"Ann Clin Lab Sci"},{"key":"b28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-00296-0_5"},{"key":"b29","doi-asserted-by":"publisher","DOI":"10.1213\/ANE.0000000000002864"},{"key":"b30","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-018-0305-z"},{"key":"b31","doi-asserted-by":"publisher","DOI":"10.3390\/cancers14030606"},{"key":"b32","doi-asserted-by":"crossref","first-page":"e0224977","DOI":"10.1371\/journal.pone.0224977","volume":"15","author":"Liu GY","year":"2020","journal-title":"PLoS One"},{"key":"b33","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0143494"},{"key":"b34","doi-asserted-by":"publisher","DOI":"10.1016\/S1470-2045(14)70442-5"},{"key":"b35","doi-asserted-by":"publisher","DOI":"10.1111\/cts.12836"},{"key":"b36","doi-asserted-by":"publisher","DOI":"10.1038\/s41409-018-0264-8"},{"key":"b37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtct.2020.11.022"},{"key":"b38","doi-asserted-by":"publisher","DOI":"10.1182\/bloodadvances.2020003996"},{"key":"b39","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-2141.1998.00930.x"},{"key":"b40","doi-asserted-by":"publisher","DOI":"10.1038\/bmt.2012.151"},{"key":"b41","doi-asserted-by":"publisher","DOI":"10.1038\/bmt.2013.150"},{"key":"b42","doi-asserted-by":"publisher","DOI":"10.3390\/cancers12020407"},{"key":"b43","doi-asserted-by":"publisher","DOI":"10.1038\/s41375-018-0271-1"},{"key":"b44","doi-asserted-by":"publisher","DOI":"10.1016\/j.clml.2014.09.004"},{"key":"b45","doi-asserted-by":"publisher","DOI":"10.1200\/CCI.20.00145"},{"key":"b46","doi-asserted-by":"publisher","DOI":"10.1158\/1078-0432.CCR-15-2793"},{"key":"b47","first-page":"e3148","volume":"10","author":"Rafae A","year":"2018","journal-title":"Cureus"}],"container-title":["JCO Clinical Cancer Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/ascopubs.org\/doi\/pdfdirect\/10.1200\/CCI.23.00078","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,22]],"date-time":"2023-09-22T19:59:42Z","timestamp":1695412782000},"score":1,"resource":{"primary":{"URL":"https:\/\/ascopubs.org\/doi\/10.1200\/CCI.23.00078"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9]]},"references-count":47,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2023,9]]}},"alternative-id":["10.1200\/CCI.23.00078"],"URL":"https:\/\/doi.org\/10.1200\/cci.23.00078","relation":{},"ISSN":["2473-4276"],"issn-type":[{"value":"2473-4276","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,9]]},"assertion":[{"value":"2023-05-03","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-07-18","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-07-20","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-09-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e2300078"}}