{"id":"https://openalex.org/W2906695778","doi":"https://doi.org/10.1182/blood-2018-99-118677","title":"A Personalized Prediction Model for Outcomes after Allogeneic Hematopoietic Stem Cell Transplant in Patients with Myelodysplastic Syndromes: On Behalf of the CIBMTR Chronic Leukemia Committee","display_name":"A Personalized Prediction Model for Outcomes after Allogeneic Hematopoietic Stem Cell Transplant in Patients with Myelodysplastic Syndromes: On Behalf of the CIBMTR Chronic Leukemia Committee","publication_year":2018,"publication_date":"2018-11-29","ids":{"openalex":"https://openalex.org/W2906695778","doi":"https://doi.org/10.1182/blood-2018-99-118677","mag":"2906695778"},"language":"en","primary_location":{"id":"doi:10.1182/blood-2018-99-118677","doi":"https://doi.org/10.1182/blood-2018-99-118677","is_oa":false,"landing_page_url":"https://doi.org/10.1182/blood-2018-99-118677","pdf_url":null,"source":{"id":"https://openalex.org/S200071133","display_name":"Blood","issn_l":"0006-4971","issn":["0006-4971","1528-0020"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Blood","raw_type":"journal-article"},"volume":null,"type":"conference-abstract","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086233229","display_name":"Aziz Nazha","orcid":"https://orcid.org/0000-0002-6695-7994","observed_orcids":["https://orcid.org/0000-0002-6695-7994"]},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aziz Nazha","raw_affiliation_strings":["Cleveland Clinic, Cleveland, OH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cleveland Clinic, Cleveland, OH","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029965689","display_name":"Zhen\u2010Huan Hu","orcid":"https://orcid.org/0000-0002-3303-8991","observed_orcids":["https://orcid.org/0000-0002-3303-8991"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhen-Huan Hu","raw_affiliation_strings":["CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453497","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0002-2596-6843","observed_orcids":["https://orcid.org/0000-0002-2596-6843"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tao Wang","raw_affiliation_strings":["CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI","Division of Biostatistics, Institute for Health and Society, Medical College of Wisconsin, Milwaukee, WV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI","institution_ids":["https://openalex.org/I204308271"]},{"raw_affiliation_string":"Division of Biostatistics, Institute for Health and Society, Medical College of Wisconsin, Milwaukee, WV","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050880000","display_name":"Betty K. Hamilton","orcid":"https://orcid.org/0000-0003-1252-6539","observed_orcids":["https://orcid.org/0000-0003-1252-6539"]},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Betty K. Hamilton","raw_affiliation_strings":["Taussig Cancer Institute, Blood and Marrow Transplant Program, Cleveland Clinic Foundation, Cleveland, OH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taussig Cancer Institute, Blood and Marrow Transplant Program, Cleveland Clinic Foundation, Cleveland, OH","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019494133","display_name":"Navneet S. Majhail","orcid":"https://orcid.org/0000-0001-7082-891X","observed_orcids":["https://orcid.org/0000-0001-7082-891X"]},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Navneet S. Majhail","raw_affiliation_strings":["Taussig Cancer Institute, Department of Hematology & Medical Oncology, Cleveland Clinic Foundation, Cleveland, OH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taussig Cancer Institute, Department of Hematology & Medical Oncology, Cleveland Clinic Foundation, Cleveland, OH","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079999812","display_name":"Robert Coleman Lindsley","orcid":"https://orcid.org/0000-0001-9822-806X","observed_orcids":["https://orcid.org/0000-0001-9822-806X"]},"institutions":[{"id":"https://openalex.org/I4210117453","display_name":"Dana-Farber Cancer Institute","ror":"https://ror.org/02jzgtq86","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210117453"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Coleman Lindsley","raw_affiliation_strings":["Dana-Farber Cancer Institute, Boston, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dana-Farber Cancer Institute, Boston, MA","institution_ids":["https://openalex.org/I4210117453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011655907","display_name":"Ronald M. Sobecks","orcid":"https://orcid.org/0000-0003-1608-3261","observed_orcids":["https://orcid.org/0000-0003-1608-3261"]},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald Sobecks","raw_affiliation_strings":["Taussig Cancer Institute, Department of Hematology & Medical Oncology, Cleveland Clinic Foundation, Cleveland, OH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taussig Cancer Institute, Department of Hematology & Medical Oncology, Cleveland Clinic Foundation, Cleveland, OH","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066894053","display_name":"Uday Popat","orcid":"https://orcid.org/0000-0002-7592-2224","observed_orcids":["https://orcid.org/0000-0002-7592-2224"]},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Uday Popat","raw_affiliation_strings":["Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074629157","display_name":"Bart Lee Scott","orcid":"https://orcid.org/0000-0001-9620-7839","observed_orcids":["https://orcid.org/0000-0001-9620-7839"]},"institutions":[{"id":"https://openalex.org/I4210089486","display_name":"Fred Hutch Cancer Center","ror":"https://ror.org/007ps6h72","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210089486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bart L Scott","raw_affiliation_strings":["Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA","institution_ids":["https://openalex.org/I4210089486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058862489","display_name":"Wael Saber","orcid":"https://orcid.org/0000-0002-6544-5815","observed_orcids":["https://orcid.org/0000-0002-6544-5815"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wael Saber","raw_affiliation_strings":["CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI","institution_ids":["https://openalex.org/I204308271"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029965689","https://openalex.org/A5058862489","https://openalex.org/A5100453497"],"corresponding_institution_ids":["https://openalex.org/I204308271"],"apc_list":{"value":5500,"currency":"USD","value_usd":5500},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"132","issue":"Supplement 1","first_page":"206","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10345","display_name":"Hematopoietic Stem Cell Transplantation","score":0.8901000022888184,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10345","display_name":"Hematopoietic Stem Cell Transplantation","score":0.8901000022888184,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10309","display_name":"Acute Myeloid Leukemia Research","score":0.10419999808073044,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14078","display_name":"Multiple and Secondary Primary Cancers","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/myelodysplastic-syndrome","display_name":"myelodysplastic syndrome","score":0.9929999709129333},{"id":"https://openalex.org/keywords/allogeneic-hematopoietic-stem-cell-transplantation","display_name":"allogeneic hematopoietic stem cell transplantation","score":0.9480000138282776},{"id":"https://openalex.org/keywords/outcome-prediction-model","display_name":"outcome prediction model","score":0.7020000219345093},{"id":"https://openalex.org/keywords/mutation","display_name":"genetic mutations","score":0.7099999785423279},{"id":"https://openalex.org/keywords/random-survival-forest","display_name":"random survival forest","score":0.824999988079071},{"id":"https://openalex.org/keywords/overall-survival","display_name":"overall survival","score":0.6830000281333923},{"id":"https://openalex.org/keywords/relapse","display_name":"relapse","score":0.7739999890327454},{"id":"https://openalex.org/keywords/prognostic-factors","display_name":"prognostic factors","score":0.6690000295639038},{"id":"https://openalex.org/keywords/hla-matched-unrelated-donor","display_name":"HLA-matched unrelated donor","score":0.5049999952316284},{"id":"https://openalex.org/keywords/conditioning-regimen","display_name":"conditioning regimen","score":0.5619999766349792},{"id":"https://openalex.org/keywords/myeloablative-conditioning","display_name":"myeloablative conditioning","score":0.6430000066757202},{"id":"https://openalex.org/keywords/reduced-intensity-conditioning","display_name":"reduced-intensity conditioning","score":0.6639999747276306},{"id":"https://openalex.org/keywords/cibmtr-registry","display_name":"CIBMTR registry","score":0.5590000152587891},{"id":"https://openalex.org/keywords/personalized-prediction","display_name":"personalized prediction","score":0.5680000185966492}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.782910943031311},{"id":"https://openalex.org/C2780817109","wikidata":"https://www.wikidata.org/wiki/Q954625","display_name":"Myelodysplastic syndromes","level":3,"score":0.6169004440307617},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.611518144607544},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.603232204914093},{"id":"https://openalex.org/C160798450","wikidata":"https://www.wikidata.org/wiki/Q4230870","display_name":"Concordance","level":2,"score":0.5920664668083191},{"id":"https://openalex.org/C50382708","wikidata":"https://www.wikidata.org/wiki/Q223218","display_name":"Proportional hazards model","level":2,"score":0.5328711867332458},{"id":"https://openalex.org/C2911091166","wikidata":"https://www.wikidata.org/wiki/Q106419912","display_name":"Transplantation","level":2,"score":0.5179852247238159},{"id":"https://openalex.org/C2777408962","wikidata":"https://www.wikidata.org/wiki/Q1128050","display_name":"Hematopoietic stem cell transplantation","level":3,"score":0.46203306317329407},{"id":"https://openalex.org/C2993713153","wikidata":"https://www.wikidata.org/wiki/Q211709","display_name":"Hematopoietic cell","level":4,"score":0.4601818323135376},{"id":"https://openalex.org/C28328180","wikidata":"https://www.wikidata.org/wiki/Q48196","display_name":"Stem cell","level":2,"score":0.31889432668685913},{"id":"https://openalex.org/C2780007613","wikidata":"https://www.wikidata.org/wiki/Q546523","display_name":"Bone marrow","level":2,"score":0.2209339737892151},{"id":"https://openalex.org/C109159458","wikidata":"https://www.wikidata.org/wiki/Q919283","display_name":"Haematopoiesis","level":3,"score":0.1975177526473999},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1182/blood-2018-99-118677","doi":"https://doi.org/10.1182/blood-2018-99-118677","is_oa":false,"landing_page_url":"https://doi.org/10.1182/blood-2018-99-118677","pdf_url":null,"source":{"id":"https://openalex.org/S200071133","display_name":"Blood","issn_l":"0006-4971","issn":["0006-4971","1528-0020"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Blood","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3048214116","https://openalex.org/W4389243292","https://openalex.org/W2756351976","https://openalex.org/W2903920099","https://openalex.org/W3094653400","https://openalex.org/W4281635918","https://openalex.org/W2624796037","https://openalex.org/W2603214565","https://openalex.org/W2481897790","https://openalex.org/W4364381091"],"abstract_inverted_index":{"Abstract":[0],"Background":[1],"Allogeneic":[2],"hematopoietic":[3],"cell":[4,495],"transplantation":[5],"(HCT)":[6],"remains":[7],"the":[8,35,60,91,145,159,181,204,219,252,375,383,391,396,452,520,526,542,566,571,574,600,627],"only":[9,109],"potentially":[10],"curative":[11],"option":[12],"for":[13,93,104,192,213,559,610],"myelodysplastic":[14],"syndromes":[15],"(MDS).":[16],"Genetic":[17],"alterations":[18],"have":[19],"an":[20],"impact":[21],"on":[22,133],"outcomes":[23,80],"after":[24,81],"HCT":[25,53,82,401,449],"in":[26,83,90,183,194,211,434,490,573,604,644],"MDS":[27,84,87,233,428,605],"(Lindsley":[28],"C,":[29],"et":[30],"al,":[31],"NEJM":[32],"2017).":[33],"Given":[34],"significant":[36],"risks":[37],"of":[38,62,120,127,147,161,165,203,206,218,231,251,336,386,426,440,455,480,484,522,570,602,630],"transplant-related":[39,595],"mortality":[40],"and":[41,96,186,197,236,243,307,362,377,443,515,535,541,547,579,594,597,620,626,642],"relapse,":[42],"identifying":[43],"patients":[44,88],"(pts)":[45],"who":[46],"may":[47,49,639],"or":[48,115,122,151,167,287,506],"not":[50],"benefit":[51],"from":[52,135,144,158],"is":[54],"clinically":[55],"important.":[56],"We":[57,584],"explored":[58],"how":[59],"incorporation":[61],"genomic":[63],"/":[64],"clinical":[65,185,534,619],"data":[66,309,596],"using":[67],"machine":[68],"learning":[69],"algorithms":[70],"can":[71,78,389,538,598],"create":[72],"a":[73,528,586,611],"personalized":[74,587],"prediction":[75,588],"model":[76,221,556,572,589,616],"that":[77,372,388,402,450,590,607,623],"predict":[79,599],"pts.":[85],"Method":[86],"enrolled":[89],"Center":[92],"International":[94],"Blood":[95],"Marrow":[97],"Transplant":[98],"Research":[99],"(CIBMTR)":[100],"Registry":[101],"were":[102,107,112,263],"considered":[103],"inclusion.":[105],"Pts":[106],"excluded":[108],"if":[110,116],"blasts":[111],">/=":[113],"20%":[114],"they":[117],"had":[118],"diagnosis":[119,425],"CMML":[121],"MDS/MPN":[123],"overlap.":[124],"A":[125,171,229],"panel":[126],"127":[128],"gene":[129],"mutations":[130,433,489],"was":[131,142,156,177,222,255,338,531,557,563,577],"performed":[132],"samples":[134],"peripheral":[136,430,498],"blood":[137,290],"prior":[138,399,447,468,476,507,647],"to":[139,149,163,179,374,400,448,469,477,565,648],"HCT.":[140,649],"OS":[141,560,625,633],"measured":[143,157],"time":[146,160,164,637],"transplant":[148,162],"death":[150],"last":[152,168],"follow":[153,169],"up.":[154,170],"Relapse":[155],"relapse":[166,198,456],"random":[172],"survival":[173,196,543,603],"forest":[174],"(RSF)":[175],"algorithm":[176],"used":[178],"build":[180],"model,":[182],"which":[184],"molecular":[187,621],"variables":[188,371,387,398,537,622],"are":[189,608],"randomly":[190,237],"selected":[191],"inclusion":[193],"determining":[195],"probability,":[199],"thereby":[200],"avoiding":[201],"some":[202],"limitations":[205],"traditional":[207],"Cox":[208],"step-wise":[209],"regression":[210],"accounting":[212],"variable":[214],"interactions.":[215],"The":[216,248,342,555,614,632],"accuracy":[217],"proposed":[220],"assessed":[223],"by":[224,314],"concordance":[225],"(c-)":[226],"index.":[227],"Results":[228],"total":[230],"1514":[232],"pts":[234,606,643],"included":[235],"divided":[238],"into":[239,525],"training":[240,575],"(1059":[241],"pts)":[242,246],"validation":[244,567,580],"(455":[245],"cohorts.":[247],"median":[249],"age":[250],"entire":[253],"cohort":[254,568,576,581],"59":[256],"years":[257],"(range":[258],"0.4":[259],"-":[260],"77).":[261],"Donors":[262],"8/8":[264,279],"HLA-matched":[265,280],"unrelated":[266,281],"donors":[267,282],"(n":[268,274,283,291],"=":[269,275,284,292],"862,":[270],"57%),":[271],"HLA-identical":[272],"siblings":[273],"181,":[276],"12%),":[277],"<":[278],"296,":[285],"20%),":[286],"umbilical":[288],"cord":[289],"174,":[293],"11%).":[294],"Conditioning":[295],"regimens":[296],"included:":[297,457],"myeloablative":[298],"(n=789,":[299],"52%),":[300],"reduced-intensity":[301],"(n=582,":[302],"38%),":[303],"nonmyeloablative":[304],"(n=130,":[305],"9%),":[306],"missing":[308,331],"(n=13,":[310],"1%).":[311],"Cytogenetic":[312],"analysis":[313,367,381],"IPSS-R":[315],"criteria:":[316],"579":[317],"(38%)":[318],"very":[319,329],"good/good,":[320],"269":[321],"(18%)":[322],"intermediate,":[323],"287":[324],"(19%)":[325],"poor,":[326,330],"125":[327],"(8%)":[328],"254":[332],"(17%).":[333],"Median":[334],"number":[335,385,439,479,505],"mutations/sample":[337],"2":[339],"(range,":[340],"0-15).":[341],"most":[343,369],"commonly":[344],"mutated":[345],"genes":[346],"were:":[347],"ASXL1":[348,509],"(20%),":[349],"TP53":[350,406,458],"(19%),":[351],"DNMT3A":[352],"(15%),":[353],"TET2":[354],"(12%),":[355],"RUNX1":[356],"(11%),":[357],"SF3B1":[358],"(9%),":[359],"U2AF1":[360],"(8%),":[361],"SRSF2":[363],"(6%).":[364],"Variable":[365],"importance":[366],"(the":[368],"important":[370],"contributed":[373],"outcome)":[376],"multiple":[378],"backward":[379],"elimination":[380],"(identifying":[382],"least":[384,392],"provide":[390],"error":[393],"rate)":[394],"identified":[395,617],"following":[397],"impacted":[403,624],"OS:":[404],"age,":[405,422,482],"mutation,":[407,438,459,510],"absolute":[408],"neutrophils":[409],"counts":[410],"(ANC),":[411],"cytogenetics":[412,462],"per":[413,463],"IPSS-R,":[414,464],"Karnofsky":[415],"performance":[416],"status":[417,467],"(KPS),":[418],"conditioning":[419,460],"regimen,":[420,461],"donor":[421],"WBC,":[423,487],"hemoglobin,":[424,465],"therapy-related":[427],"(t-MDS),":[429],"blast":[431,499,513],"percentage,":[432,500,514],"RAS":[435,491],"pathway,":[436,492],"JAK2":[437],"mutations,":[441,481],"ZRSR2,":[442],"CUX1":[444],"mutations.":[445],"Variables":[446],"affected":[451],"cause-specific":[453,628],"hazard":[454,629],"disease":[466],"HCT,":[470,478],"receiving":[471],"hypomethylating":[472],"agent":[473],"vs":[474],"chemotherapy":[475],"year":[483],"transplant,":[485],"IPSSR,":[486],"KPS,":[488],"in-vivo":[493],"T":[494],"depletion,":[496],"ANC,":[497],"t-MDS,":[501],"monosomal":[502],"karyotype":[503],"status,":[504],"treatments,":[508],"bone":[511],"marrow":[512],"PPM1D":[516],"mutation.":[517],"To":[518],"ease":[519],"translation":[521],"this":[523],"tool":[524],"clinic,":[527],"web":[529],"application":[530],"built":[532,585],"where":[533],"mutational":[536],"be":[539,551],"entered":[540],"probability":[544,601,634],"at":[545,635],"6,12,":[546],"24":[548],"months":[549],"will":[550],"computed,":[552],"Figure":[553],"1.":[554],"valid":[558],"when":[561],"it":[562],"applied":[564],"(c-index":[569],".6,":[578],".61.":[582],"Conclusions:":[583],"uses":[591],"clinical,":[592],"molecular,":[593],"specific":[609],"given":[612],"pt.":[613],"new":[615],"several":[618],"relapse.":[631],"different":[636],"points":[638],"aid":[640],"physicians":[641],"their":[645],"decision":[646],"Disclosures":[650],"Nazha:":[651],"MEI:":[652],"Consultancy.":[653,660],"Majhail:Incyte:":[654],"Honoraria;":[655,657],"Atara:":[656],"Anthem,":[658],"Inc.:":[659]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2019-01-11T00:00:00"}
