{"id":"https://openalex.org/W4200415865","doi":"https://doi.org/10.1182/bloodadvances.2021005800","title":"Establishment of a predictive model for GVHD-free, relapse-free survival after allogeneic HSCT using ensemble learning","display_name":"Establishment of a predictive model for GVHD-free, relapse-free survival after allogeneic HSCT using ensemble learning","publication_year":2021,"publication_date":"2021-12-21","ids":{"openalex":"https://openalex.org/W4200415865","doi":"https://doi.org/10.1182/bloodadvances.2021005800","pmid":"https://pubmed.ncbi.nlm.nih.gov/34933327","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9043925"},"language":"en","primary_location":{"id":"doi:10.1182/bloodadvances.2021005800","doi":"https://doi.org/10.1182/bloodadvances.2021005800","is_oa":true,"landing_page_url":"https://doi.org/10.1182/bloodadvances.2021005800","pdf_url":"https://ashpublications.org/bloodadvances/article-pdf/6/8/2618/1892926/advancesadv2021005800.pdf","source":{"id":"https://openalex.org/S2764683450","display_name":"Blood Advances","issn_l":"2473-9529","issn":["2473-9529","2473-9537"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-2","medline","norway-1","oarl","poland-40","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Blood Advances","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ashpublications.org/bloodadvances/article-pdf/6/8/2618/1892926/advancesadv2021005800.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046511815","display_name":"Makoto Iwasaki","orcid":"https://orcid.org/0000-0002-7564-157X","observed_orcids":["https://orcid.org/0000-0002-7564-157X"]},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Makoto Iwasaki","raw_affiliation_strings":["Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072808833","display_name":"Junya Kanda","orcid":"https://orcid.org/0000-0002-6704-3633","observed_orcids":["https://orcid.org/0000-0002-6704-3633"]},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Junya Kanda","raw_affiliation_strings":["Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;"],"raw_orcid":"https://orcid.org/0000-0002-6704-3633","affiliations":[{"raw_affiliation_string":"Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089002578","display_name":"Yasuyuki Arai","orcid":"https://orcid.org/0000-0002-9662-5093","observed_orcids":["https://orcid.org/0000-0002-9662-5093"]},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuyuki Arai","raw_affiliation_strings":["Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;"],"raw_orcid":"https://orcid.org/0000-0002-9662-5093","affiliations":[{"raw_affiliation_string":"Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038408710","display_name":"Tadakazu Kondo","orcid":"https://orcid.org/0000-0002-8959-6271","observed_orcids":["https://orcid.org/0000-0002-8959-6271"]},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tadakazu Kondo","raw_affiliation_strings":["Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;"],"raw_orcid":"https://orcid.org/0000-0002-8959-6271","affiliations":[{"raw_affiliation_string":"Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017171769","display_name":"Takayuki Ishikawa","orcid":"https://orcid.org/0000-0002-2098-9616","observed_orcids":["https://orcid.org/0000-0002-2098-9616"]},"institutions":[{"id":"https://openalex.org/I4210161700","display_name":"Kobe City Medical Center General Hospital","ror":"https://ror.org/04j4nak57","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210161700","https://openalex.org/I4405284131"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takayuki Ishikawa","raw_affiliation_strings":["Department of Hematology, Kobe City Medical Center General Hospital, Kobe, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Kobe City Medical Center General Hospital, Kobe, Japan;","institution_ids":["https://openalex.org/I4210161700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103131907","display_name":"Yasunori Ueda","orcid":"https://orcid.org/0000-0002-4487-5808","observed_orcids":["https://orcid.org/0000-0002-4487-5808"]},"institutions":[{"id":"https://openalex.org/I4210089671","display_name":"Kurashiki Central Hospital","ror":"https://ror.org/00947s692","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210089671"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasunori Ueda","raw_affiliation_strings":["Department of Hematology/Oncology, Kurashiki Central Hospital, Kurashiki, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology/Oncology, Kurashiki Central Hospital, Kurashiki, Japan;","institution_ids":["https://openalex.org/I4210089671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038837090","display_name":"Kazunori Imada","orcid":"https://orcid.org/0000-0002-0945-0513","observed_orcids":["https://orcid.org/0000-0002-0945-0513"]},"institutions":[{"id":"https://openalex.org/I4210151887","display_name":"Osaka Red Cross Hospital","ror":"https://ror.org/05h4q5j46","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I2799517759","https://openalex.org/I4210151887"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazunori Imada","raw_affiliation_strings":["Department of Hematology, Japanese Red Cross Osaka Hospital, Osaka, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Japanese Red Cross Osaka Hospital, Osaka, Japan;","institution_ids":["https://openalex.org/I4210151887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102706901","display_name":"Takashi Akasaka","orcid":"https://orcid.org/0000-0002-0131-2570","observed_orcids":["https://orcid.org/0000-0002-0131-2570"]},"institutions":[{"id":"https://openalex.org/I2802367119","display_name":"Tenri Hospital","ror":"https://ror.org/05g2axc67","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I2802367119"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi Akasaka","raw_affiliation_strings":["Department of Hematology, Tenri Hospital, Tenri, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Tenri Hospital, Tenri, Japan;","institution_ids":["https://openalex.org/I2802367119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026760618","display_name":"Akihito Yonezawa","orcid":"https://orcid.org/0000-0003-1712-0095","observed_orcids":["https://orcid.org/0000-0003-1712-0095"]},"institutions":[{"id":"https://openalex.org/I4210161538","display_name":"Kokura Memorial Hospital","ror":"https://ror.org/056tqzr82","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210161538"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akihito Yonezawa","raw_affiliation_strings":["Department of Hematology, Kokura Memorial Hospital, Kitakyushu, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Kokura Memorial Hospital, Kitakyushu, Japan;","institution_ids":["https://openalex.org/I4210161538"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037832946","display_name":"Kazuhiro Yago","orcid":"https://orcid.org/0000-0003-3928-4322","observed_orcids":["https://orcid.org/0000-0003-3928-4322"]},"institutions":[{"id":"https://openalex.org/I4210134357","display_name":"Shizuoka General Hospital","ror":"https://ror.org/0457h8c53","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210134357"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuhiro Yago","raw_affiliation_strings":["Department of Hematology, Shizuoka General Hospital, Shizuoka, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Shizuoka General Hospital, Shizuoka, Japan;","institution_ids":["https://openalex.org/I4210134357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083955022","display_name":"Masaharu Nohgawa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210156364","display_name":"Japanese Red Cross Society Wakayama Medical Center","ror":"https://ror.org/05ajyt645","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I2799517759","https://openalex.org/I4210156364"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaharu Nohgawa","raw_affiliation_strings":["Department of Hematology, Japanese Red Cross Wakayama Medical Center, Wakayama, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Japanese Red Cross Wakayama Medical Center, Wakayama, Japan;","institution_ids":["https://openalex.org/I4210156364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109124108","display_name":"Naoyuki Anzai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210127280","display_name":"Takatsuki Red Cross Hospital","ror":"https://ror.org/02wpa5731","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I2799517759","https://openalex.org/I4210127280"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoyuki Anzai","raw_affiliation_strings":["Department of Hematology and Oncology, Takatsuki Red Cross Hospital, Takatsuki, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology and Oncology, Takatsuki Red Cross Hospital, Takatsuki, Japan;","institution_ids":["https://openalex.org/I4210127280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103092932","display_name":"Toshinori Moriguchi","orcid":"https://orcid.org/0000-0002-4834-5273","observed_orcids":["https://orcid.org/0000-0002-4834-5273"]},"institutions":[{"id":"https://openalex.org/I4210140509","display_name":"Kyoto Katsura Hospital","ror":"https://ror.org/04w3ve464","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210140509"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshinori Moriguchi","raw_affiliation_strings":["Department of Hematology, Kyoto-Katsura Hospital, Kyoto, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Kyoto-Katsura Hospital, Kyoto, Japan;","institution_ids":["https://openalex.org/I4210140509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062492623","display_name":"Toshiyuki Kitano","orcid":"https://orcid.org/0000-0002-4194-1638","observed_orcids":["https://orcid.org/0000-0002-4194-1638"]},"institutions":[{"id":"https://openalex.org/I4210161392","display_name":"Kitano Hospital","ror":"https://ror.org/05rsbck92","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210161392"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshiyuki Kitano","raw_affiliation_strings":["Department of Hematology, Kitano Hospital, Tazuke Kofukai Medical Research Institute, Osaka, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Kitano Hospital, Tazuke Kofukai Medical Research Institute, Osaka, Japan;","institution_ids":["https://openalex.org/I4210161392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101758263","display_name":"Mitsuru Itoh","orcid":"https://orcid.org/0000-0001-9432-3270","observed_orcids":["https://orcid.org/0000-0001-9432-3270"]},"institutions":[{"id":"https://openalex.org/I4210104574","display_name":"Kyoto City Hospital","ror":"https://ror.org/01605g366","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210104574","https://openalex.org/I4405282747"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mitsuru Itoh","raw_affiliation_strings":["Department of Hematology, Kyoto City Hospital, Kyoto, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Kyoto City Hospital, Kyoto, Japan;","institution_ids":["https://openalex.org/I4210104574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012931208","display_name":"Nobuyoshi Arima","orcid":"https://orcid.org/0000-0003-0573-6685","observed_orcids":["https://orcid.org/0000-0003-0573-6685"]},"institutions":[{"id":"https://openalex.org/I4210139503","display_name":"Shinko Hospital","ror":"https://ror.org/03pmd4250","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210139503"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nobuyoshi Arima","raw_affiliation_strings":["Department of Hematology, Shinko Hospital, Kobe, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Shinko Hospital, Kobe, Japan;","institution_ids":["https://openalex.org/I4210139503"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041845119","display_name":"Tomoharu Takeoka","orcid":"https://orcid.org/0000-0002-3037-6485","observed_orcids":["https://orcid.org/0000-0002-3037-6485"]},"institutions":[{"id":"https://openalex.org/I4210134192","display_name":"Otsu Red Cross Hospital","ror":"https://ror.org/033647p67","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I2799517759","https://openalex.org/I4210134192"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoharu Takeoka","raw_affiliation_strings":["Department of Hematology and Immunology, Otsu Red Cross Hospital, Otsu, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology and Immunology, Otsu Red Cross Hospital, Otsu, Japan;","institution_ids":["https://openalex.org/I4210134192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004542504","display_name":"Mitsumasa Watanabe","orcid":"https://orcid.org/0000-0003-4889-7999","observed_orcids":["https://orcid.org/0000-0003-4889-7999"]},"institutions":[{"id":"https://openalex.org/I4210134765","display_name":"Hyogo Prefectural Amagasaki General Medical Center","ror":"https://ror.org/04e8mq383","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210134765"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mitsumasa Watanabe","raw_affiliation_strings":["Department of Hematology, Hyogo Prefectural Amagasaki General Medical Center, Amagasaki, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Hyogo Prefectural Amagasaki General Medical Center, Amagasaki, Japan;","institution_ids":["https://openalex.org/I4210134765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024683649","display_name":"Hirokazu Hirata","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2800996768","display_name":"Kansai Electric Power (Japan)","ror":"https://ror.org/03xrg8731","country_code":"JP","type":"company","lineage":["https://openalex.org/I2800996768"]},{"id":"https://openalex.org/I4210123101","display_name":"Kansai Electric Power Hospital","ror":"https://ror.org/02srt1z47","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210123101"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hirokazu Hirata","raw_affiliation_strings":["Department of Hematology, Kansai Electric Power Hospital, Osaka, Japan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Kansai Electric Power Hospital, Osaka, Japan;","institution_ids":["https://openalex.org/I2800996768","https://openalex.org/I4210123101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031388232","display_name":"Kosuke Asagoe","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kosuke Asagoe","raw_affiliation_strings":["Department of Hematology and Oncology, Shiga General Hospital, Shiga, Japan; and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology and Oncology, Shiga General Hospital, Shiga, Japan; and","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055365422","display_name":"Isao Miyatsuka","orcid":"https://orcid.org/0009-0006-4778-8271","observed_orcids":["https://orcid.org/0009-0006-4778-8271"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Isao Miyatsuka","raw_affiliation_strings":["NextGeM Incorporation, Kobe, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NextGeM Incorporation, Kobe, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108284557","display_name":"Le An","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Le My An","raw_affiliation_strings":["NextGeM Incorporation, Kobe, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NextGeM Incorporation, Kobe, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083983511","display_name":"Masanori Miyanishi","orcid":"https://orcid.org/0000-0002-0527-3652","observed_orcids":["https://orcid.org/0000-0002-0527-3652"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Masanori Miyanishi","raw_affiliation_strings":["NextGeM Incorporation, Kobe, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NextGeM Incorporation, Kobe, Japan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021783559","display_name":"Akifumi Takaori\u2010Kondo","orcid":"https://orcid.org/0000-0001-7678-4284","observed_orcids":["https://orcid.org/0000-0001-7678-4284"]},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akifumi Takaori-Kondo,","raw_affiliation_strings":["Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;"],"raw_orcid":"https://orcid.org/0000-0001-7678-4284","affiliations":[{"raw_affiliation_string":"Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan;","institution_ids":["https://openalex.org/I22299242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":17,"corresponding_author_ids":["https://openalex.org/A5072808833"],"corresponding_institution_ids":["https://openalex.org/I22299242"],"apc_list":{"value":3800,"currency":"USD","value_usd":3800},"apc_paid":{"value":3800,"currency":"USD","value_usd":3800},"fwci":2.5905,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.91109224,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"6","issue":"8","first_page":"2618","last_page":"2627"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10345","display_name":"Hematopoietic Stem Cell Transplantation","score":0.9961000084877014,"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":0.9961000084877014,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/graft-versus-host-disease-free-relapse-free-survival","display_name":"graft-versus-host disease-free relapse-free survival","score":0.9319999814033508},{"id":"https://openalex.org/keywords/allogeneic-hematopoietic-stem-cell-transplantation","display_name":"allogeneic hematopoietic stem cell transplantation","score":0.9950000047683716},{"id":"https://openalex.org/keywords/stacked-ensemble-learning","display_name":"stacked ensemble learning","score":0.8029999732971191},{"id":"https://openalex.org/keywords/competing-risks","display_name":"competing risks","score":0.8569999933242798},{"id":"https://openalex.org/keywords/right-censored-survival-data","display_name":"right-censored survival data","score":0.8180000185966492},{"id":"https://openalex.org/keywords/risk-stratification","display_name":"risk stratification","score":0.8130000233650208},{"id":"https://openalex.org/keywords/predictive-model","display_name":"prediction model","score":0.550000011920929}],"concepts":[{"id":"https://openalex.org/C50382708","wikidata":"https://www.wikidata.org/wiki/Q223218","display_name":"Proportional hazards model","level":2,"score":0.7381433248519897},{"id":"https://openalex.org/C207103383","wikidata":"https://www.wikidata.org/wiki/Q3930246","display_name":"Hazard ratio","level":3,"score":0.6800608038902283},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.522160530090332},{"id":"https://openalex.org/C2777408962","wikidata":"https://www.wikidata.org/wiki/Q1128050","display_name":"Hematopoietic stem cell transplantation","level":3,"score":0.48937004804611206},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4842543303966522},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.46523064374923706},{"id":"https://openalex.org/C2911091166","wikidata":"https://www.wikidata.org/wiki/Q106419912","display_name":"Transplantation","level":2,"score":0.46317487955093384},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4524494409561157},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.41195109486579895},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.37743985652923584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33501148223876953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25548601150512695},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.20046302676200867}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002908","descriptor_name":"Chronic Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012008","descriptor_name":"Recurrence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018380","descriptor_name":"Hematopoietic Stem Cell Transplantation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D018572","descriptor_name":"Disease-Free Survival","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1182/bloodadvances.2021005800","doi":"https://doi.org/10.1182/bloodadvances.2021005800","is_oa":true,"landing_page_url":"https://doi.org/10.1182/bloodadvances.2021005800","pdf_url":"https://ashpublications.org/bloodadvances/article-pdf/6/8/2618/1892926/advancesadv2021005800.pdf","source":{"id":"https://openalex.org/S2764683450","display_name":"Blood Advances","issn_l":"2473-9529","issn":["2473-9529","2473-9537"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-2","medline","norway-1","oarl","poland-40","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Blood Advances","raw_type":"journal-article"},{"id":"pmid:34933327","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34933327","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Blood advances","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9043925","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9043925/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Blood Adv","raw_type":"Text"},{"id":"pmh:oai:irdb.nii.ac.jp:01221:0005285824","doi":null,"is_oa":true,"landing_page_url":"https://repository.kulib.kyoto-u.ac.jp/bitstreams/bc5556e4-9f82-4bcb-85db-faadf2bb9129/download","pdf_url":"https://repository.kulib.kyoto-u.ac.jp/bitstreams/bc5556e4-9f82-4bcb-85db-faadf2bb9129/download","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Blood Advances","raw_type":"journal article"},{"id":"pmh:oai:repository.kulib.kyoto-u.ac.jp:2433/269453","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2433/269453","pdf_url":null,"source":{"id":"https://openalex.org/S4306401454","display_name":"Kyoto University Research Information Repository (Kyoto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I22299242","host_organization_name":"Kyoto University","host_organization_lineage":["https://openalex.org/I22299242"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},{"id":"pmh:oai:repository.kulib.kyoto-u.ac.jp:2433/279102","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/2433/279102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401454","display_name":"Kyoto University Research Information Repository (Kyoto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I22299242","host_organization_name":"Kyoto University","host_organization_lineage":["https://openalex.org/I22299242"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doctoral thesis"}],"best_oa_location":{"id":"doi:10.1182/bloodadvances.2021005800","doi":"https://doi.org/10.1182/bloodadvances.2021005800","is_oa":true,"landing_page_url":"https://doi.org/10.1182/bloodadvances.2021005800","pdf_url":"https://ashpublications.org/bloodadvances/article-pdf/6/8/2618/1892926/advancesadv2021005800.pdf","source":{"id":"https://openalex.org/S2764683450","display_name":"Blood Advances","issn_l":"2473-9529","issn":["2473-9529","2473-9537"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-2","medline","norway-1","oarl","poland-40","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Blood Advances","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9763000011444092}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[{"id":"https://openalex.org/G2827005741","display_name":"\u9020\u8840\u5e79\u7d30\u80de\u306e\u4f53\u5916\u5897\u5e45\u6280\u8853\u306e\u958b\u767a\u3068\u79fb\u690d\u533b\u7642\u3078\u306e\u5fdc\u7528","funder_award_id":"18pc0101031h0001","funder_id":"https://openalex.org/F4320311405","funder_display_name":"Japan Agency for Medical Research and Development"},{"id":"https://openalex.org/G7338996286","display_name":"Establishment of an International Standard Algorithm for Improving Umbilical Cord Blood Transplantation Outcomes through Clinical Data Analysis","funder_award_id":"18K08325","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320311405","display_name":"Japan Agency for Medical Research and Development","ror":"https://ror.org/004rtk039"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200415865.pdf","grobid_xml":"https://content.openalex.org/works/W4200415865.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W613454817","https://openalex.org/W1263703055","https://openalex.org/W1491993932","https://openalex.org/W1859701809","https://openalex.org/W1966342001","https://openalex.org/W1973617793","https://openalex.org/W2019111335","https://openalex.org/W2020628257","https://openalex.org/W2026706435","https://openalex.org/W2052825782","https://openalex.org/W2056132907","https://openalex.org/W2064085613","https://openalex.org/W2069403556","https://openalex.org/W2073050942","https://openalex.org/W2078271269","https://openalex.org/W2094914614","https://openalex.org/W2100805904","https://openalex.org/W2111717354","https://openalex.org/W2112740000","https://openalex.org/W2120579447","https://openalex.org/W2120756704","https://openalex.org/W2122587491","https://openalex.org/W2128812336","https://openalex.org/W2133048986","https://openalex.org/W2155069705","https://openalex.org/W2157002292","https://openalex.org/W2167765664","https://openalex.org/W2219528388","https://openalex.org/W2253237363","https://openalex.org/W2289411369","https://openalex.org/W2419140434","https://openalex.org/W2587066646","https://openalex.org/W2618851150","https://openalex.org/W2621683177","https://openalex.org/W2726522927","https://openalex.org/W2741415205","https://openalex.org/W2774766514","https://openalex.org/W2787721928","https://openalex.org/W2891718913","https://openalex.org/W2913642679","https://openalex.org/W2913644639","https://openalex.org/W2928673187","https://openalex.org/W2941736282","https://openalex.org/W2979360238","https://openalex.org/W2989801115","https://openalex.org/W3034503810","https://openalex.org/W3034836563","https://openalex.org/W3048214116"],"related_works":["https://openalex.org/W2984452073","https://openalex.org/W7204155809","https://openalex.org/W4389243158","https://openalex.org/W4417006005","https://openalex.org/W2327785343","https://openalex.org/W4391600212","https://openalex.org/W2462467612","https://openalex.org/W2555545995","https://openalex.org/W2019111335","https://openalex.org/W2989801115"],"abstract_inverted_index":{"Graft-versus-host":[0],"disease-free,":[1],"relapse-free":[2],"survival":[3,13,193],"(GRFS)":[4],"is":[5],"a":[6,30,56,61,79,113,188,204],"useful":[7],"composite":[8],"end":[9,92],"point":[10,93],"that":[11,34,195],"measures":[12],"without":[14],"relapse":[15],"or":[16],"significant":[17],"morbidity":[18],"after":[19,160],"allogeneic":[20],"hematopoietic":[21],"stem":[22],"cell":[23],"transplantation":[24,86],"(allo-HSCT).":[25],"We":[26,186],"aimed":[27],"to":[28,42,111,200],"develop":[29,112],"novel":[31,189],"analytical":[32],"method":[33],"appropriately":[35],"handles":[36],"right-censored":[37],"data":[38],"and":[39,48,105,169],"competing":[40,141],"risks":[41],"understand":[43],"the":[44,73,120,127,166,172,179],"risk":[45,142,198],"for":[46,119,165,171,192],"GRFS":[47,159],"each":[49],"component":[50],"of":[51,63,84,99,158,207],"GRFS.":[52,95],"This":[53],"study":[54,59],"was":[55,94,109,122,163],"retrospective":[57],"data-mining":[58],"on":[60],"cohort":[62],"2207":[64],"adult":[65],"patients":[66,121],"who":[67],"underwent":[68],"their":[69],"first":[70],"allo-HSCT":[71],"within":[72],"Kyoto":[74],"Stem":[75],"Cell":[76],"Transplantation":[77],"Group,":[78],"multi-institutional":[80],"joint":[81],"research":[82],"group":[83,168,174],"17":[85],"centers":[87],"in":[88],"Japan.":[89],"The":[90,116,156],"primary":[91],"A":[96],"stacked":[97,128,205],"ensemble":[98,129,206],"Cox":[100],"Proportional":[101],"Hazard":[102],"(Cox-PH)":[103],"regression":[104],"7":[106],"machine-learning":[107,209],"algorithms":[108],"applied":[110],"prediction":[114],"model.":[115],"median":[117],"age":[118],"48":[123],"years.":[124],"For":[125],"GRFS,":[126],"model":[130,191],"achieved":[131],"better":[132],"predictive":[133,190],"accuracy":[134],"evaluated":[135],"by":[136],"C-index":[137],"than":[138],"other":[139],"state-of-the-art":[140],"models":[143],"(ensemble":[144],"model:":[145],"0.670;":[146],"Cox-PH:":[147],"0.668;":[148],"Random":[149],"Survival":[150],"Forest:":[151],"0.660;":[152],"Dynamic":[153],"DeepHit:":[154],"0.646).":[155],"probability":[157],"2":[161],"years":[162],"30.54%":[164],"high-risk":[167],"40.69%":[170],"low-risk":[173,180],"(hazard":[175],"ratio":[176],"compared":[177],"with":[178],"group:":[181],"2.127;":[182],"95%":[183],"CI,":[184],"1.19-3.80).":[185],"developed":[187],"analysis":[194],"showed":[196],"superior":[197],"stratification":[199],"existing":[201],"methods":[202],"using":[203],"multiple":[208],"algorithms.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2021-12-31T00:00:00"}
