{"id":"https://openalex.org/W2461691768","doi":"https://doi.org/10.1371/journal.pcbi.1004890","title":"A Crowdsourcing Approach to Developing and Assessing Prediction Algorithms for AML Prognosis","display_name":"A Crowdsourcing Approach to Developing and Assessing Prediction Algorithms for AML Prognosis","publication_year":2016,"publication_date":"2016-06-28","ids":{"openalex":"https://openalex.org/W2461691768","doi":"https://doi.org/10.1371/journal.pcbi.1004890","mag":"2461691768","pmid":"https://pubmed.ncbi.nlm.nih.gov/27351836"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1004890","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004890","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004890&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004890&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086904204","display_name":"David P. Noren","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David P. Noren","raw_affiliation_strings":["Rice University, Houston, Texas, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, United States of America","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074511956","display_name":"Byron L. Long","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Byron L. Long","raw_affiliation_strings":["Rice University, Houston, Texas, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, United States of America","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073775720","display_name":"Raquel Norel","orcid":"https://orcid.org/0000-0001-7737-4172"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raquel Norel","raw_affiliation_strings":["IBM Computational Biology Center, Yorktown Heights, New York, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Computational Biology Center, Yorktown Heights, New York, United States of America","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089199278","display_name":"Kahn Rrhissorrakrai","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kahn Rrhissorrakrai","raw_affiliation_strings":["IBM Computational Biology Center, Yorktown Heights, New York, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Computational Biology Center, Yorktown Heights, New York, United States of America","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005194857","display_name":"Kenneth R. Hess","orcid":"https://orcid.org/0000-0003-1377-6070"},"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":"Kenneth Hess","raw_affiliation_strings":["The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103804186","display_name":"Chenyue W. Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenyue Wendy Hu","raw_affiliation_strings":["Rice University, Houston, Texas, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, United States of America","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026119190","display_name":"Alex J. Bisberg","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex J. Bisberg","raw_affiliation_strings":["Rice University, Houston, Texas, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, United States of America","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025882626","display_name":"Andr\u00e9 Schultz","orcid":"https://orcid.org/0000-0002-2909-3154"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andre Schultz","raw_affiliation_strings":["Rice University, Houston, Texas, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, United States of America","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047363496","display_name":"Erik Engquist","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik Engquist","raw_affiliation_strings":["Rice University, Houston, Texas, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, United States of America","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418924","display_name":"Li Liu","orcid":"https://orcid.org/0000-0003-4002-7497"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Liu","raw_affiliation_strings":["Arizona State University, Tempe, Arizona, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, Arizona, United States of America","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102882885","display_name":"Xihui Lin","orcid":"https://orcid.org/0000-0003-1679-9120"},"institutions":[{"id":"https://openalex.org/I112260969","display_name":"Ontario Institute for Cancer Research","ror":"https://ror.org/043q8yx54","country_code":"CA","type":"funder","lineage":["https://openalex.org/I112260969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xihui Lin","raw_affiliation_strings":["Ontario Institute for Cancer Research, Toronto, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ontario Institute for Cancer Research, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I112260969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002585432","display_name":"Gregory M. Chen","orcid":"https://orcid.org/0000-0002-4083-5083"},"institutions":[{"id":"https://openalex.org/I112260969","display_name":"Ontario Institute for Cancer Research","ror":"https://ror.org/043q8yx54","country_code":"CA","type":"funder","lineage":["https://openalex.org/I112260969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gregory M. Chen","raw_affiliation_strings":["Ontario Institute for Cancer Research, Toronto, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ontario Institute for Cancer Research, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I112260969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066648107","display_name":"Honglei Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I112260969","display_name":"Ontario Institute for Cancer Research","ror":"https://ror.org/043q8yx54","country_code":"CA","type":"funder","lineage":["https://openalex.org/I112260969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Honglei Xie","raw_affiliation_strings":["Ontario Institute for Cancer Research, Toronto, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ontario Institute for Cancer Research, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I112260969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009213246","display_name":"Geoffrey A. M. Hunter","orcid":null},"institutions":[{"id":"https://openalex.org/I112260969","display_name":"Ontario Institute for Cancer Research","ror":"https://ror.org/043q8yx54","country_code":"CA","type":"funder","lineage":["https://openalex.org/I112260969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Geoffrey A. M. Hunter","raw_affiliation_strings":["Ontario Institute for Cancer Research, Toronto, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ontario Institute for Cancer Research, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I112260969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007657275","display_name":"Paul C. Boutros","orcid":"https://orcid.org/0000-0003-0553-7520"},"institutions":[{"id":"https://openalex.org/I112260969","display_name":"Ontario Institute for Cancer Research","ror":"https://ror.org/043q8yx54","country_code":"CA","type":"funder","lineage":["https://openalex.org/I112260969"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paul C. Boutros","raw_affiliation_strings":["Department of Medical Biophysics, University of Toronto, Toronto, Canada","Ontario Institute for Cancer Research, Toronto, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0553-7520","affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Ontario Institute for Cancer Research, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I112260969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083113088","display_name":"\u041e. \u0410. \u0421\u0442\u0435\u043f\u0430\u043d\u043e\u0432","orcid":"https://orcid.org/0000-0001-6129-6499"},"institutions":[{"id":"https://openalex.org/I4210099575","display_name":"InSysBio (Russia)","ror":"https://ror.org/011fdmv87","country_code":"RU","type":"company","lineage":["https://openalex.org/I4210099575"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Oleg Stepanov","raw_affiliation_strings":["Institute for Systems Biology, Moscow, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6129-6499","affiliations":[{"raw_affiliation_string":"Institute for Systems Biology, Moscow, Russia","institution_ids":["https://openalex.org/I4210099575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070538149","display_name":"Thea Norman","orcid":"https://orcid.org/0000-0003-2707-4387"},"institutions":[{"id":"https://openalex.org/I1323236076","display_name":"Sage Bionetworks","ror":"https://ror.org/049ncjx51","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1323236076"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thea Norman","raw_affiliation_strings":["Sage Bionetworks, Seattle, Washington, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sage Bionetworks, Seattle, Washington, United States of America","institution_ids":["https://openalex.org/I1323236076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069348884","display_name":"Stephen Friend","orcid":"https://orcid.org/0000-0002-0830-7600"},"institutions":[{"id":"https://openalex.org/I1323236076","display_name":"Sage Bionetworks","ror":"https://ror.org/049ncjx51","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1323236076"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen H. Friend","raw_affiliation_strings":["Sage Bionetworks, Seattle, Washington, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sage Bionetworks, Seattle, Washington, United States of America","institution_ids":["https://openalex.org/I1323236076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000065699","display_name":"Gustavo Stolovitzky","orcid":"https://orcid.org/0000-0002-9618-2819"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gustavo Stolovitzky","raw_affiliation_strings":["Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America","IBM Computational Biology Center, Yorktown Heights, New York, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"IBM Computational Biology Center, Yorktown Heights, New York, United States of America","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016607292","display_name":"Steven M. Kornblau","orcid":"https://orcid.org/0000-0002-5990-9548"},"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":"Steven Kornblau","raw_affiliation_strings":["The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016201799","display_name":"Amina A. Qutub","orcid":"https://orcid.org/0000-0003-1737-9208"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amina A. Qutub","raw_affiliation_strings":["Rice University, Houston, Texas, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, United States of America","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5016201799"],"corresponding_institution_ids":["https://openalex.org/I74775410"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":5.2072,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.96050434,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":"6","first_page":"e1004890","last_page":"e1004890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10309","display_name":"Acute Myeloid Leukemia Research","score":0.9984999895095825,"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/T10309","display_name":"Acute Myeloid Leukemia Research","score":0.9984999895095825,"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/T10166","display_name":"Mosquito-borne diseases and control","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9621999859809875,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/myeloid-leukemia","display_name":"Myeloid leukemia","score":0.7008951902389526},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5292895436286926},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.5196979641914368},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.44512084126472473},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3958544433116913},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3757668733596802},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.35990840196609497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2907581925392151},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09970289468765259}],"concepts":[{"id":"https://openalex.org/C2778729363","wikidata":"https://www.wikidata.org/wiki/Q11688946","display_name":"Myeloid leukemia","level":2,"score":0.7008951902389526},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5292895436286926},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.5196979641914368},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.44512084126472473},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3958544433116913},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3757668733596802},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.35990840196609497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2907581925392151},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09970289468765259},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000690","descriptor_name":"Amyotrophic Lateral Sclerosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000690","descriptor_name":"Amyotrophic Lateral Sclerosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000690","descriptor_name":"Amyotrophic Lateral Sclerosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000690","descriptor_name":"Amyotrophic Lateral Sclerosis","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D000690","descriptor_name":"Amyotrophic Lateral Sclerosis","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D000690","descriptor_name":"Amyotrophic Lateral Sclerosis","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D000690","descriptor_name":"Amyotrophic Lateral Sclerosis","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D000690","descriptor_name":"Amyotrophic Lateral Sclerosis","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D000690","descriptor_name":"Amyotrophic Lateral Sclerosis","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010043","descriptor_name":"Outcome and Process Assessment, Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010043","descriptor_name":"Outcome and Process Assessment, Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010043","descriptor_name":"Outcome and Process Assessment, Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020543","descriptor_name":"Proteome","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D020543","descriptor_name":"Proteome","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D020543","descriptor_name":"Proteome","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D063045","descriptor_name":"Crowdsourcing","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063045","descriptor_name":"Crowdsourcing","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063045","descriptor_name":"Crowdsourcing","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":10,"locations":[{"id":"doi:10.1371/journal.pcbi.1004890","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004890","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004890&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:27351836","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27351836","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,"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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:europepmc.org:3913608","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4924788","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:ark:/13030/qt7ds4k6t7","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:item:45239","is_oa":true,"landing_page_url":"http://hdl.handle.net/2286/R.I.45239","pdf_url":null,"source":{"id":"https://openalex.org/S4306400254","display_name":"Arizona State University Library Digital Repository (Arizona State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55732556","host_organization_name":"Arizona State University","host_organization_lineage":["https://openalex.org/I55732556"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:8aecb598035949668236f531b48849c2","is_oa":true,"landing_page_url":"https://doaj.org/article/8aecb598035949668236f531b48849c2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 12, Iss 6, p e1004890 (2016)","raw_type":"article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt7ds4k6t7","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/7ds4k6t7","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS computational biology, vol 12, iss 6","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/3921168","is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/A_Crowdsourcing_Approach_to_Developing_and_Assessing_Prediction_Algorithms_for_AML_Prognosis/3921168","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"},{"id":"pmh:oai:iris.unito.it:2318/1727735","is_oa":true,"landing_page_url":"http://hdl.handle.net/2318/1727735","pdf_url":null,"source":{"id":"https://openalex.org/S4306400637","display_name":"Institutional Research Information System University of Turin (University of Turin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55143463","host_organization_name":"University of Turin","host_organization_lineage":["https://openalex.org/I55143463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:www.research.unipd.it:11577/3194585","is_oa":true,"landing_page_url":"http://hdl.handle.net/11577/3194585","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1004890","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004890","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004890&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G111615301","display_name":null,"funder_award_id":"P30 CA-016672","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G2640905883","display_name":null,"funder_award_id":"T15LM007093","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"},{"id":"https://openalex.org/G3423148522","display_name":"CAREER: Virtual, high-throughput model of brain microvasculature regeneration","funder_award_id":"1150645","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3511783147","display_name":"NLM Research Training Program in Biomedical Informatics and Data Science for Predoctoral and Postdoctoral Fellows","funder_award_id":"5t15lm007093-32","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G526700612","display_name":null,"funder_award_id":"U54HG007990","funder_id":"https://openalex.org/F4320337348","funder_display_name":"National Human Genome Research Institute"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G75567730","display_name":null,"funder_award_id":"T15LM007093","funder_id":"https://openalex.org/F4320308129","funder_display_name":"Cancer Prevention and Research Institute of Texas"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308129","display_name":"Cancer Prevention and Research Institute of Texas","ror":"https://ror.org/0003xa228"},{"id":"https://openalex.org/F4320310094","display_name":"University of Washington","ror":"https://ror.org/00cvxb145"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332521","display_name":"University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07"},{"id":"https://openalex.org/F4320337348","display_name":"National Human Genome Research Institute","ror":"https://ror.org/00baak391"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2461691768.pdf","grobid_xml":"https://content.openalex.org/works/W2461691768.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1587026990","https://openalex.org/W1970209296","https://openalex.org/W1991803191","https://openalex.org/W2015530630","https://openalex.org/W2026205985","https://openalex.org/W2046185566","https://openalex.org/W2066880509","https://openalex.org/W2073437758","https://openalex.org/W2075740080","https://openalex.org/W2105585253","https://openalex.org/W2107398329","https://openalex.org/W2108933868","https://openalex.org/W2109384743","https://openalex.org/W2116802246","https://openalex.org/W2116858301","https://openalex.org/W2119661649","https://openalex.org/W2121301050","https://openalex.org/W2124885415","https://openalex.org/W2126983941","https://openalex.org/W2131888987","https://openalex.org/W2136927373","https://openalex.org/W2143076232","https://openalex.org/W2146230717","https://openalex.org/W2157029355","https://openalex.org/W2161922735","https://openalex.org/W2170515966","https://openalex.org/W2170846829","https://openalex.org/W2339658711","https://openalex.org/W2582743722","https://openalex.org/W4211177544","https://openalex.org/W4245608028","https://openalex.org/W4385970358"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114"],"abstract_inverted_index":{"Acute":[0,62],"Myeloid":[1,63],"Leukemia":[2],"(AML)":[3],"is":[4],"a":[5,69,110,147],"fatal":[6],"hematological":[7],"cancer.":[8],"The":[9,140],"genetic":[10],"abnormalities":[11],"underlying":[12],"AML":[13,81],"are":[14,119,125],"extremely":[15],"heterogeneous":[16],"among":[17],"patients,":[18,152],"making":[19],"prognosis":[20,35,82],"and":[21,55,89,100,114],"treatment":[22],"selection":[23],"very":[24],"difficult.":[25],"While":[26],"clinical":[27],"proteomics":[28,156],"data":[29,157],"has":[30],"the":[31,39,53,59,75,86,133,138,155],"potential":[32],"to":[33,42,47,73,96,108,123,127,137,150,158],"improve":[34],"accuracy,":[36],"thus":[37],"far,":[38],"quantitative":[40,78],"means":[41],"do":[43],"so":[44],"have":[45],"yet":[46],"be":[48],"developed.":[49],"Here":[50],"we":[51,164],"report":[52],"results":[54],"insights":[56],"gained":[57],"from":[58],"DREAM":[60],"9":[61],"Prediction":[64,66],"Outcome":[65],"Challenge":[67],"(AML-OPC),":[68],"crowdsourcing":[70],"effort":[71],"designed":[72],"promote":[74],"development":[76],"of":[77],"methods":[79],"for":[80],"prediction.":[83],"We":[84,103],"identify":[85,166],"most":[87],"accurate":[88],"robust":[90],"models":[91,135],"in":[92,172],"predicting":[93,173],"patient":[94,106,174],"response":[95,107],"therapy,":[97,109],"remission":[98],"duration,":[99],"overall":[101],"survival.":[102],"further":[104],"investigate":[105],"clinically":[111],"actionable":[112],"prediction,":[113],"find":[115],"that":[116,118],"patients":[117,131],"classified":[120],"as":[121],"resistant":[122],"therapy":[124],"harder":[126],"predict":[128],"than":[129],"responsive":[130],"across":[132],"31":[134],"submitted":[136],"challenge.":[139],"top":[141],"two":[142],"performing":[143],"models,":[144,163],"which":[145,167],"held":[146],"high":[148],"sensitivity":[149],"these":[151,162],"substantially":[153],"utilized":[154],"make":[159],"predictions.":[160],"Using":[161],"also":[165],"signaling":[168],"proteins":[169],"were":[170],"useful":[171],"therapeutic":[175],"response.":[176]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3}],"updated_date":"2026-08-19T15:00:24.278416","created_date":"2025-10-10T00:00:00"}
