{"id":"https://openalex.org/W2956427333","doi":"https://doi.org/10.1007/978-3-030-32251-9_11","title":"Patient-Specific Conditional Joint Models of Shape, Image Features and Clinical Indicators","display_name":"Patient-Specific Conditional Joint Models of Shape, Image Features and Clinical Indicators","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2956427333","doi":"https://doi.org/10.1007/978-3-030-32251-9_11","mag":"2956427333","pmid":"https://pubmed.ncbi.nlm.nih.gov/32494781"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-32251-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32251-9_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.07783","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075603650","display_name":"Bernhard Egger","orcid":"https://orcid.org/0000-0002-4736-2397"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bernhard Egger","raw_affiliation_strings":["Computer Science and Artificial Intelligence Lab (CSAIL), MIT, USA","Computer Science and Artificial Intelligence Lab (CSAIL), MIT, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Lab (CSAIL), MIT, USA","institution_ids":[]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Lab (CSAIL), MIT, Cambridge, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015843495","display_name":"Markus D. Schirmer","orcid":"https://orcid.org/0000-0001-9561-0239"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4411590659"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus D. Schirmer","raw_affiliation_strings":["Computer Science and Artificial Intelligence Lab (CSAIL), MIT, USA","German Centre for Neurodegenerative Diseases (DZNE), Germany","Massachusetts General Hospital (MGH), Harvard Medical School, USA","Computer Science and Artificial Intelligence Lab (CSAIL), MIT, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Lab (CSAIL), MIT, USA","institution_ids":[]},{"raw_affiliation_string":"German Centre for Neurodegenerative Diseases (DZNE), Germany","institution_ids":["https://openalex.org/I2801533059"]},{"raw_affiliation_string":"Massachusetts General Hospital (MGH), Harvard Medical School, USA","institution_ids":[]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Lab (CSAIL), MIT, Cambridge, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004336107","display_name":"Florian Dubost","orcid":"https://orcid.org/0000-0002-7035-2680"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]}],"countries":["NL","US"],"is_corresponding":false,"raw_author_name":"Florian Dubost","raw_affiliation_strings":["Erasmus MC - University Medical Center Rotterdam, Netherlands","Massachusetts General Hospital (MGH), Harvard Medical School, USA","Massachusetts General Hospital (MGH), Harvard Medical School, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Erasmus MC - University Medical Center Rotterdam, Netherlands","institution_ids":["https://openalex.org/I2801952686"]},{"raw_affiliation_string":"Massachusetts General Hospital (MGH), Harvard Medical School, USA","institution_ids":[]},{"raw_affiliation_string":"Massachusetts General Hospital (MGH), Harvard Medical School, Boston, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108813564","display_name":"Marco Nardin","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marco J. Nardin","raw_affiliation_strings":["Massachusetts General Hospital (MGH), Harvard Medical School, USA","Massachusetts General Hospital (MGH), Harvard Medical School, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts General Hospital (MGH), Harvard Medical School, USA","institution_ids":[]},{"raw_affiliation_string":"Massachusetts General Hospital (MGH), Harvard Medical School, Boston, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061020099","display_name":"Natalia S. Rost","orcid":"https://orcid.org/0000-0002-7056-8561"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Natalia S. Rost","raw_affiliation_strings":["Massachusetts General Hospital (MGH), Harvard Medical School, USA","Massachusetts General Hospital (MGH), Harvard Medical School, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts General Hospital (MGH), Harvard Medical School, USA","institution_ids":[]},{"raw_affiliation_string":"Massachusetts General Hospital (MGH), Harvard Medical School, Boston, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081763875","display_name":"Polina Golland","orcid":"https://orcid.org/0000-0003-2516-731X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Polina Golland","raw_affiliation_strings":["Computer Science and Artificial Intelligence Lab (CSAIL), MIT, USA","Computer Science and Artificial Intelligence Lab (CSAIL), MIT, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Lab (CSAIL), MIT, USA","institution_ids":[]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Lab (CSAIL), MIT, Cambridge, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5075603650"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11906492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11767","issue":null,"first_page":"93","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9921000003814697,"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"}},"topics":[{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9921000003814697,"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"}},{"id":"https://openalex.org/T12417","display_name":"Morphological variations and asymmetry","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9901999831199646,"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/computer-science","display_name":"Computer science","score":0.5986108183860779},{"id":"https://openalex.org/keywords/copula","display_name":"Copula (linguistics)","score":0.596502423286438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5574745535850525},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5225633978843689},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.48128312826156616},{"id":"https://openalex.org/keywords/conditional-probability-distribution","display_name":"Conditional probability distribution","score":0.4603902995586395},{"id":"https://openalex.org/keywords/joint-probability-distribution","display_name":"Joint probability distribution","score":0.45749980211257935},{"id":"https://openalex.org/keywords/marginal-model","display_name":"Marginal model","score":0.4530583620071411},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.43497899174690247},{"id":"https://openalex.org/keywords/marginal-distribution","display_name":"Marginal distribution","score":0.43192416429519653},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34622111916542053},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32773303985595703},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31384289264678955},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.2987840175628662},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23478370904922485},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.21714812517166138},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.17829656600952148}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5986108183860779},{"id":"https://openalex.org/C17618745","wikidata":"https://www.wikidata.org/wiki/Q207509","display_name":"Copula (linguistics)","level":2,"score":0.596502423286438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5574745535850525},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5225633978843689},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.48128312826156616},{"id":"https://openalex.org/C43555835","wikidata":"https://www.wikidata.org/wiki/Q2300258","display_name":"Conditional probability distribution","level":2,"score":0.4603902995586395},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.45749980211257935},{"id":"https://openalex.org/C197656967","wikidata":"https://www.wikidata.org/wiki/Q17058458","display_name":"Marginal model","level":3,"score":0.4530583620071411},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.43497899174690247},{"id":"https://openalex.org/C165216359","wikidata":"https://www.wikidata.org/wiki/Q670653","display_name":"Marginal distribution","level":3,"score":0.43192416429519653},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34622111916542053},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32773303985595703},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31384289264678955},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.2987840175628662},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23478370904922485},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.21714812517166138},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.17829656600952148}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1007/978-3-030-32251-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32251-9_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmid:32494781","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32494781","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":"Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention","raw_type":null},{"id":"pmh:oai:arXiv.org:1907.07783","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.07783","pdf_url":"https://arxiv.org/pdf/1907.07783","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2956427333","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1907.07783","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:eur:oai:pure.eur.nl:publications/4ddaef4a-53e8-4767-bab3-a196a7802b2e","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/4ddaef4a-53e8-4767-bab3-a196a7802b2e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Medical Image Computing and Computer-Assisted Intervention : Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2019, 93 - 101","raw_type":"info:eu-repo/semantics/bookpart"},{"id":"pmh:oai:dspace.mit.edu:1721.1/128868","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/128868","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv","raw_type":"http://purl.org/eprint/type/ConferencePaper"},{"id":"doi:10.48550/arxiv.1907.07783","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.07783","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.07783","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.07783","pdf_url":"https://arxiv.org/pdf/1907.07783","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1502922572","https://openalex.org/W1990860515","https://openalex.org/W1992535794","https://openalex.org/W2012155201","https://openalex.org/W2023728161","https://openalex.org/W2087160118","https://openalex.org/W2088733850","https://openalex.org/W2154201996","https://openalex.org/W2165902556","https://openalex.org/W2310705318","https://openalex.org/W2343820694","https://openalex.org/W2401123130","https://openalex.org/W2742978883","https://openalex.org/W2907233437","https://openalex.org/W2954896533"],"related_works":["https://openalex.org/W2737226596","https://openalex.org/W3131466129","https://openalex.org/W3093316401","https://openalex.org/W2198860403","https://openalex.org/W2862690536","https://openalex.org/W2750615509","https://openalex.org/W2803299253","https://openalex.org/W2064679571","https://openalex.org/W3096527890","https://openalex.org/W2782586160","https://openalex.org/W3118366978","https://openalex.org/W2953065339","https://openalex.org/W1916396454","https://openalex.org/W613576012","https://openalex.org/W2953355038","https://openalex.org/W2991968753","https://openalex.org/W2893363311","https://openalex.org/W2950624281","https://openalex.org/W2009872941","https://openalex.org/W1488873272"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}