{"id":"https://openalex.org/W2286032140","doi":"https://doi.org/10.1007/978-3-319-24571-3_51","title":"Bayesian Personalization of Brain Tumor Growth Model","display_name":"Bayesian Personalization of Brain Tumor Growth Model","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2286032140","doi":"https://doi.org/10.1007/978-3-319-24571-3_51","mag":"2286032140"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-24571-3_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24571-3_51","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01155075","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064734443","display_name":"Matthieu L\u00ea","orcid":"https://orcid.org/0000-0002-5003-4597"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Matthieu L\u00ea","raw_affiliation_strings":["Asclepios Project, INRIA, Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"Asclepios Project, INRIA, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046898859","display_name":"Herv\u00e9 Delingette","orcid":"https://orcid.org/0000-0001-6050-5949"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Herv\u00e9 Delingette","raw_affiliation_strings":["Asclepios Project, INRIA, Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"Asclepios Project, INRIA, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039535916","display_name":"Jayashree Kalpathy\u2013Cramer","orcid":"https://orcid.org/0000-0001-8906-9618"},"institutions":[{"id":"https://openalex.org/I4210092658","display_name":"Harvard\u2013MIT Division of Health Sciences and Technology","ror":"https://ror.org/00jjeh629","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092658"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jayashree Kalpathy-Cramer","raw_affiliation_strings":["Martinos Center for Biomedical Imaging, Harvard-MIT Division of Health Sciences and Technology, Charlestown, MA, USA"],"affiliations":[{"raw_affiliation_string":"Martinos Center for Biomedical Imaging, Harvard-MIT Division of Health Sciences and Technology, Charlestown, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210092658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082835319","display_name":"Elizabeth R. Gerstner","orcid":"https://orcid.org/0000-0003-2382-3838"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth R. Gerstner","raw_affiliation_strings":["Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082216317","display_name":"Tracy Batchelor","orcid":null},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tracy Batchelor","raw_affiliation_strings":["Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053597888","display_name":"Jan Unkelbach","orcid":"https://orcid.org/0000-0002-4275-990X"},"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":"Jan Unkelbach","raw_affiliation_strings":["Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110261261","display_name":"Nicholas Ayache","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicholas Ayache","raw_affiliation_strings":["Asclepios Project, INRIA, Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"Asclepios Project, INRIA, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5064734443"],"corresponding_institution_ids":["https://openalex.org/I1326498283"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":10.3622,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.9847561,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"424","last_page":"432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"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/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9864000082015991,"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"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9728000164031982,"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/bayesian-probability","display_name":"Bayesian probability","score":0.6209379434585571},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6074048280715942},{"id":"https://openalex.org/keywords/identifiability","display_name":"Identifiability","score":0.6018641591072083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5523781776428223},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.4323229491710663},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.41776737570762634},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3641491234302521},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3626444339752197},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.32626768946647644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30759257078170776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3022846579551697},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25638824701309204},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21540376543998718},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1005513072013855}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6209379434585571},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6074048280715942},{"id":"https://openalex.org/C122770356","wikidata":"https://www.wikidata.org/wiki/Q1656753","display_name":"Identifiability","level":2,"score":0.6018641591072083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5523781776428223},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.4323229491710663},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.41776737570762634},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3641491234302521},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3626444339752197},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.32626768946647644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30759257078170776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3022846579551697},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25638824701309204},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21540376543998718},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1005513072013855},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-24571-3_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24571-3_51","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":"pmh:oai:HAL:hal-01155075v2","is_oa":true,"landing_page_url":"https://hal.science/hal-01155075","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"MICCAI - Medical Image Computing and Computer Assisted Intervention - 2015, Oct 2015, Munich, Germany. pp.424-432, ⟨10.1007/978-3-319-24571-3_51⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01155075v2","is_oa":true,"landing_page_url":"https://hal.science/hal-01155075","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"MICCAI - Medical Image Computing and Computer Assisted Intervention - 2015, Oct 2015, Munich, Germany. pp.424-432, ⟨10.1007/978-3-319-24571-3_51⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W45004989","https://openalex.org/W1607751291","https://openalex.org/W1805470358","https://openalex.org/W1997062487","https://openalex.org/W1998756438","https://openalex.org/W2015749074","https://openalex.org/W2019438752","https://openalex.org/W2042497845","https://openalex.org/W2078708982","https://openalex.org/W2112130807","https://openalex.org/W2147938585","https://openalex.org/W2161455851"],"related_works":["https://openalex.org/W1964286703","https://openalex.org/W2169866437","https://openalex.org/W2407375987","https://openalex.org/W2505726097","https://openalex.org/W2950975704","https://openalex.org/W2010643158","https://openalex.org/W3049691116","https://openalex.org/W2106867672","https://openalex.org/W4310268968","https://openalex.org/W3081214562"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}