{"id":"https://openalex.org/W3114543645","doi":"https://doi.org/10.1007/978-3-030-66843-3_16","title":"Deep Voxel-Guided Morphometry (VGM): Learning Regional Brain Changes in Serial MRI","display_name":"Deep Voxel-Guided Morphometry (VGM): Learning Regional Brain Changes in Serial MRI","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3114543645","doi":"https://doi.org/10.1007/978-3-030-66843-3_16","mag":"3114543645"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-66843-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66843-3_16","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112458033","display_name":"Alena-Kathrin Schnurr","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Alena-Kathrin Schnurr","raw_affiliation_strings":["Computer Assisted Clinical Medicine, Mannheim Institute for Intelligent Systems in Medicine, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Assisted Clinical Medicine, Mannheim Institute for Intelligent Systems in Medicine, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059775841","display_name":"Philipp Eisele","orcid":"https://orcid.org/0000-0001-6831-4282"},"institutions":[{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210109659","display_name":"Bernstein Center for Computational Neuroscience Heidelberg-Mannheim","ror":"https://ror.org/01qq34m02","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210109659"]},{"id":"https://openalex.org/I4210156450","display_name":"University Medical Centre Mannheim","ror":"https://ror.org/05sxbyd35","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210156450"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Eisele","raw_affiliation_strings":["Department of Neurology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany","Mannheim Center for Translational Neurosciences, Heidelberg University, Mannheim, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany","institution_ids":["https://openalex.org/I4210156450","https://openalex.org/I223822909","https://openalex.org/I2802164966"]},{"raw_affiliation_string":"Mannheim Center for Translational Neurosciences, Heidelberg University, Mannheim, Germany","institution_ids":["https://openalex.org/I4210109659","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062584845","display_name":"Christina Ro\u00dfmanith","orcid":"https://orcid.org/0000-0002-2310-7164"},"institutions":[{"id":"https://openalex.org/I4210156450","display_name":"University Medical Centre Mannheim","ror":"https://ror.org/05sxbyd35","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210156450"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christina Rossmanith","raw_affiliation_strings":["Department of Neurology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany","institution_ids":["https://openalex.org/I4210156450","https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049082508","display_name":"Stefan Hoffmann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112521","display_name":"Mediri (Germany)","ror":"https://ror.org/01sfgr903","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210112521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Hoffmann","raw_affiliation_strings":["mediri GmbH, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"mediri GmbH, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210112521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027301863","display_name":"Johannes Gregori","orcid":"https://orcid.org/0000-0002-8651-164X"},"institutions":[{"id":"https://openalex.org/I4210112521","display_name":"Mediri (Germany)","ror":"https://ror.org/01sfgr903","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210112521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Gregori","raw_affiliation_strings":["mediri GmbH, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"mediri GmbH, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210112521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028781759","display_name":"Andreas Dabringhaus","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113520","display_name":"Brain (Germany)","ror":"https://ror.org/01gamcy45","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113520"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Dabringhaus","raw_affiliation_strings":["Brainalyze GbR, Cologne, Germany"],"affiliations":[{"raw_affiliation_string":"Brainalyze GbR, Cologne, Germany","institution_ids":["https://openalex.org/I4210113520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088285463","display_name":"Matthias Kraemer","orcid":"https://orcid.org/0000-0001-9018-922X"},"institutions":[{"id":"https://openalex.org/I4210113520","display_name":"Brain (Germany)","ror":"https://ror.org/01gamcy45","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113520"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Kraemer","raw_affiliation_strings":["Brainalyze GbR, Cologne, Germany"],"affiliations":[{"raw_affiliation_string":"Brainalyze GbR, Cologne, Germany","institution_ids":["https://openalex.org/I4210113520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046452816","display_name":"Raimar Kern","orcid":"https://orcid.org/0000-0002-9669-331X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raimar Kern","raw_affiliation_strings":["MedicalSyn GmbH, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"MedicalSyn GmbH, Stuttgart, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020136275","display_name":"Achim Gass","orcid":"https://orcid.org/0000-0003-0294-2555"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I4210156450","display_name":"University Medical Centre Mannheim","ror":"https://ror.org/05sxbyd35","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210156450"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Achim Gass","raw_affiliation_strings":["Department of Neurology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany","institution_ids":["https://openalex.org/I4210156450","https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074124682","display_name":"Frank G. Z\u00f6llner","orcid":"https://orcid.org/0000-0003-3405-1394"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank G. Z\u00f6llner","raw_affiliation_strings":["Computer Assisted Clinical Medicine, Mannheim Institute for Intelligent Systems in Medicine, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Assisted Clinical Medicine, Mannheim Institute for Intelligent Systems in Medicine, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5112458033"],"corresponding_institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.5964,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.96982167,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"159","last_page":"168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.44477978348731995},{"id":"https://openalex.org/keywords/conformable-matrix","display_name":"Conformable matrix","score":0.44436439871788025},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.42651498317718506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4025455415248871},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35095083713531494},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.31285059452056885},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2887868881225586},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.18513223528862}],"concepts":[{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.44477978348731995},{"id":"https://openalex.org/C86072612","wikidata":"https://www.wikidata.org/wiki/Q5160239","display_name":"Conformable matrix","level":2,"score":0.44436439871788025},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.42651498317718506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4025455415248871},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35095083713531494},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.31285059452056885},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2887868881225586},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.18513223528862}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-66843-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66843-3_16","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1987869189","https://openalex.org/W2041796053","https://openalex.org/W2095417127","https://openalex.org/W2105464505","https://openalex.org/W2110663139","https://openalex.org/W2114135653","https://openalex.org/W2122545833","https://openalex.org/W2127529952","https://openalex.org/W2133665775","https://openalex.org/W2157270343","https://openalex.org/W2324434972","https://openalex.org/W2464708700","https://openalex.org/W2603723275","https://openalex.org/W2611775752","https://openalex.org/W2612505191","https://openalex.org/W2900954917","https://openalex.org/W2950188538","https://openalex.org/W2962869714","https://openalex.org/W3027358948","https://openalex.org/W3105282616","https://openalex.org/W4244391077"],"related_works":["https://openalex.org/W2937491694","https://openalex.org/W2558746723","https://openalex.org/W4308131477","https://openalex.org/W3037709338","https://openalex.org/W4385473703","https://openalex.org/W4401018364","https://openalex.org/W4285119458","https://openalex.org/W2947200988","https://openalex.org/W3192193367","https://openalex.org/W3039657064"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
