{"id":"https://openalex.org/W2238898163","doi":"https://doi.org/10.1007/978-3-319-24553-9_5","title":"q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI Scans","display_name":"q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI Scans","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2238898163","doi":"https://doi.org/10.1007/978-3-319-24553-9_5","mag":"2238898163"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-24553-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24553-9_5","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/A5070342342","display_name":"Vladimir Golkov","orcid":"https://orcid.org/0000-0002-8665-1335"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Vladimir Golkov","raw_affiliation_strings":["Technische Universit\u00e4t M\u00fcnchen, Garching, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090113830","display_name":"Alexey Dosovitskiy","orcid":"https://orcid.org/0000-0003-1851-0976"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexey Dosovitskiy","raw_affiliation_strings":["University of Freiburg, Freiburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036957543","display_name":"Philipp G. S\u00e4mann","orcid":"https://orcid.org/0000-0001-8523-3628"},"institutions":[{"id":"https://openalex.org/I4210145969","display_name":"Max Planck Institute of Psychiatry","ror":"https://ror.org/04dq56617","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210145969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp S\u00e4mann","raw_affiliation_strings":["Max Planck Institute of Psychiatry, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute of Psychiatry, Munich, Germany","institution_ids":["https://openalex.org/I4210145969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080977311","display_name":"Jonathan I. Sperl","orcid":"https://orcid.org/0000-0003-4528-1507"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonathan I. Sperl","raw_affiliation_strings":["GE Global Research, Garching, Germany"],"affiliations":[{"raw_affiliation_string":"GE Global Research, Garching, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048259200","display_name":"Tim Sprenger","orcid":"https://orcid.org/0000-0001-7037-8605"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim Sprenger","raw_affiliation_strings":["GE Global Research, Garching, Germany","Technische Universit\u00e4t M\u00fcnchen, Garching, Germany"],"affiliations":[{"raw_affiliation_string":"GE Global Research, Garching, Germany","institution_ids":[]},{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059150860","display_name":"Michael Czisch","orcid":"https://orcid.org/0000-0002-3682-631X"},"institutions":[{"id":"https://openalex.org/I4210145969","display_name":"Max Planck Institute of Psychiatry","ror":"https://ror.org/04dq56617","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210145969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Czisch","raw_affiliation_strings":["Max Planck Institute of Psychiatry, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute of Psychiatry, Munich, Germany","institution_ids":["https://openalex.org/I4210145969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018118817","display_name":"Marion I. Menzel","orcid":"https://orcid.org/0000-0003-0087-9134"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marion I. Menzel","raw_affiliation_strings":["GE Global Research, Garching, Germany"],"affiliations":[{"raw_affiliation_string":"GE Global Research, Garching, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101871174","display_name":"Pedro A. G\u00f3mez","orcid":"https://orcid.org/0000-0003-3709-3557"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Pedro A. G\u00f3mez","raw_affiliation_strings":["GE Global Research, Garching, Germany","Technische Universit\u00e4t M\u00fcnchen, Garching, Germany"],"affiliations":[{"raw_affiliation_string":"GE Global Research, Garching, Germany","institution_ids":[]},{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078410905","display_name":"Axel Haase","orcid":"https://orcid.org/0000-0001-5588-3742"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Axel Haase","raw_affiliation_strings":["Technische Universit\u00e4t M\u00fcnchen, Garching, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070290355","display_name":"Thomas Brox","orcid":"https://orcid.org/0000-0002-6282-8861"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Brox","raw_affiliation_strings":["University of Freiburg, Freiburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087710605","display_name":"Daniel Cremers","orcid":"https://orcid.org/0000-0002-3079-7984"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Cremers","raw_affiliation_strings":["Technische Universit\u00e4t M\u00fcnchen, Garching, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5070342342"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":14.7874,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.98888327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.984499990940094,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9783999919891357,"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/computer-science","display_name":"Computer science","score":0.7649917602539062},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.6314611434936523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5648177862167358},{"id":"https://openalex.org/keywords/diffusion-imaging","display_name":"Diffusion imaging","score":0.5210894346237183},{"id":"https://openalex.org/keywords/kurtosis","display_name":"Kurtosis","score":0.5149312615394592},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4258059859275818},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42499732971191406},{"id":"https://openalex.org/keywords/data-space","display_name":"Data space","score":0.42203861474990845},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.41331249475479126},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4104294776916504},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.343196839094162},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3306828737258911},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3255731463432312},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.30482423305511475},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.09603053331375122},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09323692321777344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09005305171012878},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08958473801612854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7649917602539062},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.6314611434936523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5648177862167358},{"id":"https://openalex.org/C2992283565","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion imaging","level":4,"score":0.5210894346237183},{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.5149312615394592},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4258059859275818},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42499732971191406},{"id":"https://openalex.org/C2988382989","wikidata":"https://www.wikidata.org/wiki/Q370685","display_name":"Data space","level":2,"score":0.42203861474990845},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.41331249475479126},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4104294776916504},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.343196839094162},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3306828737258911},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3255731463432312},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.30482423305511475},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.09603053331375122},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09323692321777344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09005305171012878},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08958473801612854},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-319-24553-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24553-9_5","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:CiteSeerX.psu:10.1.1.721.9588","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.721.9588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lmb.informatik.uni-freiburg.de/Publications/2015/BD15/MICCAI2015.pdf","raw_type":"text"},{"id":"pmh:oai:escidoc.org:escidoc:2266470","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-002A-341C-D","pdf_url":null,"source":{"id":"https://openalex.org/S7407052962","display_name":"Max Planck Digital Library","issn_l":null,"issn":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:escidoc.org:escidoc:2310307","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-002B-8225-6","pdf_url":null,"source":{"id":"https://openalex.org/S7407052962","display_name":"Max Planck Digital Library","issn_l":null,"issn":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1502698477","https://openalex.org/W1506280935","https://openalex.org/W1512887588","https://openalex.org/W1576590016","https://openalex.org/W1904365287","https://openalex.org/W1963839205","https://openalex.org/W1984453610","https://openalex.org/W1998833637","https://openalex.org/W2032254014","https://openalex.org/W2033809837","https://openalex.org/W2063399177","https://openalex.org/W2114431658","https://openalex.org/W2116823839","https://openalex.org/W2145094598","https://openalex.org/W2156426842","https://openalex.org/W2163641775","https://openalex.org/W2168399612","https://openalex.org/W2169507481","https://openalex.org/W2187281534","https://openalex.org/W2546302380","https://openalex.org/W2963504252","https://openalex.org/W4230920194","https://openalex.org/W4254205271","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2519609354","https://openalex.org/W2000794313","https://openalex.org/W2139021045","https://openalex.org/W2292818317","https://openalex.org/W1855712746","https://openalex.org/W6468075","https://openalex.org/W2007889670","https://openalex.org/W2112709210","https://openalex.org/W4233198143","https://openalex.org/W2100699146"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}