{"id":"https://openalex.org/W3010652197","doi":"https://doi.org/10.1117/12.2549641","title":"Intraoperative thermographic perfusion mapping in neurosurgery using regularized semiparametric regression (Conference Presentation)","display_name":"Intraoperative thermographic perfusion mapping in neurosurgery using regularized semiparametric regression (Conference Presentation)","publication_year":2020,"publication_date":"2020-03-17","ids":{"openalex":"https://openalex.org/W3010652197","doi":"https://doi.org/10.1117/12.2549641","mag":"3010652197"},"language":"en","primary_location":{"id":"doi:10.1117/12.2549641","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2549641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling","raw_type":"proceedings-article"},"type":"article","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/A5054343264","display_name":"Juliane M\u00fcller","orcid":"https://orcid.org/0000-0002-4966-8285"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Juliane M\u00fcller","raw_affiliation_strings":["TU Dresden (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Dresden (Germany)","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036025271","display_name":"Nico Hoffmann","orcid":"https://orcid.org/0000-0002-6788-1047"},"institutions":[{"id":"https://openalex.org/I2801798921","display_name":"Helmholtz-Zentrum Dresden-Rossendorf","ror":"https://ror.org/01zy2cs03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801798921"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nico Hoffmann","raw_affiliation_strings":["Helmholtz-Zentrum Dresden-Rossendorf e. V. (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helmholtz-Zentrum Dresden-Rossendorf e. V. (Germany)","institution_ids":["https://openalex.org/I2801798921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002355761","display_name":"Martin Oelschl\u00e4gel","orcid":"https://orcid.org/0000-0002-3776-3453"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Oelschl\u00e4gel","raw_affiliation_strings":["TU Dresden (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Dresden (Germany)","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064319259","display_name":"Christian Schnabel","orcid":"https://orcid.org/0000-0002-7267-7016"},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Schnabel","raw_affiliation_strings":["Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020294819","display_name":"Gerald Steiner","orcid":"https://orcid.org/0000-0002-7625-343X"},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerald Steiner","raw_affiliation_strings":["Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047912199","display_name":"Edmund Koch","orcid":"https://orcid.org/0000-0003-0554-2178"},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Edmund Koch","raw_affiliation_strings":["Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006477338","display_name":"Stephan B. Sobottka","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stephan B. Sobottka","raw_affiliation_strings":["Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064568092","display_name":"Gabriele Schackert","orcid":"https://orcid.org/0000-0001-6062-4147"},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gabriele Schackert","raw_affiliation_strings":["Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110180587","display_name":"Matthias Kirsch","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]},{"id":"https://openalex.org/I4210162578","display_name":"Asklepios Kliniken Hamburg","ror":"https://ror.org/05f8ejd38","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162578"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Kirsch","raw_affiliation_strings":["Asklepios Kliniken GmbH (Germany)","Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asklepios Kliniken GmbH (Germany)","institution_ids":["https://openalex.org/I4210162578"]},{"raw_affiliation_string":"Univ. Carl Gustav Carus Dresden, TU Dresden (Germany)","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0269744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9987000226974487,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9987000226974487,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/blood-flow","display_name":"Blood flow","score":0.5129567980766296},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4855320453643799},{"id":"https://openalex.org/keywords/semiparametric-model","display_name":"Semiparametric model","score":0.4800175726413727},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4608009159564972},{"id":"https://openalex.org/keywords/neurosurgery","display_name":"Neurosurgery","score":0.44315019249916077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39413607120513916},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3508926033973694},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31126123666763306},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.2003592848777771},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17546632885932922},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08986824750900269}],"concepts":[{"id":"https://openalex.org/C158846371","wikidata":"https://www.wikidata.org/wiki/Q1642137","display_name":"Blood flow","level":2,"score":0.5129567980766296},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4855320453643799},{"id":"https://openalex.org/C78297888","wikidata":"https://www.wikidata.org/wiki/Q7449607","display_name":"Semiparametric model","level":3,"score":0.4800175726413727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4608009159564972},{"id":"https://openalex.org/C12770488","wikidata":"https://www.wikidata.org/wiki/Q188449","display_name":"Neurosurgery","level":2,"score":0.44315019249916077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39413607120513916},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3508926033973694},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31126123666763306},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.2003592848777771},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17546632885932922},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08986824750900269},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2549641","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2549641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5400000214576721,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2443919745","https://openalex.org/W4246973704","https://openalex.org/W2418798809","https://openalex.org/W2014425043","https://openalex.org/W3003903932","https://openalex.org/W4252010996","https://openalex.org/W2024895637","https://openalex.org/W4232411315","https://openalex.org/W1978226483","https://openalex.org/W4231512119"],"abstract_inverted_index":{"The":[0],"success":[1],"of":[2,12,38],"brain":[3],"surgery":[4],"depends":[5],"on":[6],"the":[7,63],"exact":[8],"and":[9,19],"effective":[10],"treatment":[11],"pathological":[13],"alterations":[14],"while":[15,68],"preserving":[16],"functional":[17],"tissue":[18],"essential":[20],"vessels.":[21],"Varying":[22],"intraoperative":[23,94],"imaging":[24],"methods":[25],"have":[26],"been":[27],"developed":[28],"to":[29,82],"achieve":[30],"this":[31],"goal.":[32],"For":[33],"cortical":[34,95],"perfusion":[35],"imaging,":[36],"application":[37],"time-resolved":[39],"thermography":[40],"in":[41,89],"combination":[42],"with":[43],"an":[44],"intravenously":[45],"applied":[46],"cold":[47,64],"bolus":[48],"became":[49],"a":[50,56],"promising":[51],"approach.":[52],"This":[53,76],"work":[54],"provides":[55],"regularized":[57],"semiparametric":[58],"regression":[59],"framework":[60],"that":[61],"detects":[62],"signal":[65,80],"response":[66],"function":[67],"compensating":[69],"arbitrary":[70],"background":[71],"signals":[72],"using":[73],"penalized":[74],"B-Splines.":[75],"enables":[77],"weak":[78],"thermal":[79],"detection":[81],"give":[83],"information":[84],"about":[85],"blood":[86,96],"flow":[87,97],"even":[88],"small":[90],"vessels,":[91],"applicable":[92],"for":[93],"mapping.":[98]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}