{"id":"https://openalex.org/W4372259782","doi":"https://doi.org/10.1109/icassp49357.2023.10095309","title":"Towards Privacy and Utility in Tourette TIC Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects","display_name":"Towards Privacy and Utility in Tourette TIC Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372259782","doi":"https://doi.org/10.1109/icassp49357.2023.10095309"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10095309","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10095309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5009097391","display_name":"Nele Br\u00fcgge","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nele Sophie Br\u00fcgge","raw_affiliation_strings":["German Research Center for Artificial Intelligence,L&#x00FC;beck,Germany"],"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence,L&#x00FC;beck,Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000365129","display_name":"Esfandiar Mohammadi","orcid":"https://orcid.org/0000-0002-2799-8128"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Esfandiar Mohammadi","raw_affiliation_strings":["University of L&#x00FC;beck,Institute for IT Security,Germany"],"affiliations":[{"raw_affiliation_string":"University of L&#x00FC;beck,Institute for IT Security,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041543470","display_name":"Alexander M\u00fcnchau","orcid":"https://orcid.org/0000-0002-3219-2284"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexander M\u00fcnchau","raw_affiliation_strings":["University of L&#x00FC;beck,Institute of Systems Motor Science,Germany"],"affiliations":[{"raw_affiliation_string":"University of L&#x00FC;beck,Institute of Systems Motor Science,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070371296","display_name":"Tobias B\u00e4umer","orcid":"https://orcid.org/0000-0003-1014-1782"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tobias B\u00e4umer","raw_affiliation_strings":["University of L&#x00FC;beck,Institute of Systems Motor Science,Germany"],"affiliations":[{"raw_affiliation_string":"University of L&#x00FC;beck,Institute of Systems Motor Science,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048149040","display_name":"Christian Frings","orcid":"https://orcid.org/0000-0002-3852-7380"},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]},{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Frings","raw_affiliation_strings":["University of Trier,Department of Psychology,Trier,Germany","Department of Psychology, University of Trier, Trier, Germany"],"affiliations":[{"raw_affiliation_string":"University of Trier,Department of Psychology,Trier,Germany","institution_ids":["https://openalex.org/I137932638","https://openalex.org/I89864525"]},{"raw_affiliation_string":"Department of Psychology, University of Trier, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073884448","display_name":"Christian Beste","orcid":"https://orcid.org/0000-0002-2989-9561"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]},{"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":["CN","DE"],"is_corresponding":false,"raw_author_name":"Christian Beste","raw_affiliation_strings":["TU Dresden,Cognitive Neurophysiology,Department of Child and Adolescent Psychiatry, Faculty of Medicine,Dresden,Germany","Faculty of Medicine, TU Dresden, University Neuropsychology Centre, Dresden, Germany","Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China","Department of Child and Adolescent Psychiatry, Faculty of Medicine, Cognitive Neurophysiology, TU Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dresden,Cognitive Neurophysiology,Department of Child and Adolescent Psychiatry, Faculty of Medicine,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Faculty of Medicine, TU Dresden, University Neuropsychology Centre, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"Department of Child and Adolescent Psychiatry, Faculty of Medicine, Cognitive Neurophysiology, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082401167","display_name":"Veit Roessner","orcid":"https://orcid.org/0000-0002-1873-7081"},"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":"Veit Roessner","raw_affiliation_strings":["TU Dresden,Cognitive Neurophysiology,Department of Child and Adolescent Psychiatry, Faculty of Medicine,Dresden,Germany","Department of Child and Adolescent Psychiatry, Faculty of Medicine, Cognitive Neurophysiology, TU Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dresden,Cognitive Neurophysiology,Department of Child and Adolescent Psychiatry, Faculty of Medicine,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Department of Child and Adolescent Psychiatry, Faculty of Medicine, Cognitive Neurophysiology, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013972125","display_name":"Heinz Handels","orcid":"https://orcid.org/0000-0002-3499-4328"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heinz Handels","raw_affiliation_strings":["German Research Center for Artificial Intelligence,L&#x00FC;beck,Germany"],"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence,L&#x00FC;beck,Germany","institution_ids":["https://openalex.org/I33256026"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009097391"],"corresponding_institution_ids":["https://openalex.org/I33256026"],"apc_list":null,"apc_paid":null,"fwci":0.6285,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68624539,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11123","display_name":"Obsessive-Compulsive Spectrum Disorders","score":0.9320999979972839,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11123","display_name":"Obsessive-Compulsive Spectrum Disorders","score":0.9320999979972839,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9185000061988831,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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":0.7866370677947998},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6383036971092224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6134706139564514},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5738775730133057},{"id":"https://openalex.org/keywords/memorization","display_name":"Memorization","score":0.5503218173980713},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.48736172914505005},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.44263485074043274},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4380134046077728},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.42685019969940186},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42165252566337585},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.4164702892303467},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3417742848396301},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34096914529800415},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12914302945137024},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10987865924835205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7866370677947998},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6383036971092224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6134706139564514},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5738775730133057},{"id":"https://openalex.org/C30038468","wikidata":"https://www.wikidata.org/wiki/Q4354775","display_name":"Memorization","level":2,"score":0.5503218173980713},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.48736172914505005},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.44263485074043274},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4380134046077728},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.42685019969940186},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42165252566337585},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.4164702892303467},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3417742848396301},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34096914529800415},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12914302945137024},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10987865924835205},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49357.2023.10095309","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10095309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1499453506","https://openalex.org/W1977839858","https://openalex.org/W2042587503","https://openalex.org/W2076849475","https://openalex.org/W2194775991","https://openalex.org/W2463505837","https://openalex.org/W2535690855","https://openalex.org/W2962862931","https://openalex.org/W2963199341","https://openalex.org/W3005680577","https://openalex.org/W3018165711","https://openalex.org/W3035616549","https://openalex.org/W3036526054","https://openalex.org/W3168933251","https://openalex.org/W4200048303","https://openalex.org/W4233413206","https://openalex.org/W4312909155","https://openalex.org/W6737947904","https://openalex.org/W6774314701","https://openalex.org/W6780140667"],"related_works":["https://openalex.org/W2083944649","https://openalex.org/W4285322112","https://openalex.org/W4309503015","https://openalex.org/W1982505993","https://openalex.org/W4292794239","https://openalex.org/W2596305496","https://openalex.org/W1548444773","https://openalex.org/W2577220285","https://openalex.org/W58529046","https://openalex.org/W4386447091"],"abstract_inverted_index":{"Data":[0],"privacy":[1,61],"is":[2,26,62],"typically":[3],"particularly":[4],"difficult":[5],"to":[6,36,51,76,156],"achieve":[7],"in":[8,17],"medical":[9],"applications":[10],"of":[11,83,99,139,143,167],"machine":[12,28],"learning,":[13],"despite":[14],"its":[15],"importance":[16],"this":[18,72,128],"area.":[19],"The":[20,146],"datasets":[21],"are":[22],"often":[23],"small,":[24],"which":[25],"why":[27],"learning":[29],"models":[30],"such":[31],"as":[32,95],"neural":[33,113],"networks":[34],"tend":[35],"memorize":[37],"information":[38,48,121],"about":[39,49,122],"the":[40,55,64,100,123,153],"training":[41,110,118,124],"data.":[42,102],"This":[43],"allows":[44],"confidential":[45],"and":[46,126],"sensitive":[47,117],"patients":[50,84],"be":[52,69,130],"extracted":[53],"from":[54],"model.":[56],"Further":[57],"challenging":[58],"achieving":[59],"data":[60,82,119,142],"that":[63,109,127],"best":[65],"possible":[66],"utility":[67],"must":[68],"ensured.":[70],"In":[71],"work,":[73],"we":[74,107],"aim":[75],"detect":[77],"tics":[78],"based":[79],"on":[80,116,135],"video":[81,101],"with":[85],"Gilles":[86],"de":[87],"la":[88],"Tourette":[89],"syndrome.":[90],"Facial":[91],"landmarks":[92],"were":[93],"used":[94],"a":[96,111,136,162],"lower-dimensional":[97],"representation":[98],"Through":[103],"membership":[104],"inference":[105],"attacks,":[106],"show":[108],"simple":[112],"network":[114],"directly":[115],"leaks":[120],"data,":[125],"can":[129,149],"prevented":[131],"by":[132],"suitable":[133],"pretraining":[134],"large":[137],"amount":[138],"unlabeled":[140],"public":[141],"healthy":[144],"subjects.":[145],"proposed":[147],"approach":[148],"not":[150],"only":[151],"reduce":[152],"attack":[154],"accuracy":[155,166],"52.15":[157],"%,":[158],"but":[159],"also":[160],"achieves":[161],"high":[163],"tic":[164],"detection":[165],"86.53":[168],"%.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
