{"id":"https://openalex.org/W2979837514","doi":"https://doi.org/10.1007/978-3-030-32695-1_4","title":"Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration","display_name":"Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2979837514","doi":"https://doi.org/10.1007/978-3-030-32695-1_4","mag":"2979837514"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-32695-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32695-1_4","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/A5070201649","display_name":"Dominik Rivoir","orcid":"https://orcid.org/0009-0004-1165-6010"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]},{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Dominik Rivoir","raw_affiliation_strings":["Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden, Dresden, Germany","Translational Surgical Oncology, National Center for Tumor Diseases (NCT), Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Translational Surgical Oncology, National Center for Tumor Diseases (NCT), Dresden, Germany","institution_ids":["https://openalex.org/I4210111460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034437528","display_name":"Sebastian Bodenstedt","orcid":"https://orcid.org/0000-0002-2203-9729"},"institutions":[{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Bodenstedt","raw_affiliation_strings":["Translational Surgical Oncology, National Center for Tumor Diseases (NCT), Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Translational Surgical Oncology, National Center for Tumor Diseases (NCT), Dresden, Germany","institution_ids":["https://openalex.org/I4210111460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090490558","display_name":"Felix von Bechtolsheim","orcid":"https://orcid.org/0000-0003-2180-7981"},"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix von Bechtolsheim","raw_affiliation_strings":["Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universit\u00fct Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universit\u00fct Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I4210162051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020380620","display_name":"Marius Distler","orcid":"https://orcid.org/0000-0002-3164-5755"},"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marius Distler","raw_affiliation_strings":["Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universit\u00fct Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universit\u00fct Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I4210162051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014919291","display_name":"J\u00fcrgen Weitz","orcid":"https://orcid.org/0000-0002-5760-6391"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]},{"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Weitz","raw_affiliation_strings":["Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden, Dresden, Germany","Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universit\u00fct Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universit\u00fct Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I4210162051"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003648994","display_name":"Stefanie Speidel","orcid":"https://orcid.org/0000-0002-4590-1908"},"institutions":[{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]},{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefanie Speidel","raw_affiliation_strings":["Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden, Dresden, Germany","National Center for Tumor Diseases (NCT/UCC), Dresden, Germany","Translational Surgical Oncology, National Center for Tumor Diseases (NCT), Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"National Center for Tumor Diseases (NCT/UCC), Dresden, Germany","institution_ids":["https://openalex.org/I4210111460"]},{"raw_affiliation_string":"Translational Surgical Oncology, National Center for Tumor Diseases (NCT), Dresden, Germany","institution_ids":["https://openalex.org/I4210111460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5070201649"],"corresponding_institution_ids":["https://openalex.org/I4210111460","https://openalex.org/I78650965"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":9.2719,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9844289,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10916","display_name":"Surgical Simulation and Training","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10436","display_name":"Anesthesia and Sedative Agents","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/2703","display_name":"Anesthesiology and Pain Medicine"},"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":0.8145599365234375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7403857707977295},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6387029886245728},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5868849754333496},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5817340612411499},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5494569540023804},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.526676595211029},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.489420086145401},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4752863645553589},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47268491983413696},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43401309847831726},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42812857031822205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8145599365234375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7403857707977295},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6387029886245728},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5868849754333496},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5817340612411499},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5494569540023804},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.526676595211029},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.489420086145401},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4752863645553589},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47268491983413696},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43401309847831726},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42812857031822205},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-32695-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32695-1_4","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2163605009","https://openalex.org/W2266464013","https://openalex.org/W2597041719","https://openalex.org/W2751405240","https://openalex.org/W2785737326","https://openalex.org/W2795187948","https://openalex.org/W2808024935","https://openalex.org/W2899582057","https://openalex.org/W2962728572","https://openalex.org/W2963130506","https://openalex.org/W2982335217","https://openalex.org/W3102408484","https://openalex.org/W3105760208"],"related_works":["https://openalex.org/W4220926404","https://openalex.org/W3123344745","https://openalex.org/W3148060700","https://openalex.org/W4386076228","https://openalex.org/W4310825149","https://openalex.org/W3080681248","https://openalex.org/W4376646226","https://openalex.org/W3047177827","https://openalex.org/W4287685660","https://openalex.org/W2798269247"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}