{"id":"https://openalex.org/W2926629410","doi":"https://doi.org/10.1007/s11548-019-01965-7","title":"Learning soft tissue behavior of organs for surgical navigation with convolutional neural networks","display_name":"Learning soft tissue behavior of organs for surgical navigation with convolutional neural networks","publication_year":2019,"publication_date":"2019-04-16","ids":{"openalex":"https://openalex.org/W2926629410","doi":"https://doi.org/10.1007/s11548-019-01965-7","mag":"2926629410","pmid":"https://pubmed.ncbi.nlm.nih.gov/30993520"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-019-01965-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-019-01965-7","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5102908222","display_name":"Micha Pfeiffer","orcid":"https://orcid.org/0000-0001-9822-8641"},"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/I4387153526","display_name":"Nationales Centrum f\u00fcr Tumorerkrankungen Dresden","ror":"https://ror.org/01zy07c70","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I1305996414","https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I2801798921","https://openalex.org/I4210162051","https://openalex.org/I4387153526","https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Micha Pfeiffer","raw_affiliation_strings":["National Center for Tumor Diseases (NCT), Partner Site Dresden, Dresden, Germany. micha.pfeiffer@nct-dresden.de","National Center for Tumor Diseases (NCT), Partner Site Dresden, Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9822-8641","affiliations":[{"raw_affiliation_string":"National Center for Tumor Diseases (NCT), Partner Site Dresden, Dresden, Germany. micha.pfeiffer@nct-dresden.de","institution_ids":["https://openalex.org/I4210111460"]},{"raw_affiliation_string":"National Center for Tumor Diseases (NCT), Partner Site Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I4210111460","https://openalex.org/I4387153526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070745917","display_name":"Carina Riediger","orcid":"https://orcid.org/0000-0002-1759-4891"},"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":"Carina Riediger","raw_affiliation_strings":["Department for Visceral, Thoracic and Vascular Surgery, University Hospital, Technical University Dresden, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Visceral, Thoracic and Vascular Surgery, University Hospital, Technical University Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"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":"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":"J\u00fcrgen Weitz","raw_affiliation_strings":["Department for Visceral, Thoracic and Vascular Surgery, University Hospital, Technical University Dresden, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Visceral, Thoracic and Vascular Surgery, University Hospital, Technical University Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"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/I4387153526","display_name":"Nationales Centrum f\u00fcr Tumorerkrankungen Dresden","ror":"https://ror.org/01zy07c70","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I1305996414","https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I2801798921","https://openalex.org/I4210162051","https://openalex.org/I4387153526","https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefanie Speidel","raw_affiliation_strings":["National Center for Tumor Diseases (NCT), Partner Site Dresden, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for Tumor Diseases (NCT), Partner Site Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I4210111460","https://openalex.org/I4387153526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102908222"],"corresponding_institution_ids":["https://openalex.org/I4210111460","https://openalex.org/I4387153526"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":7.6036,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.98841545,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"7","first_page":"1147","last_page":"1155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.4498000144958496,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.4498000144958496,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10868","display_name":"Soft Robotics and Applications","score":0.20810000598430634,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.07150000333786011,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.756103515625},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7311180233955383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.562127411365509},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.506246030330658},{"id":"https://openalex.org/keywords/displacement","display_name":"Displacement (psychology)","score":0.47763386368751526},{"id":"https://openalex.org/keywords/imaging-phantom","display_name":"Imaging phantom","score":0.4273136258125305},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42150741815567017},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.4186200797557831},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12020674347877502}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.756103515625},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7311180233955383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.562127411365509},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.506246030330658},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.47763386368751526},{"id":"https://openalex.org/C104293457","wikidata":"https://www.wikidata.org/wiki/Q28324852","display_name":"Imaging phantom","level":2,"score":0.4273136258125305},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42150741815567017},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.4186200797557831},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12020674347877502},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000075530","descriptor_name":"Organ Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075530","descriptor_name":"Organ Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075530","descriptor_name":"Organ Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11548-019-01965-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-019-01965-7","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:30993520","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30993520","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of computer assisted radiology and surgery","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W101919990","https://openalex.org/W635821486","https://openalex.org/W1490520840","https://openalex.org/W1522301498","https://openalex.org/W1817690242","https://openalex.org/W1901129140","https://openalex.org/W1965050317","https://openalex.org/W1978694531","https://openalex.org/W1980613493","https://openalex.org/W2033804675","https://openalex.org/W2063549868","https://openalex.org/W2093401288","https://openalex.org/W2099587097","https://openalex.org/W2110463399","https://openalex.org/W2112311198","https://openalex.org/W2119640412","https://openalex.org/W2259508157","https://openalex.org/W2400349117","https://openalex.org/W2515505748","https://openalex.org/W2557283755","https://openalex.org/W2558562220","https://openalex.org/W2581721188","https://openalex.org/W2619222403","https://openalex.org/W2736507014","https://openalex.org/W2741759724","https://openalex.org/W2752540858","https://openalex.org/W2753858305","https://openalex.org/W2758941972","https://openalex.org/W2769483004","https://openalex.org/W2773725824","https://openalex.org/W2776074204","https://openalex.org/W4251320132"],"related_works":["https://openalex.org/W2417440389","https://openalex.org/W4385556839","https://openalex.org/W4378746257","https://openalex.org/W2734382758","https://openalex.org/W2109481748","https://openalex.org/W2381719890","https://openalex.org/W4206096448","https://openalex.org/W275168305","https://openalex.org/W3012722377","https://openalex.org/W2887679736"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}