{"id":"https://openalex.org/W2138950110","doi":"https://doi.org/10.1109/iccv.2007.4409045","title":"A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure","display_name":"A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2138950110","doi":"https://doi.org/10.1109/iccv.2007.4409045","mag":"2138950110"},"language":"en","primary_location":{"id":"doi:10.1109/iccv.2007.4409045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv.2007.4409045","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 11th International Conference on Computer Vision","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/A5028465673","display_name":"S. Kevin Zhou","orcid":"https://orcid.org/0000-0002-6881-4444"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. Kevin Zhou","raw_affiliation_strings":["Integrated Data Systems Department, Siemens AG Corporate Research and Development, Princeton, NJ, USA","lntegrated Data Syst. Dept., Siemens Corp. Res., Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Integrated Data Systems Department, Siemens AG Corporate Research and Development, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210137693"]},{"raw_affiliation_string":"lntegrated Data Syst. Dept., Siemens Corp. Res., Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101556960","display_name":"Feng Guo","orcid":"https://orcid.org/0000-0001-8131-9301"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"F. Guo","raw_affiliation_strings":["Center for Automation Research, University of Maryland, College Park, MD, USA","Center for Autom. Res., Univ. of Maryland, College Park, MD, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Center for Automation Research, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Center for Autom. Res., Univ. of Maryland, College Park, MD, USA#TAB#","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075664904","display_name":"J. H. Park","orcid":null},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.H. Park","raw_affiliation_strings":["Integrated Data Systems Department, Siemens AG Corporate Research and Development, Princeton, NJ, USA","lntegrated Data Syst. Dept., Siemens Corp. Res., Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Integrated Data Systems Department, Siemens AG Corporate Research and Development, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210137693"]},{"raw_affiliation_string":"lntegrated Data Syst. Dept., Siemens Corp. Res., Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029215323","display_name":"Gustavo Carneiro","orcid":"https://orcid.org/0000-0002-5571-6220"},"institutions":[{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]},{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. Carneiro","raw_affiliation_strings":["Integrated Data Systems Department, Siemens AG Corporate Research and Development, Princeton, NJ, USA","lntegrated Data Syst. Dept., Siemens Corp. Res., Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Integrated Data Systems Department, Siemens AG Corporate Research and Development, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210137693"]},{"raw_affiliation_string":"lntegrated Data Syst. Dept., Siemens Corp. Res., Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077962350","display_name":"John I. Jackson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Jackson","raw_affiliation_strings":["Ultrasound Division, Siemens Medical Solutions, Inc., Mountain View, CA, USA","Ultrasound Div., Siemens Med. Solutions, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Ultrasound Division, Siemens Medical Solutions, Inc., Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210151799"]},{"raw_affiliation_string":"Ultrasound Div., Siemens Med. Solutions, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076236630","display_name":"M\u00e1ty\u00e1s Brendel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Brendel","raw_affiliation_strings":["Ultrasound Division, Siemens Medical Solutions, Inc., Mountain View, CA, USA","Ultrasound Div., Siemens Med. Solutions, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Ultrasound Division, Siemens Medical Solutions, Inc., Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210151799"]},{"raw_affiliation_string":"Ultrasound Div., Siemens Med. Solutions, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016573446","display_name":"Costas Simopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Simopoulos","raw_affiliation_strings":["Ultrasound Division, Siemens Medical Solutions, Inc., Mountain View, CA, USA","Ultrasound Div., Siemens Med. Solutions, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Ultrasound Division, Siemens Medical Solutions, Inc., Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210151799"]},{"raw_affiliation_string":"Ultrasound Div., Siemens Med. Solutions, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110066563","display_name":"J. Otsuki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Otsuki","raw_affiliation_strings":["Ultrasound Division, Siemens Medical Solutions, Inc., Mountain View, CA, USA","Ultrasound Div., Siemens Med. Solutions, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Ultrasound Division, Siemens Medical Solutions, Inc., Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210151799"]},{"raw_affiliation_string":"Ultrasound Div., Siemens Med. Solutions, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012751147","display_name":"Dorin Comaniciu","orcid":"https://orcid.org/0000-0002-5238-8647"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Comaniciu","raw_affiliation_strings":["Integrated Data Systems Department, Siemens AG Corporate Research and Development, Princeton, NJ, USA","lntegrated Data Syst. Dept., Siemens Corp. Res., Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Integrated Data Systems Department, Siemens AG Corporate Research and Development, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210137693"]},{"raw_affiliation_string":"lntegrated Data Syst. Dept., Siemens Corp. Res., Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5028465673"],"corresponding_institution_ids":["https://openalex.org/I20089843","https://openalex.org/I4210137693"],"apc_list":null,"apc_paid":null,"fwci":1.078,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.79245365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9975000023841858,"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/T11363","display_name":"Dental Radiography and Imaging","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9907000064849854,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.8098676204681396},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7754865884780884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7462327480316162},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7010103464126587},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.6283401250839233},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5972113013267517},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.578934371471405},{"id":"https://openalex.org/keywords/landmark","display_name":"Landmark","score":0.5654861927032471},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5468707084655762},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3908703923225403}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.8098676204681396},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7754865884780884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7462327480316162},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7010103464126587},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.6283401250839233},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5972113013267517},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.578934371471405},{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.5654861927032471},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5468707084655762},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3908703923225403}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iccv.2007.4409045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv.2007.4409045","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 11th International Conference on Computer Vision","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.62.9737","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.62.9737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.caip.rutgers.edu/~comanici/Papers/HierarchicalFramework_ICCV07.pdf","raw_type":"text"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/84197","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/84197","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/iccv.2007.4409045","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7400000095367432,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1482264623","https://openalex.org/W1601941589","https://openalex.org/W1840030010","https://openalex.org/W1906845886","https://openalex.org/W1988790447","https://openalex.org/W2012330712","https://openalex.org/W2097294888","https://openalex.org/W2099290282","https://openalex.org/W2104095591","https://openalex.org/W2105231718","https://openalex.org/W2113656553","https://openalex.org/W2115763357","https://openalex.org/W2128409098","https://openalex.org/W2133213950","https://openalex.org/W2140084387","https://openalex.org/W2146514558","https://openalex.org/W2149194912","https://openalex.org/W2150554841","https://openalex.org/W2152473410","https://openalex.org/W2154422044","https://openalex.org/W2164598857","https://openalex.org/W2173414649","https://openalex.org/W4237857049","https://openalex.org/W6636079996","https://openalex.org/W6679868104","https://openalex.org/W6681670809","https://openalex.org/W6682011653"],"related_works":["https://openalex.org/W2116862786","https://openalex.org/W2350751952","https://openalex.org/W1999647744","https://openalex.org/W2362114017","https://openalex.org/W3147024994","https://openalex.org/W2063246903","https://openalex.org/W2374055396","https://openalex.org/W1978302214","https://openalex.org/W2021817983","https://openalex.org/W2016116988"],"abstract_inverted_index":{"We":[0,94],"propose":[1],"a":[2,43,56,66,89,114],"probabilistic,":[3],"hierarchical,":[4],"and":[5,11,39,109],"discriminant":[6],"(PHD)":[7],"framework":[8,23,98],"for":[9,99],"fast":[10],"accurate":[12],"detection":[13,71],"of":[14,32,50,69],"deformable":[15,103],"anatomic":[16,34,52,104],"structures":[17,35,53,105],"from":[18,84,106],"medical":[19],"images.":[20],"The":[21],"PHD":[22,97],"has":[24],"three":[25],"characteristics.":[26],"First,":[27],"it":[28,60,87],"integrates":[29],"distinctive":[30],"primitives":[31],"the":[33,48,51,62,70,76,82,85,96],"at":[36],"global,":[37],"segmental,":[38],"landmark":[40],"levels":[41],"in":[42,55,112],"probabilistic":[44],"manner.":[45],"Second,":[46],"since":[47],"configuration":[49,64],"lies":[54],"high-dimensional":[57],"parameter":[58],"space,":[59],"seeks":[61],"best":[63],"via":[65],"hierarchical":[67],"evaluation":[68],"probability":[72],"that":[73],"quickly":[74],"prunes":[75],"search":[77],"space.":[78],"Finally,":[79],"to":[80],"separate":[81],"primitive":[83],"background,":[86],"adopts":[88],"discriminative":[90],"boosting":[91],"learning":[92],"implementation.":[93],"apply":[95],"accurately":[100],"detecting":[101],"various":[102],"M-":[107],"mode":[108],"Doppler":[110],"echocardiograms":[111],"about":[113],"second.":[115]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
