{"id":"https://openalex.org/W2527398878","doi":"https://doi.org/10.1007/978-3-319-46723-8_26","title":"From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization","display_name":"From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2527398878","doi":"https://doi.org/10.1007/978-3-319-46723-8_26","mag":"2527398878"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-46723-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46723-8_26","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":"conference-paper","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/A5052285671","display_name":"Darko \u0160tern","orcid":"https://orcid.org/0000-0003-3449-5497"},"institutions":[{"id":"https://openalex.org/I4403928418","display_name":"Ludwig Boltzmann Institute for Digital Health and Prevention","ror":"https://ror.org/00a2syk23","country_code":"AT","type":"facility","lineage":["https://openalex.org/I2799334681","https://openalex.org/I4403928418"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Darko \u0160tern","raw_affiliation_strings":["Ludwig Boltzmann Institute for Clinical Forensic Imaging, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ludwig Boltzmann Institute for Clinical Forensic Imaging, Graz, Austria","institution_ids":["https://openalex.org/I4403928418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085046759","display_name":"Thomas Ebner","orcid":"https://orcid.org/0000-0001-9153-366X"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Thomas Ebner","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043153398","display_name":"Martin Urschler","orcid":"https://orcid.org/0000-0001-5792-3971"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I4210117258","display_name":"BioTechMed-Graz","ror":"https://ror.org/02jfbm483","country_code":"AT","type":"facility","lineage":["https://openalex.org/I4210117258"]},{"id":"https://openalex.org/I4403928418","display_name":"Ludwig Boltzmann Institute for Digital Health and Prevention","ror":"https://ror.org/00a2syk23","country_code":"AT","type":"facility","lineage":["https://openalex.org/I2799334681","https://openalex.org/I4403928418"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Martin Urschler","raw_affiliation_strings":["BioTechMed-Graz, Graz, Austria","Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria","Ludwig Boltzmann Institute for Clinical Forensic Imaging, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioTechMed-Graz, Graz, Austria","institution_ids":["https://openalex.org/I4210117258"]},{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Ludwig Boltzmann Institute for Clinical Forensic Imaging, Graz, Austria","institution_ids":["https://openalex.org/I4403928418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043153398"],"corresponding_institution_ids":["https://openalex.org/I4092182","https://openalex.org/I4210117258","https://openalex.org/I4403928418"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":9.8806,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.98996934,"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":"221","last_page":"229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9975000023841858,"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/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.9695000052452087,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/landmark","display_name":"Landmark","score":0.9795210957527161},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7767441272735596},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7526943683624268},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.650084912776947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6154309511184692},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.545990526676178},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5184502005577087},{"id":"https://openalex.org/keywords/random-field","display_name":"Random field","score":0.505355179309845},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44168925285339355},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.42459022998809814},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30843549966812134},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2837422490119934},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16368433833122253},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1043640673160553},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.10106870532035828}],"concepts":[{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.9795210957527161},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7767441272735596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7526943683624268},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.650084912776947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6154309511184692},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.545990526676178},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5184502005577087},{"id":"https://openalex.org/C130402806","wikidata":"https://www.wikidata.org/wiki/Q5361768","display_name":"Random field","level":2,"score":0.505355179309845},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44168925285339355},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.42459022998809814},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30843549966812134},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2837422490119934},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16368433833122253},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1043640673160553},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.10106870532035828},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-46723-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46723-8_26","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W184565980","https://openalex.org/W2009621568","https://openalex.org/W2034102777","https://openalex.org/W2065698093","https://openalex.org/W2236600553","https://openalex.org/W2286202077","https://openalex.org/W2404719367"],"related_works":["https://openalex.org/W987019958","https://openalex.org/W2030382593","https://openalex.org/W1983122994","https://openalex.org/W2078379274","https://openalex.org/W4233015508","https://openalex.org/W2099971354","https://openalex.org/W2133071149","https://openalex.org/W2101965184","https://openalex.org/W2574864235","https://openalex.org/W2166485063"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
