{"id":"https://openalex.org/W1984896113","doi":"https://doi.org/10.1109/isbi.2014.6867949","title":"Atlas-free brain segmentation in 3D proton-density-like MRI images","display_name":"Atlas-free brain segmentation in 3D proton-density-like MRI images","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W1984896113","doi":"https://doi.org/10.1109/isbi.2014.6867949","mag":"1984896113"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2014.6867949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6867949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/211508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010972561","display_name":"Daniel Schmitter","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Daniel Schmitter","raw_affiliation_strings":["Biomedical Imaging Group, \u00c9cole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","[Biomedical Imaging Group, Ecole polytechnique federale de Lausanne (EPFL), Switzerland]"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group, \u00c9cole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"[Biomedical Imaging Group, Ecole polytechnique federale de Lausanne (EPFL), Switzerland]","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015631143","display_name":"Ricard Delgado-Gonzalo","orcid":"https://orcid.org/0000-0002-7183-6257"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ricard Delgado-Gonzalo","raw_affiliation_strings":["Biomedical Imaging Group, \u00c9cole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","[Biomedical Imaging Group, Ecole polytechnique federale de Lausanne (EPFL), Switzerland]"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group, \u00c9cole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"[Biomedical Imaging Group, Ecole polytechnique federale de Lausanne (EPFL), Switzerland]","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111872509","display_name":"Gunnar Krueger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160616","display_name":"Siemens (Switzerland)","ror":"https://ror.org/056egm241","country_code":"CH","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210160616"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gunnar Krueger","raw_affiliation_strings":["Advanced Clinical Imaging Technology Group, Siemens Healthcare Sector, Renens, Switzerland","Adv. Clinical Imaging Technol. Group, Siemens Healthcare Sector, Renens, Switzerland"],"affiliations":[{"raw_affiliation_string":"Advanced Clinical Imaging Technology Group, Siemens Healthcare Sector, Renens, Switzerland","institution_ids":["https://openalex.org/I4210160616"]},{"raw_affiliation_string":"Adv. Clinical Imaging Technol. Group, Siemens Healthcare Sector, Renens, Switzerland","institution_ids":["https://openalex.org/I4210160616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027830035","display_name":"Micha\u00ebl Unser","orcid":"https://orcid.org/0000-0003-1248-2513"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Michael Unser","raw_affiliation_strings":["Biomedical Imaging Group, \u00c9cole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","[Biomedical Imaging Group, Ecole polytechnique federale de Lausanne (EPFL), Switzerland]"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group, \u00c9cole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"[Biomedical Imaging Group, Ecole polytechnique federale de Lausanne (EPFL), Switzerland]","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010972561"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":2.1949,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89885359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"629","last_page":"632"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.992900013923645,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9922999739646912,"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/segmentation","display_name":"Segmentation","score":0.7328630089759827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7070213556289673},{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.690483033657074},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6714091300964355},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6377900838851929},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5647217035293579},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5475783944129944},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4949871897697449},{"id":"https://openalex.org/keywords/spline","display_name":"Spline (mechanical)","score":0.4844203293323517},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4614618420600891},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.447598934173584},{"id":"https://openalex.org/keywords/brain-atlas","display_name":"Brain atlas","score":0.42831817269325256},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21834596991539001},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18817973136901855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18747135996818542},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.08334663510322571}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7328630089759827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7070213556289673},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.690483033657074},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714091300964355},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6377900838851929},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5647217035293579},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5475783944129944},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4949871897697449},{"id":"https://openalex.org/C10390562","wikidata":"https://www.wikidata.org/wiki/Q581809","display_name":"Spline (mechanical)","level":2,"score":0.4844203293323517},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4614618420600891},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.447598934173584},{"id":"https://openalex.org/C2780972224","wikidata":"https://www.wikidata.org/wiki/Q17047956","display_name":"Brain atlas","level":2,"score":0.42831817269325256},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21834596991539001},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18817973136901855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18747135996818542},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.08334663510322571},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2014.6867949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6867949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:211508","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/211508","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:211508","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/211508","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1991605728","https://openalex.org/W1995899361","https://openalex.org/W2019064108","https://openalex.org/W2042317699","https://openalex.org/W2044599041","https://openalex.org/W2099753963","https://openalex.org/W2104095591","https://openalex.org/W2106903616","https://openalex.org/W2140804420","https://openalex.org/W2145023731","https://openalex.org/W2151721316","https://openalex.org/W2151821220","https://openalex.org/W2155298532","https://openalex.org/W6986267380"],"related_works":["https://openalex.org/W3214912135","https://openalex.org/W4387252449","https://openalex.org/W2951635595","https://openalex.org/W2012519212","https://openalex.org/W4249039539","https://openalex.org/W1523541591","https://openalex.org/W2592984741","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342"],"abstract_inverted_index":{"We":[0,15],"present":[1],"a":[2,30],"new":[3],"method":[4,72],"for":[5,57,73],"the":[6,42,58,67,71],"atlas-free":[7],"brain":[8,35,45,77],"segmentation":[9,36],"of":[10,44,61,70],"proton-density-like":[11],"3D":[12,34],"MRI":[13],"images.":[14],"show":[16,66],"how":[17],"steerable":[18,50],"filters":[19],"can":[20],"be":[21],"efficiently":[22],"combined":[23],"with":[24],"parametric":[25],"spline":[26],"surfaces":[27],"to":[28],"produce":[29],"fast":[31,74],"and":[32,75],"robust":[33],"algorithm.":[37],"The":[38],"novelty":[39],"lies":[40],"in":[41],"computation":[43],"edge":[46],"maps":[47],"through":[48],"optimal":[49],"surface":[51],"detectors":[52],"which":[53],"provide":[54],"efficient":[55],"energies":[56],"rapid":[59],"optimization":[60],"snakes.":[62],"Our":[63],"experimental":[64],"results":[65],"promising":[68],"potential":[69],"accurate":[76],"extraction.":[78]},"counts_by_year":[{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
