{"id":"https://openalex.org/W2085917061","doi":"https://doi.org/10.1109/isbi.2012.6235885","title":"Textural analysis of optical scattering for identification of cancer in breast surgical specimens","display_name":"Textural analysis of optical scattering for identification of cancer in breast surgical specimens","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2085917061","doi":"https://doi.org/10.1109/isbi.2012.6235885","mag":"2085917061"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2012.6235885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235885","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE 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":"https://push-zb.helmholtz-muenchen.de/frontdoor.php?source_opus=24368","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022986459","display_name":"Alma Eguizabal","orcid":"https://orcid.org/0000-0001-8969-4253"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alma Eguizabal","raw_affiliation_strings":["Grupo Ingenier\u00eda Fot\u00f3nica, Universidad de Cantabria, Spain","Grupo Ingenier\u00eda Fot\u00f3nica, Univ. de Cantabria (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo Ingenier\u00eda Fot\u00f3nica, Universidad de Cantabria, Spain","institution_ids":["https://openalex.org/I13134134"]},{"raw_affiliation_string":"Grupo Ingenier\u00eda Fot\u00f3nica, Univ. de Cantabria (Spain)","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037161741","display_name":"Ashley M. Laughney","orcid":"https://orcid.org/0000-0001-9435-953X"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]},{"id":"https://openalex.org/I4210166639","display_name":"Dartmouth Hospital","ror":"https://ror.org/02j3qj605","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210166639"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Ashley M. Laughney","raw_affiliation_strings":["Thayer School of Engineering, USA","Thayer School of Engineering at Dartmouth, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thayer School of Engineering, USA","institution_ids":[]},{"raw_affiliation_string":"Thayer School of Engineering at Dartmouth, United States","institution_ids":["https://openalex.org/I107672454","https://openalex.org/I4210166639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110328021","display_name":"P. Beatriz Garc\u00eda-Allende","orcid":null},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pilar Beatriz Garcia-Allende","raw_affiliation_strings":["Grupo Ingenier\u00eda Fot\u00f3nica, Universidad de Cantabria, Spain","Grupo Ingenier\u00eda Fot\u00f3nica, Univ. de Cantabria (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo Ingenier\u00eda Fot\u00f3nica, Universidad de Cantabria, Spain","institution_ids":["https://openalex.org/I13134134"]},{"raw_affiliation_string":"Grupo Ingenier\u00eda Fot\u00f3nica, Univ. de Cantabria (Spain)","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051690362","display_name":"Venkataramanan Krishnaswamy","orcid":null},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]},{"id":"https://openalex.org/I4210166639","display_name":"Dartmouth Hospital","ror":"https://ror.org/02j3qj605","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210166639"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Venkataramanan Krishnaswamy","raw_affiliation_strings":["Thayer School of Engineering, USA","Thayer School of Engineering at Dartmouth, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thayer School of Engineering, USA","institution_ids":[]},{"raw_affiliation_string":"Thayer School of Engineering at Dartmouth, United States","institution_ids":["https://openalex.org/I107672454","https://openalex.org/I4210166639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072764063","display_name":"Wendy A. Wells","orcid":"https://orcid.org/0000-0002-2169-481X"},"institutions":[{"id":"https://openalex.org/I1289422878","display_name":"Dartmouth\u2013Hitchcock Medical Center","ror":"https://ror.org/00d1dhh09","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I107672454","https://openalex.org/I1289422878","https://openalex.org/I4390039337"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wendy A. Wells","raw_affiliation_strings":["Dartmouth Hitchcock Medical Centre, USA","Dartmouth-Hitchcock Medical Ctr., United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth Hitchcock Medical Centre, USA","institution_ids":["https://openalex.org/I1289422878"]},{"raw_affiliation_string":"Dartmouth-Hitchcock Medical Ctr., United States","institution_ids":["https://openalex.org/I1289422878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016359425","display_name":"Keith D. Paulsen","orcid":"https://orcid.org/0000-0002-6692-3196"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]},{"id":"https://openalex.org/I4210166639","display_name":"Dartmouth Hospital","ror":"https://ror.org/02j3qj605","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210166639"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Keith D. Paulsen","raw_affiliation_strings":["Thayer School of Engineering, USA","Thayer School of Engineering at Dartmouth, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thayer School of Engineering, USA","institution_ids":[]},{"raw_affiliation_string":"Thayer School of Engineering at Dartmouth, United States","institution_ids":["https://openalex.org/I107672454","https://openalex.org/I4210166639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089497655","display_name":"Brian W. Pogue","orcid":"https://orcid.org/0000-0002-9887-670X"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]},{"id":"https://openalex.org/I4210166639","display_name":"Dartmouth Hospital","ror":"https://ror.org/02j3qj605","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210166639"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Brian W. Pogue","raw_affiliation_strings":["Thayer School of Engineering, USA","Thayer School of Engineering at Dartmouth, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thayer School of Engineering, USA","institution_ids":[]},{"raw_affiliation_string":"Thayer School of Engineering at Dartmouth, United States","institution_ids":["https://openalex.org/I107672454","https://openalex.org/I4210166639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085018989","display_name":"Jos\u00e9 Miguel L\u00f3pez Higuera","orcid":"https://orcid.org/0000-0002-8615-8487"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose M. Lopez-Higuera","raw_affiliation_strings":["Grupo Ingenier\u00eda Fot\u00f3nica, Universidad de Cantabria, Spain","Grupo Ingenier\u00eda Fot\u00f3nica, Univ. de Cantabria (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo Ingenier\u00eda Fot\u00f3nica, Universidad de Cantabria, Spain","institution_ids":["https://openalex.org/I13134134"]},{"raw_affiliation_string":"Grupo Ingenier\u00eda Fot\u00f3nica, Univ. de Cantabria (Spain)","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049317321","display_name":"Olga M. Conde","orcid":"https://orcid.org/0000-0002-2471-3051"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Olga M. Conde","raw_affiliation_strings":["Grupo Ingenier\u00eda Fot\u00f3nica, Universidad de Cantabria, Spain","Grupo Ingenier\u00eda Fot\u00f3nica, Univ. de Cantabria (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo Ingenier\u00eda Fot\u00f3nica, Universidad de Cantabria, Spain","institution_ids":["https://openalex.org/I13134134"]},{"raw_affiliation_string":"Grupo Ingenier\u00eda Fot\u00f3nica, Univ. de Cantabria (Spain)","institution_ids":["https://openalex.org/I13134134"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2564,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6442723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1615","last_page":"1618"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scattering","display_name":"Scattering","score":0.729257345199585},{"id":"https://openalex.org/keywords/autocorrelation","display_name":"Autocorrelation","score":0.6086476445198059},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5860387086868286},{"id":"https://openalex.org/keywords/adipose-tissue","display_name":"Adipose tissue","score":0.5360738635063171},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5110787153244019},{"id":"https://openalex.org/keywords/biological-tissue","display_name":"Biological tissue","score":0.42887192964553833},{"id":"https://openalex.org/keywords/breast-tissue","display_name":"Breast tissue","score":0.41705331206321716},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.39221999049186707},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3201475739479065},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.31320393085479736},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2856970429420471},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28148043155670166},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.23982784152030945},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19630011916160583},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17620405554771423},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11660006642341614}],"concepts":[{"id":"https://openalex.org/C191486275","wikidata":"https://www.wikidata.org/wiki/Q210028","display_name":"Scattering","level":2,"score":0.729257345199585},{"id":"https://openalex.org/C5297727","wikidata":"https://www.wikidata.org/wiki/Q786970","display_name":"Autocorrelation","level":2,"score":0.6086476445198059},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5860387086868286},{"id":"https://openalex.org/C171089720","wikidata":"https://www.wikidata.org/wiki/Q193583","display_name":"Adipose tissue","level":2,"score":0.5360738635063171},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5110787153244019},{"id":"https://openalex.org/C2983453321","wikidata":"https://www.wikidata.org/wiki/Q40397","display_name":"Biological tissue","level":2,"score":0.42887192964553833},{"id":"https://openalex.org/C3020109028","wikidata":"https://www.wikidata.org/wiki/Q9103","display_name":"Breast tissue","level":4,"score":0.41705331206321716},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.39221999049186707},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3201475739479065},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.31320393085479736},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2856970429420471},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28148043155670166},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.23982784152030945},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19630011916160583},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17620405554771423},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11660006642341614},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2012.6235885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235885","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:opus-zb.helmholtz-muenchen.de:24368","is_oa":true,"landing_page_url":"https://push-zb.helmholtz-muenchen.de/frontdoor.php?source_opus=24368","pdf_url":null,"source":{"id":"https://openalex.org/S4377196115","display_name":"Site cant be reached","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: Proceedings of the 9th IEEE International Symposium on Biomedical Imaging (From Nano to Macro ISBI 2012, Barcelona, 2-5 May 2012). Piscataway, NJ: IEEE, 2012. 1615-1618","raw_type":"conferenceObject"}],"best_oa_location":{"id":"pmh:oai:opus-zb.helmholtz-muenchen.de:24368","is_oa":true,"landing_page_url":"https://push-zb.helmholtz-muenchen.de/frontdoor.php?source_opus=24368","pdf_url":null,"source":{"id":"https://openalex.org/S4377196115","display_name":"Site cant be reached","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: Proceedings of the 9th IEEE International Symposium on Biomedical Imaging (From Nano to Macro ISBI 2012, Barcelona, 2-5 May 2012). Piscataway, NJ: IEEE, 2012. 1615-1618","raw_type":"conferenceObject"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1984103681","https://openalex.org/W1998264453","https://openalex.org/W2044465660","https://openalex.org/W2071350591","https://openalex.org/W2105967432","https://openalex.org/W2117438495","https://openalex.org/W2123386514","https://openalex.org/W2129895017","https://openalex.org/W2133898338","https://openalex.org/W2143093135"],"related_works":["https://openalex.org/W2143040158","https://openalex.org/W747394405","https://openalex.org/W1987236514","https://openalex.org/W174653542","https://openalex.org/W2401628417","https://openalex.org/W2381153750","https://openalex.org/W1618042422","https://openalex.org/W2120251679","https://openalex.org/W2483128162","https://openalex.org/W2965127969"],"abstract_inverted_index":{"Textural":[0],"analysis":[1],"of":[2,53,76,84,88],"tissue":[3,36,60,79],"scattering":[4,32],"images":[5],"is":[6,25],"proposed":[7,68],"for":[8],"healthy":[9],"versus":[10],"tumor":[11,20,42],"discrimination.":[12],"Scattering":[13],"center":[14],"density":[15],"varies":[16],"from":[17],"normal":[18,48],"to":[19],"tissues":[21,43],"and":[22,55,86],"this":[23],"variation":[24],"translated":[26],"into":[27],"different":[28],"textures":[29],"in":[30],"the":[31],"power":[33],"map.":[34],"Adipose":[35],"shows":[37],"low":[38],"autocorrelation":[39,54],"values":[40,57],"while":[41],"present":[44],"higher":[45],"entropies":[46],"than":[47],"tissue.":[49],"Consequently,":[50],"a":[51,63,74,82],"combination":[52],"entropy":[56],"allows":[58],"ready":[59],"discrimination":[61],"by":[62],"supervised":[64],"linear":[65],"classifier.":[66],"The":[67],"approach":[69],"has":[70],"been":[71],"validated":[72],"over":[73],"set":[75],"29":[77],"breast":[78],"samples":[80],"achieving":[81],"sensitivity":[83],"73.59%":[85],"specificity":[87],"82.40%.":[89]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
