{"id":"https://openalex.org/W2135733203","doi":"https://doi.org/10.1007/s10916-010-9611-z","title":"Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine","display_name":"Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine","publication_year":2010,"publication_date":"2010-10-18","ids":{"openalex":"https://openalex.org/W2135733203","doi":"https://doi.org/10.1007/s10916-010-9611-z","mag":"2135733203","pmid":"https://pubmed.ncbi.nlm.nih.gov/20957511"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-010-9611-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-010-9611-z","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"Journal of Medical Systems","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/A5074179735","display_name":"U. Rajendra Acharya","orcid":"https://orcid.org/0000-0003-2689-8552"},"institutions":[{"id":"https://openalex.org/I58236372","display_name":"Ngee Ann Polytechnic","ror":"https://ror.org/01w953x65","country_code":"SG","type":"education","lineage":["https://openalex.org/I58236372"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"U. Rajendra Acharya","raw_affiliation_strings":["Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore","Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, 535, Clementi Road, Singapore, 599489, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore","institution_ids":["https://openalex.org/I58236372"]},{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, 535, Clementi Road, Singapore, 599489, Singapore","institution_ids":["https://openalex.org/I58236372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031091803","display_name":"E. Y. K. Ng","orcid":"https://orcid.org/0000-0002-5701-1080"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"E. Y. K. Ng","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, College of Engineering, Nanyang Technological University, 50, Nanyang Avenue, Singapore, 639798, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, College of Engineering, Nanyang Technological University, 50, Nanyang Avenue, Singapore, 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077976730","display_name":"Jen Hong Tan","orcid":"https://orcid.org/0000-0002-7785-2987"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I58236372","display_name":"Ngee Ann Polytechnic","ror":"https://ror.org/01w953x65","country_code":"SG","type":"education","lineage":["https://openalex.org/I58236372"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jen-Hong Tan","raw_affiliation_strings":["Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, 535, Clementi Road, Singapore, 599489, Singapore","School of Mechanical and Aerospace Engineering, College of Engineering, Nanyang Technological University, 50, Nanyang Avenue, Singapore, 639798, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, 535, Clementi Road, Singapore, 599489, Singapore","institution_ids":["https://openalex.org/I58236372"]},{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, College of Engineering, Nanyang Technological University, 50, Nanyang Avenue, Singapore, 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071943268","display_name":"S. Vinitha Sree","orcid":"https://orcid.org/0000-0002-8825-4384"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"S. Vinitha Sree","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, College of Engineering, Nanyang Technological University, 50, Nanyang Avenue, Singapore, 639798, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, College of Engineering, Nanyang Technological University, 50, Nanyang Avenue, Singapore, 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071943268"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":{"value":4390,"currency":"USD","value_usd":4390},"apc_paid":null,"fwci":3.1974,"has_fulltext":false,"cited_by_count":318,"citation_normalized_percentile":{"value":0.91270219,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"36","issue":"3","first_page":"1503","last_page":"1510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":1.0,"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/T12994","display_name":"Infrared Thermography in Medicine","score":1.0,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11109","display_name":"Thermoregulation and physiological responses","score":0.930400013923645,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.7663515210151672},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7289000153541565},{"id":"https://openalex.org/keywords/thermography","display_name":"Thermography","score":0.6838588118553162},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6468411087989807},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4958847463130951},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4868389964103699},{"id":"https://openalex.org/keywords/breast-imaging","display_name":"Breast imaging","score":0.43127328157424927},{"id":"https://openalex.org/keywords/malignancy","display_name":"Malignancy","score":0.4227454960346222},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3876163065433502},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3507188558578491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29727429151535034},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.21581602096557617},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16746821999549866},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.1159660816192627}],"concepts":[{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.7663515210151672},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7289000153541565},{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.6838588118553162},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6468411087989807},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4958847463130951},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4868389964103699},{"id":"https://openalex.org/C2777432617","wikidata":"https://www.wikidata.org/wiki/Q22905905","display_name":"Breast imaging","level":5,"score":0.43127328157424927},{"id":"https://openalex.org/C2779399171","wikidata":"https://www.wikidata.org/wiki/Q1483951","display_name":"Malignancy","level":2,"score":0.4227454960346222},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3876163065433502},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3507188558578491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29727429151535034},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.21581602096557617},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16746821999549866},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.1159660816192627},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013817","descriptor_name":"Thermography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D013817","descriptor_name":"Thermography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D013817","descriptor_name":"Thermography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10916-010-9611-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-010-9611-z","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:20957511","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20957511","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":"Journal of medical systems","raw_type":null},{"id":"pmh:oai:dr.ntu.edu.sg:10356/100274","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/100274","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W276503325","https://openalex.org/W333257277","https://openalex.org/W1487718662","https://openalex.org/W1503634031","https://openalex.org/W1548355004","https://openalex.org/W1549620207","https://openalex.org/W1582335905","https://openalex.org/W1979599433","https://openalex.org/W1982266020","https://openalex.org/W1994590222","https://openalex.org/W2003304826","https://openalex.org/W2010120422","https://openalex.org/W2015797146","https://openalex.org/W2023718290","https://openalex.org/W2043326489","https://openalex.org/W2046941700","https://openalex.org/W2064885887","https://openalex.org/W2065210076","https://openalex.org/W2068176870","https://openalex.org/W2074576616","https://openalex.org/W2088068511","https://openalex.org/W2093467178","https://openalex.org/W2096663717","https://openalex.org/W2120082541","https://openalex.org/W2126579768","https://openalex.org/W2155431356","https://openalex.org/W2158943067","https://openalex.org/W2165693726","https://openalex.org/W2167445191","https://openalex.org/W2168943014","https://openalex.org/W2396236508","https://openalex.org/W2407772559","https://openalex.org/W2486536959","https://openalex.org/W2493901314","https://openalex.org/W2911956715","https://openalex.org/W3023411394","https://openalex.org/W4238936604","https://openalex.org/W4254764223","https://openalex.org/W4255747608","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2620662450","https://openalex.org/W174278852","https://openalex.org/W2069527050","https://openalex.org/W2368607384","https://openalex.org/W2016009248","https://openalex.org/W3122972499","https://openalex.org/W2105667964","https://openalex.org/W2076908053","https://openalex.org/W2117952144","https://openalex.org/W1967579262"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":43},{"year":2019,"cited_by_count":29},{"year":2018,"cited_by_count":26},{"year":2017,"cited_by_count":27},{"year":2016,"cited_by_count":30},{"year":2015,"cited_by_count":22},{"year":2014,"cited_by_count":20},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":9}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}
