{"id":"https://openalex.org/W3035888744","doi":"https://doi.org/10.1109/access.2020.3004056","title":"A Review on Recent Progress in Thermal Imaging and Deep Learning Approaches for Breast Cancer Detection","display_name":"A Review on Recent Progress in Thermal Imaging and Deep Learning Approaches for Breast Cancer Detection","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3035888744","doi":"https://doi.org/10.1109/access.2020.3004056","mag":"3035888744"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3004056","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3004056","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09121984.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09121984.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052341999","display_name":"Roslidar Roslidar","orcid":"https://orcid.org/0000-0002-8184-4074"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Roslidar Roslidar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","Doctoral School of Engineering Science, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-8184-4074","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Doctoral School of Engineering Science, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051346724","display_name":"Aulia Rahman","orcid":"https://orcid.org/0000-0001-6869-924X"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Aulia Rahman","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-6869-924X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074439739","display_name":"Rusdha Muharar","orcid":"https://orcid.org/0000-0002-5079-4174"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rusdha Muharar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-5079-4174","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064774718","display_name":"Muhammad Rizky Syahputra","orcid":"https://orcid.org/0000-0002-0099-8558"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Rizky Syahputra","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-0099-8558","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045022467","display_name":"Fitri Arnia","orcid":"https://orcid.org/0000-0001-6020-1275"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Fitri Arnia","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-6020-1275","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068627865","display_name":"Maimun Syukri","orcid":"https://orcid.org/0000-0001-7390-317X"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Maimun Syukri","raw_affiliation_strings":["Medical Faculty, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-7390-317X","affiliations":[{"raw_affiliation_string":"Medical Faculty, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059040421","display_name":"Biswajeet Pradhan","orcid":"https://orcid.org/0000-0001-9863-2054"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["AU","KR"],"is_corresponding":false,"raw_author_name":"Biswajeet Pradhan","raw_affiliation_strings":["Centre for Advanced Modelling and Geospatial Information Systems (CAMGIS), Faculty of Engineering and IT, School of Information, Systems and Modelling, University of Technology Sydney, Ultimo, Australia","Department of Energy and Mineral Resources Engineering, Sejong University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-9863-2054","affiliations":[{"raw_affiliation_string":"Centre for Advanced Modelling and Geospatial Information Systems (CAMGIS), Faculty of Engineering and IT, School of Information, Systems and Modelling, University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Department of Energy and Mineral Resources Engineering, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071294454","display_name":"Khairul Munadi","orcid":"https://orcid.org/0000-0002-7507-9476"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Khairul Munadi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-7507-9476","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.8698,"has_fulltext":true,"cited_by_count":147,"citation_normalized_percentile":{"value":0.98497784,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"116176","last_page":"116194"},"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/T11109","display_name":"Thermoregulation and physiological responses","score":0.9556000232696533,"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"}},{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.95169997215271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/thermography","display_name":"Thermography","score":0.7964898347854614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7176832556724548},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.711708664894104},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7110299468040466},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6414881348609924},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6304033994674683},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5021047592163086},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.460460901260376},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45250403881073},{"id":"https://openalex.org/keywords/breast-cancer-screening","display_name":"Breast cancer screening","score":0.43032899498939514},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41725897789001465},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4058256149291992},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.31456708908081055},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20351642370224}],"concepts":[{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.7964898347854614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7176832556724548},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.711708664894104},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7110299468040466},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6414881348609924},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6304033994674683},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5021047592163086},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.460460901260376},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45250403881073},{"id":"https://openalex.org/C2778491387","wikidata":"https://www.wikidata.org/wiki/Q17011492","display_name":"Breast cancer screening","level":5,"score":0.43032899498939514},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41725897789001465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4058256149291992},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.31456708908081055},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20351642370224},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.3004056","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3004056","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09121984.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c9b03f748cbe4bf5a7795c4bf5b32837","is_oa":true,"landing_page_url":"https://doaj.org/article/c9b03f748cbe4bf5a7795c4bf5b32837","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 116176-116194 (2020)","raw_type":"article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/143382","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/143382","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3004056","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3004056","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09121984.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3035888744.pdf","grobid_xml":"https://content.openalex.org/works/W3035888744.grobid-xml"},"referenced_works_count":135,"referenced_works":["https://openalex.org/W333257277","https://openalex.org/W1503634031","https://openalex.org/W1522301498","https://openalex.org/W1556285081","https://openalex.org/W1569512666","https://openalex.org/W1644550727","https://openalex.org/W1686810756","https://openalex.org/W1975784266","https://openalex.org/W1979599433","https://openalex.org/W1985540514","https://openalex.org/W1999621311","https://openalex.org/W2001098021","https://openalex.org/W2014206079","https://openalex.org/W2016462686","https://openalex.org/W2029123719","https://openalex.org/W2034854359","https://openalex.org/W2036489208","https://openalex.org/W2037354558","https://openalex.org/W2038000018","https://openalex.org/W2044999320","https://openalex.org/W2059432853","https://openalex.org/W2062177968","https://openalex.org/W2067130642","https://openalex.org/W2073996779","https://openalex.org/W2088068511","https://openalex.org/W2093467178","https://openalex.org/W2097117768","https://openalex.org/W2097530522","https://openalex.org/W2098990330","https://openalex.org/W2102017903","https://openalex.org/W2103895023","https://openalex.org/W2105250379","https://openalex.org/W2107438106","https://openalex.org/W2112796928","https://openalex.org/W2114532691","https://openalex.org/W2114689211","https://openalex.org/W2117539524","https://openalex.org/W2127063408","https://openalex.org/W2131563753","https://openalex.org/W2133643452","https://openalex.org/W2135733203","https://openalex.org/W2142446879","https://openalex.org/W2142543201","https://openalex.org/W2146502635","https://openalex.org/W2153574542","https://openalex.org/W2155431356","https://openalex.org/W2155893237","https://openalex.org/W2164747948","https://openalex.org/W2166706236","https://openalex.org/W2173169563","https://openalex.org/W2182272939","https://openalex.org/W2183341477","https://openalex.org/W2200566924","https://openalex.org/W2274287116","https://openalex.org/W2284539364","https://openalex.org/W2299565249","https://openalex.org/W2307539472","https://openalex.org/W2317417577","https://openalex.org/W2325015832","https://openalex.org/W2333683836","https://openalex.org/W2409002119","https://openalex.org/W2493683088","https://openalex.org/W2509685700","https://openalex.org/W2510224130","https://openalex.org/W2515525831","https://openalex.org/W2523246573","https://openalex.org/W2523382659","https://openalex.org/W2527654160","https://openalex.org/W2531409750","https://openalex.org/W2543427932","https://openalex.org/W2544489336","https://openalex.org/W2550064190","https://openalex.org/W2559553341","https://openalex.org/W2588570836","https://openalex.org/W2592376082","https://openalex.org/W2592740045","https://openalex.org/W2617220063","https://openalex.org/W2620578070","https://openalex.org/W2749594344","https://openalex.org/W2752782242","https://openalex.org/W2763716218","https://openalex.org/W2766973697","https://openalex.org/W2783710041","https://openalex.org/W2787746658","https://openalex.org/W2793956967","https://openalex.org/W2795061970","https://openalex.org/W2801370692","https://openalex.org/W2802565396","https://openalex.org/W2807190811","https://openalex.org/W2808314100","https://openalex.org/W2809254203","https://openalex.org/W2888804473","https://openalex.org/W2893919471","https://openalex.org/W2901654183","https://openalex.org/W2909117339","https://openalex.org/W2909616014","https://openalex.org/W2910991339","https://openalex.org/W2942254238","https://openalex.org/W2942590749","https://openalex.org/W2953740253","https://openalex.org/W2962844010","https://openalex.org/W2963163009","https://openalex.org/W2963173190","https://openalex.org/W2963420686","https://openalex.org/W2963980515","https://openalex.org/W2964236304","https://openalex.org/W2964350391","https://openalex.org/W2970091429","https://openalex.org/W2976660927","https://openalex.org/W2981803692","https://openalex.org/W2982358697","https://openalex.org/W2989010209","https://openalex.org/W2991536316","https://openalex.org/W2996913164","https://openalex.org/W3092028788","https://openalex.org/W3098150009","https://openalex.org/W3149357319","https://openalex.org/W4205197926","https://openalex.org/W4234642304","https://openalex.org/W4237902716","https://openalex.org/W4248266115","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6676105031","https://openalex.org/W6681146042","https://openalex.org/W6681435938","https://openalex.org/W6684249991","https://openalex.org/W6694260854","https://openalex.org/W6698079635","https://openalex.org/W6699464186","https://openalex.org/W6702813868","https://openalex.org/W6713780271","https://openalex.org/W6727249380","https://openalex.org/W6734146689","https://openalex.org/W6771717569"],"related_works":["https://openalex.org/W2897267175","https://openalex.org/W3215153804","https://openalex.org/W1994267236","https://openalex.org/W2033683555","https://openalex.org/W2120277115","https://openalex.org/W2416467559","https://openalex.org/W4307366929","https://openalex.org/W2417773830","https://openalex.org/W1703568518","https://openalex.org/W2922040900"],"abstract_inverted_index":{"Developing":[0],"a":[1,18,42,179,188,224,229],"breast":[2,12,89,109,125,137,142,152,164,207],"cancer":[3,13,46,126,143],"screening":[4,19,47],"method":[5,20],"is":[6,39,182],"very":[7],"important":[8],"to":[9,117,199,233],"facilitate":[10],"early":[11,54,141],"detection":[14,127],"and":[15,33,44,96,122,131,166,171,210,227],"treatment.":[16],"Building":[17],"using":[21,75,178],"medical":[22],"imaging":[23],"modality":[24],"that":[25],"does":[26,34],"not":[27,35,104],"cause":[28],"body":[29],"tissue":[30],"damage":[31],"(non-invasive)":[32],"involve":[36],"physical":[37],"touch":[38],"challenging.":[40],"Thermography,":[41],"non-invasive":[43],"non-contact":[45],"method,":[48],"can":[49,72,86],"detect":[50],"tumors":[51],"at":[52],"an":[53,146],"stage":[55],"even":[56],"under":[57],"precancerous":[58],"conditions":[59],"by":[60,185],"observing":[61],"temperature":[62],"distribution":[63],"in":[64,108,124,140],"both":[65],"breasts.":[66],"The":[67],"thermograms":[68,90,165],"obtained":[69],"on":[70,129],"thermography":[71,130,138],"be":[73],"interpreted":[74],"deep":[76,203],"learning":[77],"models":[78],"such":[79,93],"as":[80,94],"convolutional":[81],"neural":[82,204],"networks":[83,205],"(CNNs).":[84],"CNNs":[85,102],"automatically":[87],"classify":[88],"into":[91],"categories":[92],"normal":[95],"abnormal.":[97],"Despite":[98],"their":[99],"demostrated":[100],"utility,":[101],"have":[103],"been":[105],"widely":[106],"used":[107],"thermogram":[110,176,208],"classification.":[111],"In":[112],"this":[113],"study,":[114],"we":[115],"aimed":[116],"summarize":[118],"the":[119,149,167,200,220],"current":[120],"work":[121],"progress":[123],"based":[128],"CNNs.":[132],"We":[133,159,194],"first":[134],"discuss":[135,161],"of":[136,148,151,163,202],"potential":[139],"detection,":[144],"providing":[145],"overview":[147],"availability":[150],"thermal":[153],"datasets":[154],"together":[155],"with":[156],"publicly":[157],"accessible.":[158],"also":[160],"characteristics":[162],"differences":[168],"between":[169],"healthy":[170],"cancerous":[172],"thermographic":[173],"patterns.":[174],"Breast":[175],"classification":[177,209],"CNN":[180,231,235],"model":[181,232],"described":[183],"step":[184,186],"including":[187],"simulation":[189],"example":[190],"illustrating":[191],"feature":[192],"learning.":[193],"cover":[195],"most":[196],"research":[197,213],"related":[198],"implementation":[201],"for":[206,215],"propose":[211],"future":[212],"directions":[214],"developing":[216],"representative":[217],"datasets,":[218],"feeding":[219],"segmented":[221],"image,":[222],"assigning":[223],"good":[225],"kernel,":[226],"building":[228],"lightweight":[230],"improve":[234],"performance.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":41},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}