{"id":"https://openalex.org/W3089549987","doi":"https://doi.org/10.1007/978-3-030-58808-3_45","title":"A Clustering Approach for Prediction of Diabetic Foot Using Thermal Images","display_name":"A Clustering Approach for Prediction of Diabetic Foot Using Thermal Images","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3089549987","doi":"https://doi.org/10.1007/978-3-030-58808-3_45","mag":"3089549987"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58808-3_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58808-3_45","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":"book-chapter","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/A5083616781","display_name":"V\u00edtor Filipe","orcid":"https://orcid.org/0000-0002-3747-6577"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"V\u00edtor Filipe","raw_affiliation_strings":["INESC TEC - INESC Technology and Science, Porto, Portugal","University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC - INESC Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043369612","display_name":"Pedro Teixeira","orcid":"https://orcid.org/0000-0001-9955-1977"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Teixeira","raw_affiliation_strings":["University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042280480","display_name":"Ana Paula Teixeira","orcid":"https://orcid.org/0000-0001-5817-3818"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Teixeira","raw_affiliation_strings":["Mathematics Centre CMAT, Pole CMAT - UTAD, Vila Real, Portugal","University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"Mathematics Centre CMAT, Pole CMAT - UTAD, Vila Real, Portugal","institution_ids":[]},{"raw_affiliation_string":"University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083616781"],"corresponding_institution_ids":["https://openalex.org/I155381812","https://openalex.org/I4210166615"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.1396,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.96670366,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"620","last_page":"631"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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":0.9934999942779541,"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/T11386","display_name":"Bee Products Chemical Analysis","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetic-foot","display_name":"Diabetic foot","score":0.8276159763336182},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6153693795204163},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6146090626716614},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5647066831588745},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5529767870903015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5479802489280701},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5185035467147827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.516569972038269},{"id":"https://openalex.org/keywords/thermography","display_name":"Thermography","score":0.47670289874076843},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4238147735595703},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.4194714426994324},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39184221625328064},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22413206100463867},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2205181121826172},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15853580832481384}],"concepts":[{"id":"https://openalex.org/C2777858829","wikidata":"https://www.wikidata.org/wiki/Q52856","display_name":"Diabetic foot","level":3,"score":0.8276159763336182},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6153693795204163},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6146090626716614},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5647066831588745},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5529767870903015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5479802489280701},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5185035467147827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.516569972038269},{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.47670289874076843},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4238147735595703},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.4194714426994324},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39184221625328064},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22413206100463867},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2205181121826172},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15853580832481384},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-58808-3_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58808-3_45","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":[{"id":"https://metadata.un.org/sdg/3","score":0.8700000047683716,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1159302035","https://openalex.org/W1489991816","https://openalex.org/W1494052777","https://openalex.org/W1776278913","https://openalex.org/W1909740415","https://openalex.org/W1966624379","https://openalex.org/W1973209824","https://openalex.org/W1983922716","https://openalex.org/W1993663397","https://openalex.org/W2004127764","https://openalex.org/W2015743264","https://openalex.org/W2039486440","https://openalex.org/W2055595478","https://openalex.org/W2060507756","https://openalex.org/W2101537144","https://openalex.org/W2119371546","https://openalex.org/W2124268879","https://openalex.org/W2337738945","https://openalex.org/W2339627955","https://openalex.org/W2401993518","https://openalex.org/W2503733531","https://openalex.org/W2561303156","https://openalex.org/W2578551198","https://openalex.org/W2617595617","https://openalex.org/W2766531670","https://openalex.org/W2918478199","https://openalex.org/W2949619821","https://openalex.org/W2966720579","https://openalex.org/W2985252154","https://openalex.org/W4255848529"],"related_works":["https://openalex.org/W2620662450","https://openalex.org/W174278852","https://openalex.org/W2069527050","https://openalex.org/W2055219403","https://openalex.org/W2368607384","https://openalex.org/W2016009248","https://openalex.org/W2791313072","https://openalex.org/W4382934300","https://openalex.org/W2121061354","https://openalex.org/W4285388059"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
