{"id":"https://openalex.org/W2807979193","doi":"https://doi.org/10.1109/mocast.2018.8376573","title":"Using color signatures for the classification of skin disorders","display_name":"Using color signatures for the classification of skin disorders","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2807979193","doi":"https://doi.org/10.1109/mocast.2018.8376573","mag":"2807979193"},"language":"en","primary_location":{"id":"doi:10.1109/mocast.2018.8376573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast.2018.8376573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST)","raw_type":"proceedings-article"},"type":"article","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/A5010021606","display_name":"Nikos Petrellis","orcid":"https://orcid.org/0000-0003-3578-8494"},"institutions":[{"id":"https://openalex.org/I51955386","display_name":"Technological Educational Institute of Thessaly","ror":"https://ror.org/04056ja87","country_code":"GR","type":"education","lineage":["https://openalex.org/I51955386"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Nikos Petrellis","raw_affiliation_strings":["Computer Science and Engineering Dept., TEI of Thessaly, Larissa"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Dept., TEI of Thessaly, Larissa","institution_ids":["https://openalex.org/I51955386"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010021606"],"corresponding_institution_ids":["https://openalex.org/I51955386"],"apc_list":null,"apc_paid":null,"fwci":2.9701,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91075704,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9107000231742859,"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/computer-science","display_name":"Computer science","score":0.7016775608062744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6086254119873047},{"id":"https://openalex.org/keywords/smart-phone","display_name":"Smart phone","score":0.577488124370575},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5471176505088806},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5034207701683044},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.4698713421821594},{"id":"https://openalex.org/keywords/skin-color","display_name":"Skin color","score":0.4610854983329773},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.44154906272888184},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4333879351615906},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.4291985332965851},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.32496529817581177},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23687633872032166},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.221469908952713},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1357019543647766}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7016775608062744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6086254119873047},{"id":"https://openalex.org/C2984771860","wikidata":"https://www.wikidata.org/wiki/Q22645","display_name":"Smart phone","level":2,"score":0.577488124370575},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5471176505088806},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5034207701683044},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.4698713421821594},{"id":"https://openalex.org/C3019497199","wikidata":"https://www.wikidata.org/wiki/Q853516","display_name":"Skin color","level":2,"score":0.4610854983329773},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.44154906272888184},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4333879351615906},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.4291985332965851},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.32496529817581177},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23687633872032166},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.221469908952713},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1357019543647766},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mocast.2018.8376573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast.2018.8376573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1985634963","https://openalex.org/W2041464675","https://openalex.org/W2087860561","https://openalex.org/W2168285151","https://openalex.org/W2319770615","https://openalex.org/W2528780504","https://openalex.org/W2529449873","https://openalex.org/W2620810818","https://openalex.org/W2768895077"],"related_works":["https://openalex.org/W1968020526","https://openalex.org/W2383638208","https://openalex.org/W1571329067","https://openalex.org/W2380998526","https://openalex.org/W2705660411","https://openalex.org/W2363365763","https://openalex.org/W1983033738","https://openalex.org/W2149121519","https://openalex.org/W2373679880","https://openalex.org/W1975532216"],"abstract_inverted_index":{"The":[0,94,112,144],"diagnosis":[1,113],"of":[2,13,43,65,103,109,171],"skin":[3,44,66],"infections":[4],"or":[5,80],"disorders":[6],"can":[7,77,97,146],"be":[8,78,147],"based":[9,90,114],"on":[10,91,115],"the":[11,14,41,60,116,156,169,172],"inspection":[12],"symptoms,":[15,173],"clinical":[16],"tests,":[17],"blood":[18],"analyses,":[19],"etc.":[20,177],"In":[21],"this":[22],"paper,":[23],"an":[24],"image":[25,117],"processing":[26,118],"method":[27,47,96,119],"that":[28],"has":[29,48,121,133],"been":[30,49,134],"initially":[31],"developed":[32],"for":[33,40,106],"plant":[34],"disease":[35,72,130],"recognition":[36],"is":[37],"appropriately":[38],"adapted":[39],"detection":[42],"disorders.":[45],"This":[46],"implemented":[50],"as":[51,99,140],"a":[52,100,104,122,141],"smart":[53],"phone":[54],"application":[55],"and":[56,62,127,160],"takes":[57],"into":[58,166],"consideration":[59,167],"size":[61],"color":[63],"features":[64],"lesions":[67],"in":[68,87,155],"order":[69],"to":[70],"define":[71],"Color":[73,131,157],"Signatures.":[74],"These":[75],"signatures":[76],"defined":[79,135],"customized":[81],"by":[82],"dermatologists":[83],"(not":[84],"necessarily":[85],"skilled":[86],"computer":[88],"science)":[89],"simple":[92],"statistics.":[93],"proposed":[95],"serve":[98],"complementary":[101],"tool":[102],"dermatologist":[105],"remote":[107],"monitoring":[108],"his":[110],"patients.":[111],"alone":[120],"precision":[123,145],"ranging":[124],"between":[125],"50%":[126],"100%.":[128],"Each":[129],"Signature":[132,158],"using":[136],"only":[137],"5":[138],"photographs":[139,152],"\u201ctraining":[142],"set\u201d.":[143],"much":[148],"higher":[149],"if":[150,161],"more":[151],"are":[153,164],"used":[154],"definition":[159],"other":[162],"factors":[163],"taken":[165],"like":[168],"progression":[170],"their":[174],"feel,":[175],"duration":[176]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}