{"id":"https://openalex.org/W1518143733","doi":"https://doi.org/10.1109/isbi.2015.7163997","title":"Random forest based erythema grading for psoriasis","display_name":"Random forest based erythema grading for psoriasis","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1518143733","doi":"https://doi.org/10.1109/isbi.2015.7163997","mag":"1518143733"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2015.7163997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7163997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100898350","display_name":"Mithun Das Gupta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mithun Das Gupta","raw_affiliation_strings":["Ricoh Innovations Pvt. Ltd, Bangalore, India","Ricoh Innovations Pvt. Ltd. Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ricoh Innovations Pvt. Ltd, Bangalore, India","institution_ids":[]},{"raw_affiliation_string":"Ricoh Innovations Pvt. Ltd. Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081525875","display_name":"Srinidhi Srinivasa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Srinidhi Srinivasa","raw_affiliation_strings":["Ricoh Innovations Pvt. Ltd, Bangalore, India","Ricoh Innovations Pvt. Ltd. Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ricoh Innovations Pvt. Ltd, Bangalore, India","institution_ids":[]},{"raw_affiliation_string":"Ricoh Innovations Pvt. Ltd. Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"J. Madhukara","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145302","display_name":"St.John's Medical College Hospital","ror":"https://ror.org/04z7fc725","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210129261","https://openalex.org/I4210145302"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. Madhukara","raw_affiliation_strings":["St. Johns Hospital, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"St. Johns Hospital, Bangalore, India","institution_ids":["https://openalex.org/I4210145302"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113158039","display_name":"Meryl Antony","orcid":"https://orcid.org/0000-0001-8189-1164"},"institutions":[{"id":"https://openalex.org/I4210145302","display_name":"St.John's Medical College Hospital","ror":"https://ror.org/04z7fc725","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210129261","https://openalex.org/I4210145302"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Meryl Antony","raw_affiliation_strings":["St. Johns Hospital, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"St. Johns Hospital, Bangalore, India","institution_ids":["https://openalex.org/I4210145302"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.0189,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.96603774,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"137","issue":null,"first_page":"819","last_page":"823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10469","display_name":"Psoriasis: Treatment and Pathogenesis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10469","display_name":"Psoriasis: Treatment and Pathogenesis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11013","display_name":"Skin Protection and Aging","score":0.9451000094413757,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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":0.9370999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/erythema","display_name":"Erythema","score":0.8377280235290527},{"id":"https://openalex.org/keywords/psoriasis","display_name":"Psoriasis","score":0.7778746485710144},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.6603026390075684},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.6293606758117676},{"id":"https://openalex.org/keywords/psoriasis-area-and-severity-index","display_name":"Psoriasis Area and Severity Index","score":0.5317341685295105},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.417500376701355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35903555154800415},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3545101284980774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2726493775844574}],"concepts":[{"id":"https://openalex.org/C2779121184","wikidata":"https://www.wikidata.org/wiki/Q1166142","display_name":"Erythema","level":2,"score":0.8377280235290527},{"id":"https://openalex.org/C2780564577","wikidata":"https://www.wikidata.org/wiki/Q179945","display_name":"Psoriasis","level":2,"score":0.7778746485710144},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6603026390075684},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.6293606758117676},{"id":"https://openalex.org/C2777011040","wikidata":"https://www.wikidata.org/wiki/Q390643","display_name":"Psoriasis Area and Severity Index","level":3,"score":0.5317341685295105},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.417500376701355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35903555154800415},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3545101284980774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2726493775844574},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2015.7163997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7163997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1517127333","https://openalex.org/W1533434111","https://openalex.org/W1567925564","https://openalex.org/W2030720559","https://openalex.org/W2031314973","https://openalex.org/W2059518560","https://openalex.org/W2070079537","https://openalex.org/W2122512929","https://openalex.org/W2129316781","https://openalex.org/W2136035751","https://openalex.org/W2163446914","https://openalex.org/W2171956982","https://openalex.org/W2323365248","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W3176363967","https://openalex.org/W3022724713","https://openalex.org/W2588369178","https://openalex.org/W2343185506","https://openalex.org/W2781166685","https://openalex.org/W2032633556","https://openalex.org/W2165746902","https://openalex.org/W209027","https://openalex.org/W4226346397","https://openalex.org/W2331028526"],"abstract_inverted_index":{"Psoriasis":[0,119],"Area":[1],"and":[2,57,123],"Severity":[3],"Index,":[4],"or":[5,20],"PASI":[6,31],"score":[7],"[7]":[8],"is":[9,24],"one":[10],"of":[11,22,30,38,46,115],"the":[12,36,44,52,82],"most":[13],"prevalent":[14],"scoring":[15],"indices":[16],"for":[17,28,77,103,113],"Psoriasis.":[18],"Erythema":[19],"redness":[21,47],"skin":[23,53,90],"an":[25],"important":[26],"identifier":[27],"evaluation":[29,37],"score.":[32],"Extra":[33],"subjectiveness":[34],"in":[35,67,118],"erythema":[39,78,104,116],"has":[40],"been":[41],"observed,":[42],"since":[43],"perception":[45],"can":[48],"be":[49],"influenced":[50],"by":[51,80],"tone,":[54],"ambient":[55],"lighting":[56],"many":[58],"other":[59],"such":[60],"factors":[61],"which":[62],"are":[63],"difficult":[64],"to":[65,87,95],"control":[66],"a":[68,73,108],"clinical":[69],"setting.":[70],"We":[71,93,106],"propose":[72,94],"novel":[74],"colorimetric":[75],"feature":[76,101],"grading":[79],"extending":[81],"tissue-photon":[83],"interaction":[84],"model":[85],"[12]":[86],"make":[88],"it":[89],"tone":[91],"independent.":[92],"use":[96],"Skellam":[97],"distribution":[98],"statistics":[99],"as":[100],"vectors":[102],"grading.":[105],"present":[107],"random":[109],"forest":[110],"based":[111],"technique":[112],"classification":[114],"regions":[117],"into":[120],"severe,":[121],"moderate":[122],"slight":[124],"categories.":[125]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}