{"id":"https://openalex.org/W3171863530","doi":"https://doi.org/10.1109/dese51703.2020.9450750","title":"Dermoscopy Cancer Detection and Classification using Geometric Feature based on Resource Constraints Device (Jetson Nano)","display_name":"Dermoscopy Cancer Detection and Classification using Geometric Feature based on Resource Constraints Device (Jetson Nano)","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3171863530","doi":"https://doi.org/10.1109/dese51703.2020.9450750","mag":"3171863530"},"language":"en","primary_location":{"id":"doi:10.1109/dese51703.2020.9450750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese51703.2020.9450750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 13th International Conference on Developments in eSystems Engineering (DeSE)","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/A5062125413","display_name":"Amjad Rehman","orcid":"https://orcid.org/0000-0002-3817-2655"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Amjad Rehman","raw_affiliation_strings":["AIDA Lab CCIS, Prince Sultan University Riyadh KSA"],"affiliations":[{"raw_affiliation_string":"AIDA Lab CCIS, Prince Sultan University Riyadh KSA","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058360502","display_name":"Hikmat Yar","orcid":"https://orcid.org/0000-0002-0774-4067"},"institutions":[{"id":"https://openalex.org/I206573129","display_name":"Islamia College University","ror":"https://ror.org/02p2c1595","country_code":"PK","type":"education","lineage":["https://openalex.org/I206573129"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hikmat Yar","raw_affiliation_strings":["Islamia College Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Islamia College Peshawar, Pakistan","institution_ids":["https://openalex.org/I206573129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101850517","display_name":"Noor Ayesha","orcid":"https://orcid.org/0000-0003-1439-3418"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Noor Ayesha","raw_affiliation_strings":["School of Clinical Medicine, Zhengzhou University, Zhengzhou, Henan, China"],"affiliations":[{"raw_affiliation_string":"School of Clinical Medicine, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042357679","display_name":"Tariq Sadad","orcid":"https://orcid.org/0000-0002-0078-7849"},"institutions":[{"id":"https://openalex.org/I192392021","display_name":"University of Central Punjab","ror":"https://ror.org/04g0mqe67","country_code":"PK","type":"education","lineage":["https://openalex.org/I192392021"]},{"id":"https://openalex.org/I160968435","display_name":"University of Sargodha","ror":"https://ror.org/0086rpr26","country_code":"PK","type":"education","lineage":["https://openalex.org/I160968435"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Tariq Sadad","raw_affiliation_strings":["University of Central Punjab Sargodha Campus, Pakistan"],"affiliations":[{"raw_affiliation_string":"University of Central Punjab Sargodha Campus, Pakistan","institution_ids":["https://openalex.org/I160968435","https://openalex.org/I192392021"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062125413"],"corresponding_institution_ids":["https://openalex.org/I142024983"],"apc_list":null,"apc_paid":null,"fwci":0.1675,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.55063869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"412","last_page":"417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10862","display_name":"AI in cancer detection","score":0.9440000057220459,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11144","display_name":"melanin and skin pigmentation","score":0.9174000024795532,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.7189036011695862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.679674506187439},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6008188724517822},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.5983447432518005},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.5621989965438843},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5323809385299683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5317063927650452},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5195579528808594},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49970507621765137},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47983381152153015},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.4609426259994507},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44136494398117065},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.4343582093715668},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.42094963788986206},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.33753782510757446},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32877224683761597},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.26872771978378296},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.19038480520248413}],"concepts":[{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.7189036011695862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.679674506187439},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6008188724517822},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.5983447432518005},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.5621989965438843},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5323809385299683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5317063927650452},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5195579528808594},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49970507621765137},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47983381152153015},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.4609426259994507},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44136494398117065},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.4343582093715668},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.42094963788986206},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.33753782510757446},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32877224683761597},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26872771978378296},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19038480520248413},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dese51703.2020.9450750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese51703.2020.9450750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 13th International Conference on Developments in eSystems Engineering (DeSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327702","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1998451602","https://openalex.org/W2000024105","https://openalex.org/W2021707668","https://openalex.org/W2094325372","https://openalex.org/W2157993873","https://openalex.org/W2256917630","https://openalex.org/W2485954569","https://openalex.org/W2509625121","https://openalex.org/W2519099455","https://openalex.org/W2625036941","https://openalex.org/W2759589131","https://openalex.org/W2762629640","https://openalex.org/W2765983405","https://openalex.org/W2789587241","https://openalex.org/W2793759634","https://openalex.org/W2885716029","https://openalex.org/W2887392554","https://openalex.org/W2894754687","https://openalex.org/W2912530199","https://openalex.org/W2914033837","https://openalex.org/W2917303411","https://openalex.org/W2924072309","https://openalex.org/W2939794185","https://openalex.org/W2944988845","https://openalex.org/W2951719807","https://openalex.org/W2954113789","https://openalex.org/W2963853763","https://openalex.org/W2966069643","https://openalex.org/W2967240347","https://openalex.org/W2970321969","https://openalex.org/W2975268300","https://openalex.org/W2980862244","https://openalex.org/W2985742815","https://openalex.org/W2995166707","https://openalex.org/W2999950187","https://openalex.org/W3006630357","https://openalex.org/W3013898854","https://openalex.org/W3017771109","https://openalex.org/W3039776238","https://openalex.org/W3042392478","https://openalex.org/W3046874697","https://openalex.org/W6739268145","https://openalex.org/W6744693692","https://openalex.org/W6753216738","https://openalex.org/W6776069628"],"related_works":["https://openalex.org/W4242329534","https://openalex.org/W2885487958","https://openalex.org/W4382790990","https://openalex.org/W2161255812","https://openalex.org/W2146868224","https://openalex.org/W2809448688","https://openalex.org/W4225262127","https://openalex.org/W4361856360","https://openalex.org/W4313456516","https://openalex.org/W3216187379"],"abstract_inverted_index":{"Skin":[0],"cancer":[1,29,65,148],"is":[2,21,30],"actually":[3],"considered":[4],"one":[5],"of":[6,12,27,35,52,80,85,90,94,117,130,143],"the":[7,22,33,50,68,72,101,107,115,144,150],"most":[8,23],"harmful":[9],"human":[10],"types":[11],"cancer.":[13,53],"It":[14],"exists":[15],"in":[16,46,71,141],"many":[17],"types,":[18],"but":[19],"melanoma":[20,28],"severe.":[24],"Early":[25],"detection":[26,66],"valuable":[31],"for":[32,49,63,146],"treatment":[34],"patients.":[36],"For":[37],"this":[38],"function,":[39],"computer":[40],"vision":[41],"plays":[42],"a":[43,83],"major":[44],"role":[45],"medical":[47],"imaging":[48],"diagnosis":[51],"Using":[54],"Jetson":[55],"Nano,":[56],"we":[57],"established":[58],"an":[59,91],"image":[60],"processing":[61],"method":[62,152],"skin":[64,131,147],"at":[67],"initial":[69],"stage":[70],"proposed":[73,76,151],"work.":[74],"The":[75],"research":[77],"framework":[78],"consists":[79],"five":[81],"phases:":[82],"collection":[84],"dermoscopic":[86],"images,":[87,133],"grayscale":[88],"conversion":[89],"image,":[92],"area":[93],"interest":[95],"segmentation,":[96],"and":[97,109,122,126],"noise":[98],"removal.":[99],"Finally,":[100],"lesion":[102,108,132],"features":[103],"are":[104,135],"extracted":[105],"from":[106],"categorized":[110],"into":[111],"three":[112],"groups":[113],"with":[114],"aid":[116],"ABCD":[118],"rules:":[119],"benign,":[120],"suspicious":[121],"malignant.":[123],"On":[124],"PH2":[125],"ISIC":[127],"data":[128],"sets":[129],"experiments":[134],"performed.":[136],"Compared":[137],"to":[138],"those":[139],"published":[140],"state":[142],"art":[145],"identification,":[149],"has":[153],"shown":[154],"better":[155],"results.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}