{"id":"https://openalex.org/W4214817200","doi":"https://doi.org/10.1109/ieeeconf53345.2021.9723389","title":"Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices","display_name":"Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices","publication_year":2021,"publication_date":"2021-10-31","ids":{"openalex":"https://openalex.org/W4214817200","doi":"https://doi.org/10.1109/ieeeconf53345.2021.9723389"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf53345.2021.9723389","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf53345.2021.9723389","pdf_url":null,"source":{"id":"https://openalex.org/S4363607877","display_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","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/A5075716459","display_name":"Merlin A. Nau","orcid":"https://orcid.org/0009-0006-6468-0270"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Merlin A. Nau","raw_affiliation_strings":["Northwestern University,Department of Computer Science,Evanston,USA","Department of Computer Science, Northwestern University, Evanston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Computer Science,Evanston,USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050854567","display_name":"Florian Schiffers","orcid":"https://orcid.org/0000-0003-3959-5163"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Florian Schiffers","raw_affiliation_strings":["Northwestern University,Department of Computer Science,Evanston,USA","Department of Computer Science, Northwestern University, Evanston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Computer Science,Evanston,USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100778543","display_name":"Yunhao Li","orcid":"https://orcid.org/0000-0002-7337-1748"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunhao Li","raw_affiliation_strings":["Northwestern University,Department of Computer Science,Evanston,USA","Department of Computer Science, Northwestern University, Evanston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Computer Science,Evanston,USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101480785","display_name":"Bingjie Xu","orcid":"https://orcid.org/0009-0009-3191-8176"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bingjie Xu","raw_affiliation_strings":["Northwestern University,Department of Computer Science,Evanston,USA","Department of Computer Science, Northwestern University, Evanston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Computer Science,Evanston,USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101619735","display_name":"Andreas Maier","orcid":"https://orcid.org/0000-0002-9550-5284"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andreas Maier","raw_affiliation_strings":["Friedrich-Alexander-Universität Erlangen-Nürnberg,Pattern Recognition Lab,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universität Erlangen-Nürnberg,Pattern Recognition Lab,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002694895","display_name":"Jack Tumblin","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jack Tumblin","raw_affiliation_strings":["Northwestern University,Department of Computer Science,Evanston,USA","Department of Computer Science, Northwestern University, Evanston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Computer Science,Evanston,USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103392194","display_name":"Marc K. Walton","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marc Walton","raw_affiliation_strings":["Northwestern University,Center for Scientific Studies in the Arts,Evanston,USA","Center for Scientific Studies in the Arts, Northwestern University, Evanston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Center for Scientific Studies in the Arts,Evanston,USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Center for Scientific Studies in the Arts, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048650003","display_name":"Aggelos K. Katsaggelos","orcid":"https://orcid.org/0000-0003-4554-0070"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aggelos K. Katsaggelos","raw_affiliation_strings":["Northwestern University,Department of Computer Science,Evanston,USA","Department of Computer Science, Northwestern University, Evanston, USA","Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA","Department of Radiology, Northwestern University, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Computer Science,Evanston,USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Radiology, Northwestern University, Chicago, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069603431","display_name":"Florian Willomitzer","orcid":"https://orcid.org/0000-0003-1563-1131"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Florian Willomitzer","raw_affiliation_strings":["Northwestern University,Department of Electrical and Computer Engineering,Evanston,USA","Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Electrical and Computer Engineering,Evanston,USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081128203","display_name":"Oliver Cossairt","orcid":"https://orcid.org/0000-0003-0501-0163"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oliver Cossairt","raw_affiliation_strings":["Northwestern University,Department of Computer Science,Evanston,USA","Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA","Department of Computer Science, Northwestern University, Evanston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Computer Science,Evanston,USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2007","issue":null,"first_page":"873","last_page":"875"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9983000159263611,"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":0.9983000159263611,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9944000244140625,"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"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.7186161875724792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6994725465774536},{"id":"https://openalex.org/keywords/commodity","display_name":"Commodity","score":0.5340230464935303},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5064865350723267},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4896138310432434},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4668963849544525},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.45378750562667847},{"id":"https://openalex.org/keywords/photography","display_name":"Photography","score":0.44885796308517456},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4401414096355438},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.4169559180736542},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3817341923713684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36842501163482666},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1952883005142212}],"concepts":[{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.7186161875724792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6994725465774536},{"id":"https://openalex.org/C2779439359","wikidata":"https://www.wikidata.org/wiki/Q317088","display_name":"Commodity","level":2,"score":0.5340230464935303},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5064865350723267},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4896138310432434},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4668963849544525},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.45378750562667847},{"id":"https://openalex.org/C119657128","wikidata":"https://www.wikidata.org/wiki/Q11633","display_name":"Photography","level":2,"score":0.44885796308517456},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4401414096355438},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.4169559180736542},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3817341923713684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36842501163482666},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1952883005142212},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf53345.2021.9723389","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf53345.2021.9723389","pdf_url":null,"source":{"id":"https://openalex.org/S4363607877","display_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1967191491","https://openalex.org/W2068748159","https://openalex.org/W2069151375","https://openalex.org/W2073403704","https://openalex.org/W2075120320","https://openalex.org/W2099120699","https://openalex.org/W2100810849","https://openalex.org/W2125416623","https://openalex.org/W2133741965","https://openalex.org/W2138127543","https://openalex.org/W2197110667","https://openalex.org/W2306666006","https://openalex.org/W2471962767","https://openalex.org/W2616153054","https://openalex.org/W2762953766","https://openalex.org/W2802371615","https://openalex.org/W2922069956","https://openalex.org/W3008982455","https://openalex.org/W3091268787","https://openalex.org/W3127275142","https://openalex.org/W3195530928","https://openalex.org/W6675302214","https://openalex.org/W6745688157"],"related_works":["https://openalex.org/W4385791615","https://openalex.org/W2349010557","https://openalex.org/W2528823524","https://openalex.org/W794439364","https://openalex.org/W2357153109","https://openalex.org/W2899956008","https://openalex.org/W2603177951","https://openalex.org/W4200140830","https://openalex.org/W2088009925","https://openalex.org/W1983701811"],"abstract_inverted_index":{"Computational":[0],"photography":[1],"has":[2],"become":[3],"a":[4,78],"valuable":[5,37],"field":[6],"of":[7,51,88,113],"interest":[8],"for":[9,26,106],"dermatologists.":[10],"Current":[11],"telemedical":[12],"approaches":[13],"mainly":[14],"use":[15],"two-dimensional":[16],"(2D)":[17],"color":[18],"imagery,":[19],"which":[20],"cannot":[21],"always":[22],"capture":[23],"sufficient":[24],"information":[25],"the":[27,43,56,59,62,111],"physician.":[28],"In":[29],"clinical":[30,52],"practice":[31],"dedicated":[32],"imaging":[33,53],"systems":[34,54],"can":[35],"acquire":[36],"three-dimensional":[38],"(3D)":[39],"data":[40],"to":[41,61],"improve":[42],"patients":[44],"outcome":[45],"[1],":[46],"[2].":[47],"The":[48,75],"major":[49],"drawback":[50],"is":[55],"price":[57],"and":[58,109],"availability":[60],"broad":[63],"audience.":[64],"We":[65],"tackle":[66],"this":[67],"problem":[68],"by":[69],"providing":[70],"an":[71],"open-source":[72],"software":[73],"framework.":[74],"framework":[76],"uses":[77],"photometric":[79],"stereo-inspired":[80],"gradient":[81],"illumination":[82],"technique,":[83],"enabling":[84],"detailed":[85],"3D":[86],"measurements":[87],"fine":[89],"skin":[90,114],"structures,":[91],"like":[92],"fingerprints.":[93],"Especially":[94],"in":[95],"vastly":[96],"populated":[97],"or":[98],"underdeveloped":[99],"areas,":[100],"our":[101],"system":[102],"could":[103],"show":[104],"benefits":[105],"initial":[107],"diagnosis":[108],"documenting":[110],"evolution":[112],"diseases.":[115]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}