{"id":"https://openalex.org/W4392185184","doi":"https://doi.org/10.1145/3632047.3632050","title":"Uncertainty Quantification for Eosinophil Segmentation","display_name":"Uncertainty Quantification for Eosinophil Segmentation","publication_year":2023,"publication_date":"2023-09-22","ids":{"openalex":"https://openalex.org/W4392185184","doi":"https://doi.org/10.1145/3632047.3632050"},"language":"en","primary_location":{"id":"doi:10.1145/3632047.3632050","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632047.3632050","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632047.3632050","source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3632047.3632050","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101441969","display_name":"Kevin Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kevin Lin","raw_affiliation_strings":["School of Data Science, University of Virginia, USA"],"raw_orcid":"https://orcid.org/0000-0002-4968-0532","affiliations":[{"raw_affiliation_string":"School of Data Science, University of Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086462231","display_name":"Donald E. Brown","orcid":"https://orcid.org/0000-0002-9140-2632"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donald Brown","raw_affiliation_strings":["School of Data Science, University of Virginia, USA"],"raw_orcid":"https://orcid.org/0000-0002-9140-2632","affiliations":[{"raw_affiliation_string":"School of Data Science, University of Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021341057","display_name":"Sana Syed","orcid":"https://orcid.org/0000-0003-0954-0583"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sana Syed","raw_affiliation_strings":["Department of Pediatric Gastroenterology, University of Virginia, USA"],"raw_orcid":"https://orcid.org/0000-0003-0954-0583","affiliations":[{"raw_affiliation_string":"Department of Pediatric Gastroenterology, University of Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067513281","display_name":"A. Greene","orcid":"https://orcid.org/0009-0004-3979-5813"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Greene","raw_affiliation_strings":["Department of Pediatric Gastroenterology, University of Virginia, USA"],"raw_orcid":"https://orcid.org/0009-0004-3979-5813","affiliations":[{"raw_affiliation_string":"Department of Pediatric Gastroenterology, University of Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101441969"],"corresponding_institution_ids":["https://openalex.org/I51556381"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4011359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12538","display_name":"Eosinophilic Esophagitis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12538","display_name":"Eosinophilic Esophagitis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12600","display_name":"Eosinophilic Disorders and Syndromes","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T12528","display_name":"IL-33, ST2, and ILC Pathways","score":0.9681000113487244,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/eosinophil","display_name":"Eosinophil","score":0.6462899446487427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5893466472625732},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.491190642118454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42445603013038635},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32121771574020386},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14331385493278503},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.11750823259353638}],"concepts":[{"id":"https://openalex.org/C2777037409","wikidata":"https://www.wikidata.org/wiki/Q107238","display_name":"Eosinophil","level":3,"score":0.6462899446487427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5893466472625732},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.491190642118454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42445603013038635},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32121771574020386},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14331385493278503},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.11750823259353638},{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3632047.3632050","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632047.3632050","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632047.3632050","source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3632047.3632050","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632047.3632050","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632047.3632050","source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1299923577","display_name":null,"funder_award_id":"K23DK117061","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G1663752184","display_name":null,"funder_award_id":"R01DK132369","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G2441847723","display_name":null,"funder_award_id":"K23DK117061-01A1","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3903614746","display_name":null,"funder_award_id":"R01DK132369","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G6818040096","display_name":null,"funder_award_id":"K23DK117061-01A1","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392185184.pdf","grobid_xml":"https://content.openalex.org/works/W4392185184.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2034453465","https://openalex.org/W2072486390","https://openalex.org/W2525196199","https://openalex.org/W2592285292","https://openalex.org/W2766530444","https://openalex.org/W2904422658","https://openalex.org/W3014596384","https://openalex.org/W3129469040","https://openalex.org/W3132356259","https://openalex.org/W3134774296","https://openalex.org/W3179601479","https://openalex.org/W4240940827"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2096044583","https://openalex.org/W2334146506","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Eosinophilic":[0],"Esophagitis":[1],"(EoE)":[2],"is":[3],"an":[4,37,57,102],"allergic":[5],"condition":[6],"increasing":[7],"in":[8,81,101,120],"prevalence.":[9],"To":[10],"diagnose":[11],"EoE,":[12],"pathologists":[13,119],"must":[14,49],"find":[15],"15":[16],"or":[17,29],"more":[18],"eosinophils":[19],"within":[20],"a":[21,31,78],"single":[22],"high-power":[23],"field":[24],"(400X":[25],"magnification).":[26],"Determining":[27],"whether":[28],"not":[30],"patient":[32],"has":[33],"EoE":[34],"can":[35,98],"be":[36,99],"arduous":[38],"process":[39],"and":[40,53,117],"any":[41],"medical":[42],"imaging":[43],"approaches":[44],"used":[45],"to":[46,84,87,105,111],"assist":[47,118],"diagnosis":[48],"consider":[50],"both":[51],"efficiency":[52],"precision.":[54],"We":[55],"propose":[56],"improvement":[58],"of":[59],"Adorno":[60],"et":[61],"al\u2019s":[62],"approach":[63,73,80],"for":[64],"quantifying":[65],"eosinphils":[66],"using":[67],"deep":[68,82,93,113],"image":[69,104],"segmentation.":[70],"Our":[71],"new":[72],"leverages":[74],"Monte":[75],"Carlo":[76],"Dropout,":[77],"common":[79],"learning":[83,94,114],"reduce":[85],"overfitting,":[86],"provide":[88,109],"uncertainty":[89,97],"quantification":[90],"on":[91],"current":[92],"models.":[95],"The":[96],"visualized":[100],"output":[103],"evaluate":[106],"model":[107],"performance,":[108],"insight":[110],"how":[112],"algorithms":[115],"function,":[116],"identifying":[121],"eosinophils.":[122]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}