{"id":"https://openalex.org/W4409361385","doi":"https://doi.org/10.1609/aaai.v39i28.35279","title":"Ensuring Class-Conditional Coverage for Pathological Workflows (Student Abstract)","display_name":"Ensuring Class-Conditional Coverage for Pathological Workflows (Student Abstract)","publication_year":2025,"publication_date":"2025-04-11","ids":{"openalex":"https://openalex.org/W4409361385","doi":"https://doi.org/10.1609/aaai.v39i28.35279"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v39i28.35279","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v39i28.35279","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/35279/37434","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.aaai.org/index.php/AAAI/article/download/35279/37434","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117110917","display_name":"Siddharth Narendra","orcid":null},"institutions":[{"id":"https://openalex.org/I13567498","display_name":"Odisha University of Agriculture and Technology","ror":"https://ror.org/03tg0z446","country_code":"IN","type":"education","lineage":["https://openalex.org/I13567498"]},{"id":"https://openalex.org/I4400600923","display_name":"Odisha University of Technology and Research","ror":"https://ror.org/031jmyr19","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600923"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siddharth Narendra","raw_affiliation_strings":["Odisha University of Technology and Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Odisha University of Technology and Research","institution_ids":["https://openalex.org/I13567498","https://openalex.org/I4400600923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054414216","display_name":"Shubham Ojha","orcid":"https://orcid.org/0009-0007-0061-575X"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shubham Ojha","raw_affiliation_strings":["Cincinnati Children\u2019s Hospital Medical Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cincinnati Children\u2019s Hospital Medical Center","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Aditya Narendra","orcid":null},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aditya Narendra","raw_affiliation_strings":["Cincinnati Children\u2019s Hospital Medical Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cincinnati Children\u2019s Hospital Medical Center","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Abhay Kshirsagar","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhay Kshirsagar","raw_affiliation_strings":["University of Illinois Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117110918","display_name":"Abhisek Mallick","orcid":null},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Abhisek Mallick","raw_affiliation_strings":["Northeastern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0771099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"28","first_page":"29436","last_page":"29438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11314","display_name":"Clinical Laboratory Practices and Quality Control","score":0.8988999724388123,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T11314","display_name":"Clinical Laboratory Practices and Quality Control","score":0.8988999724388123,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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":0.7925000190734863,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.7278137803077698},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6592751741409302},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.5058355331420898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46015363931655884},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3894587755203247},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35660505294799805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22719410061836243},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1551571786403656},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.07130485773086548},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.06065577268600464}],"concepts":[{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.7278137803077698},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6592751741409302},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.5058355331420898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46015363931655884},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3894587755203247},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35660505294799805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22719410061836243},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1551571786403656},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07130485773086548},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.06065577268600464}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1609/aaai.v39i28.35279","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v39i28.35279","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/35279/37434","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v39i28.35279","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v39i28.35279","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/35279/37434","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409361385.pdf","grobid_xml":"https://content.openalex.org/works/W4409361385.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1981780420","https://openalex.org/W2365243064","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W2901074640"],"abstract_inverted_index":{"Conformal":[0],"Prediction":[1],"(CP)":[2],"is":[3,31,46,111],"an":[4],"uncertainty":[5],"quantification":[6],"framework":[7],"that":[8,42,95],"provides":[9],"prediction":[10,23,50,107],"sets":[11],"with":[12],"a":[13,80,99,124],"user-specified":[14,29,100],"probability":[15,30,41,101],"to":[16,39,61,85,89,134],"include":[17],"the":[18,22,28,40,43,49,106,112,118,128,135],"true":[19,44,113],"class":[20,97,130],"in":[21,48,105,127],"set.":[24],"This":[25,77],"guarantee":[26],"on":[27],"known":[32],"as":[33,74],"marginal":[34],"coverage.":[35],"Marginal":[36],"coverage":[37,63,92,131],"refers":[38],"label":[45],"included":[47,104],"set,":[51],"averaged":[52],"over":[53],"all":[54],"test":[55],"samples.":[56],"However,":[57],"this":[58,121],"can":[59],"lead":[60],"inconsistent":[62],"across":[64],"different":[65],"classes,":[66],"constraining":[67],"its":[68],"suitability":[69],"for":[70],"high-stakes":[71],"applications":[72],"such":[73],"pathological":[75],"workflows.":[76],"study":[78],"implements":[79],"Classwise":[81],"CP":[82,137],"method":[83],"applied":[84],"two":[86],"cancer":[87],"datasets":[88],"achieve":[90],"class-conditional":[91],"which":[93],"ensures":[94],"each":[96],"has":[98],"of":[102,120],"being":[103],"set":[108],"when":[109],"it":[110],"label.":[114],"Our":[115],"results":[116],"demonstrate":[117],"effectiveness":[119],"approach":[122],"through":[123],"significant":[125],"reduction":[126],"average":[129],"gap":[132],"compared":[133],"Baseline":[136],"method.":[138]},"counts_by_year":[],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
