{"id":"https://openalex.org/W4312685467","doi":"https://doi.org/10.1145/3554944.3554952","title":"Gaze-Guided Class Activation Mapping: Leverage Human Visual Attention for Network Attention in Chest X-rays Classification","display_name":"Gaze-Guided Class Activation Mapping: Leverage Human Visual Attention for Network Attention in Chest X-rays Classification","publication_year":2022,"publication_date":"2022-08-16","ids":{"openalex":"https://openalex.org/W4312685467","doi":"https://doi.org/10.1145/3554944.3554952"},"language":"en","primary_location":{"id":"doi:10.1145/3554944.3554952","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3554944.3554952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Symposium on Visual Information Communication and Interaction","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/A5012596033","display_name":"Hongzhi Zhu","orcid":"https://orcid.org/0000-0002-4351-3549"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hongzhi Zhu","raw_affiliation_strings":["University of British Columbia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028375560","display_name":"Septimiu E. Salcudean","orcid":"https://orcid.org/0000-0001-8826-8025"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Septimiu Salcudean","raw_affiliation_strings":["University of British Columbia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088844445","display_name":"Robert Rohling","orcid":"https://orcid.org/0000-0001-9026-8147"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Robert Rohling","raw_affiliation_strings":["University of British Columbia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11894","display_name":"Radiology practices and education","score":0.9869999885559082,"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/leverage","display_name":"Leverage (statistics)","score":0.7956501841545105},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.6963651776313782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6400414705276489},{"id":"https://openalex.org/keywords/visual-attention","display_name":"Visual attention","score":0.6291671395301819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5856684446334839},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5002808570861816},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4600519835948944},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20354780554771423},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1821964979171753},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.0915946364402771}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7956501841545105},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.6963651776313782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6400414705276489},{"id":"https://openalex.org/C2986089797","wikidata":"https://www.wikidata.org/wiki/Q6501338","display_name":"Visual attention","level":3,"score":0.6291671395301819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5856684446334839},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5002808570861816},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4600519835948944},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20354780554771423},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1821964979171753},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0915946364402771}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3554944.3554952","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3554944.3554952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Symposium on Visual Information Communication and Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2407797316","https://openalex.org/W2611650229","https://openalex.org/W2752782242","https://openalex.org/W2807476029","https://openalex.org/W2807876212","https://openalex.org/W2884585870","https://openalex.org/W2889901932","https://openalex.org/W2891288863","https://openalex.org/W2922325549","https://openalex.org/W2936701675","https://openalex.org/W2962858109","https://openalex.org/W2963163009","https://openalex.org/W2963466845","https://openalex.org/W2971464184","https://openalex.org/W2990854389","https://openalex.org/W3019459555","https://openalex.org/W3026970552","https://openalex.org/W3028325591","https://openalex.org/W3031262893","https://openalex.org/W3035253074","https://openalex.org/W3036881855","https://openalex.org/W3041125678","https://openalex.org/W3041498386","https://openalex.org/W3082402367","https://openalex.org/W3086523768","https://openalex.org/W3092018978","https://openalex.org/W3101156210","https://openalex.org/W3101842892","https://openalex.org/W3103376464","https://openalex.org/W3139379779","https://openalex.org/W3163992391","https://openalex.org/W3176482836","https://openalex.org/W3177079919","https://openalex.org/W4210487241","https://openalex.org/W4212798902","https://openalex.org/W4236965008","https://openalex.org/W4250821708"],"related_works":["https://openalex.org/W2385108104","https://openalex.org/W2161294397","https://openalex.org/W2012644758","https://openalex.org/W2753186118","https://openalex.org/W3089421211","https://openalex.org/W2152511669","https://openalex.org/W4322630379","https://openalex.org/W2056921885","https://openalex.org/W2589004002","https://openalex.org/W2944285124"],"abstract_inverted_index":{"The":[0],"attention":[1,23,40],"mechanism":[2],"in":[3],"artificial":[4,20],"neural":[5,38],"networks":[6],"is":[7],"conceptually":[8],"interlinked":[9],"with":[10,41],"human":[11,22,45],"visual":[12,35,46],"attention,":[13],"and":[14],"studies":[15],"have":[16],"shown":[17],"that":[18],"either":[19],"or":[21],"can":[24],"facilitate":[25],"computer":[26],"vision":[27],"tasks.":[28],"However,":[29],"little":[30],"research":[31],"has":[32],"investigated":[33],"the":[34,42],"interpretation":[36],"of":[37,44],"network\u2019s":[39],"help":[43],"attention.":[47]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
