{"id":"https://openalex.org/W3105600128","doi":"https://doi.org/10.48550/arxiv.2011.07482","title":"Towards Trainable Saliency Maps in Medical Imaging","display_name":"Towards Trainable Saliency Maps in Medical Imaging","publication_year":2020,"publication_date":"2020-11-15","ids":{"openalex":"https://openalex.org/W3105600128","doi":"https://doi.org/10.48550/arxiv.2011.07482","mag":"3105600128"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2011.07482","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.07482","pdf_url":"https://arxiv.org/pdf/2011.07482","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2011.07482","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108746658","display_name":"Mehak Aggarwal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aggarwal, Mehak","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Harvard University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Harvard University ,","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086797294","display_name":"Nishanth Arun","orcid":"https://orcid.org/0000-0003-1424-4703","observed_orcids":["https://orcid.org/0000-0003-1424-4703"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arun, Nishanth","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Harvard University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Harvard University ,","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061185081","display_name":"Sharut Gupta","orcid":"https://orcid.org/0000-0003-1848-9935","observed_orcids":["https://orcid.org/0000-0003-1848-9935"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gupta, Sharut","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Harvard University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Harvard University ,","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085828518","display_name":"Ashwin Vaswani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vaswani, Ashwin","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Harvard University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Harvard University ,","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081706247","display_name":"Bryan Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen, Bryan","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Harvard University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Harvard University ,","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001701963","display_name":"Matthew Li","orcid":"https://orcid.org/0000-0002-6207-4940","observed_orcids":["https://orcid.org/0000-0002-6207-4940"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li, Matthew","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Harvard University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Harvard University ,","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039622318","display_name":"Ken Chang","orcid":"https://orcid.org/0000-0001-6956-5059","observed_orcids":["https://orcid.org/0000-0001-6956-5059","https://orcid.org/0009-0003-7024-0659"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chang, Ken","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Massachusetts Institute of Technology , Cambridge , MA , USA","Harvard University","Massachusetts Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Massachusetts Institute of Technology , Cambridge , MA , USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Massachusetts Institute of Technology","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073840305","display_name":"Jay Patel","orcid":"https://orcid.org/0000-0002-8507-795X","observed_orcids":["https://orcid.org/0000-0002-8507-795X"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patel, Jay","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Massachusetts Institute of Technology , Cambridge , MA , USA","Harvard University","Massachusetts Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Massachusetts Institute of Technology , Cambridge , MA , USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Massachusetts Institute of Technology","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084424287","display_name":"Katherine Hoebel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hoebel, Katherine","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Harvard University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Harvard University ,","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051528362","display_name":"Mishka Gidwani","orcid":"https://orcid.org/0000-0002-8477-2539","observed_orcids":["https://orcid.org/0000-0002-8477-2539"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gidwani, Mishka","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Harvard University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Harvard University ,","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039535916","display_name":"Jayashree Kalpathy\u2013Cramer","orcid":"https://orcid.org/0000-0001-8906-9618","observed_orcids":["https://orcid.org/0000-0001-8906-9618"]},"institutions":[{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kalpathy-Cramer, Jayashree","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Medical Informatics & Clinical Epidemiology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Medical Informatics & Clinical Epidemiology","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065482711","display_name":"Praveer Singh","orcid":"https://orcid.org/0000-0001-6641-2030","observed_orcids":["https://orcid.org/0000-0001-6641-2030"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Singh, Praveer","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","Massachusetts Institute of Technology , Cambridge , MA , USA","Harvard University","Massachusetts Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging , Boston , MA , USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Massachusetts Institute of Technology , Cambridge , MA , USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Massachusetts Institute of Technology","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9961000084877014,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9961000084877014,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.002199999988079071,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.0006000000284984708,"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/explainable-deep-learning","display_name":"explainable deep learning","score":0.8019999861717224},{"id":"https://openalex.org/keywords/medical-image-analysis","display_name":"medical image analysis","score":0.5669999718666077},{"id":"https://openalex.org/keywords/pneumonia-detection","display_name":"pneumonia detection","score":0.859000027179718},{"id":"https://openalex.org/keywords/model-interpretability","display_name":"model interpretability","score":0.6269999742507935},{"id":"https://openalex.org/keywords/black-box-decision-making","display_name":"black-box decision-making","score":0.7440000176429749},{"id":"https://openalex.org/keywords/automated-diagnosis","display_name":"automated diagnosis","score":0.5180000066757202}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7387005090713501},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.7006350159645081},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6313996315002441},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5990200042724609},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5895308256149292},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.49413159489631653},{"id":"https://openalex.org/C200288055","wikidata":"https://www.wikidata.org/wiki/Q2621792","display_name":"Element (criminal law)","level":2,"score":0.4137963652610779},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14195853471755981},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2011.07482","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.07482","pdf_url":"https://arxiv.org/pdf/2011.07482","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2011.07482","doi":"https://doi.org/10.48550/arxiv.2011.07482","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2011.07482","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2011.07482","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.07482","pdf_url":"https://arxiv.org/pdf/2011.07482","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5683000087738037}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, justice, and strong institutions","score":0.7900000214576721}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1497819277","https://openalex.org/W1563795667","https://openalex.org/W1686810756","https://openalex.org/W2088032731","https://openalex.org/W2738853914","https://openalex.org/W2939788146","https://openalex.org/W2949650786","https://openalex.org/W3047009350"],"related_works":["https://openalex.org/W3047009350","https://openalex.org/W4286436505","https://openalex.org/W4399922062","https://openalex.org/W3040811174","https://openalex.org/W4319299724","https://openalex.org/W7196962239","https://openalex.org/W7167345884","https://openalex.org/W4304083970","https://openalex.org/W3108932871","https://openalex.org/W2981207735"],"abstract_inverted_index":{"While":[0,41],"success":[1],"of":[2,96,141],"Deep":[3],"Learning":[4],"(DL)":[5],"in":[6,49],"automated":[7],"diagnosis":[8],"can":[9],"be":[10],"transformative":[11],"to":[12,24,45,59,72,130],"the":[13,97,139],"medicinal":[14],"practice":[15],"especially":[16],"for":[17],"people":[18],"with":[19,94,120],"little":[20],"or":[21],"no":[22],"access":[23],"doctors,":[25],"its":[26],"widespread":[27],"acceptability":[28],"is":[29],"severely":[30],"limited":[31],"by":[32],"inherent":[33],"black-box":[34],"decision":[35],"making":[36],"and":[37,76,79,106,125],"unsafe":[38],"failure":[39],"modes.":[40],"saliency":[42,100],"methods":[43],"attempt":[44],"tackle":[46],"this":[47,63,83],"problem":[48],"non-medical":[50],"contexts,":[51],"their":[52],"apriori":[53],"explanations":[54],"do":[55],"not":[56],"transfer":[57],"well":[58],"medical":[60],"usecases.":[61],"With":[62],"study":[64],"we":[65],"validate":[66],"a":[67,108,121,127],"model":[68,77],"design":[69],"element":[70,84],"agnostic":[71],"both":[73],"architecture":[74],"complexity":[75],"task,":[78],"show":[80],"how":[81],"introducing":[82],"gives":[85],"an":[86,148],"inherently":[87],"self-explanatory":[88],"model.":[89],"We":[90,117,136],"compare":[91],"our":[92,114,142],"results":[93],"state":[95],"art":[98],"non-trainable":[99],"maps":[101],"on":[102],"RSNA":[103],"Pneumonia":[104],"Dataset":[105],"demonstrate":[107],"much":[109],"higher":[110],"localization":[111],"efficacy":[112],"using":[113],"adopted":[115],"technique.":[116],"also":[118],"compare,":[119],"fully":[122],"supervised":[123],"baseline":[124],"provide":[126],"reasonable":[128],"alternative":[129],"it's":[131],"high":[132],"data":[133],"labelling":[134],"overhead.":[135],"further":[137],"investigate":[138],"validity":[140],"claims":[143],"through":[144],"qualitative":[145],"evaluation":[146],"from":[147],"expert":[149],"reader.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-22T18:32:59.640997","created_date":"2020-11-23T00:00:00"}
