{"id":"https://openalex.org/W2980030301","doi":"https://doi.org/10.1109/tmi.2019.2945514","title":"Deep Neural Networks Improve Radiologists\u2019 Performance in Breast Cancer Screening","display_name":"Deep Neural Networks Improve Radiologists\u2019 Performance in Breast Cancer Screening","publication_year":2019,"publication_date":"2019-10-07","ids":{"openalex":"https://openalex.org/W2980030301","doi":"https://doi.org/10.1109/tmi.2019.2945514","mag":"2980030301","pmid":"https://pubmed.ncbi.nlm.nih.gov/31603772"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2019.2945514","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2019.2945514","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/9055242/08861376.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/42/9055242/08861376.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067875697","display_name":"Nan Wu","orcid":"https://orcid.org/0000-0002-4953-5933"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nan Wu","raw_affiliation_strings":["Center for Data Science, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Data Science, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047763717","display_name":"Jason Phang","orcid":"https://orcid.org/0000-0003-3522-1869"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Phang","raw_affiliation_strings":["Center for Data Science, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Data Science, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035602695","display_name":"Jungkyu Park","orcid":"https://orcid.org/0000-0001-5117-9651"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jungkyu Park","raw_affiliation_strings":["Center for Data Science, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Data Science, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003735451","display_name":"Yiqiu Shen","orcid":"https://orcid.org/0000-0002-7726-2514"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiqiu Shen","raw_affiliation_strings":["Center for Data Science, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Data Science, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101465746","display_name":"Zhe Huang","orcid":"https://orcid.org/0000-0003-3794-9749"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhe Huang","raw_affiliation_strings":["Center for Data Science, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Data Science, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030995179","display_name":"Masha Zorin","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I36672615","display_name":"Courant Institute of Mathematical Sciences","ror":"https://ror.org/037tm7f56","country_code":"US","type":"education","lineage":["https://openalex.org/I36672615","https://openalex.org/I57206974"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Masha Zorin","raw_affiliation_strings":["NYU Courant Institute of Mathematical Sciences, New York University, New York, USA","University of Cambridge, Cambridge, U.K"],"affiliations":[{"raw_affiliation_string":"NYU Courant Institute of Mathematical Sciences, New York University, New York, USA","institution_ids":["https://openalex.org/I36672615","https://openalex.org/I57206974"]},{"raw_affiliation_string":"University of Cambridge, Cambridge, U.K","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024552077","display_name":"Stanis\u0142aw Jastrz\u0229bski","orcid":"https://orcid.org/0000-0003-4138-1818"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Stanislaw Jastrzebski","raw_affiliation_strings":["Faculty of Mathematics and Information Technologies, Jagiellonian University, Krak\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Information Technologies, Jagiellonian University, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024882131","display_name":"Thibault F\u00e9vry","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thibault Fevry","raw_affiliation_strings":["Center for Data Science, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Data Science, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066183018","display_name":"Joe Katsnelson","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joe Katsnelson","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100779045","display_name":"Eric Kim","orcid":"https://orcid.org/0000-0001-5242-0291"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Kim","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015601146","display_name":"Stacey Wolfson","orcid":"https://orcid.org/0000-0002-6071-7615"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stacey Wolfson","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087140048","display_name":"Ujas Parikh","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ujas Parikh","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011148206","display_name":"Sushma Gaddam","orcid":"https://orcid.org/0000-0002-0210-4394"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sushma Gaddam","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032028241","display_name":"Leng Leng Young Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leng Leng Young Lin","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034307048","display_name":"Kara Ho","orcid":null},"institutions":[{"id":"https://openalex.org/I181697535","display_name":"SUNY Downstate Health Sciences University","ror":"https://ror.org/0041qmd21","country_code":"US","type":"education","lineage":["https://openalex.org/I181697535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kara Ho","raw_affiliation_strings":["SUNY Downstate College of Medicine, New York, USA"],"affiliations":[{"raw_affiliation_string":"SUNY Downstate College of Medicine, New York, USA","institution_ids":["https://openalex.org/I181697535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080266107","display_name":"Joshua D. Weinstein","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua D. Weinstein","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049693451","display_name":"Beatriu Reig","orcid":"https://orcid.org/0000-0002-6577-8601"},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Beatriu Reig","raw_affiliation_strings":["Perlmutter Cancer Center, NYU Langone Health, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Perlmutter Cancer Center, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210086933"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103268532","display_name":"Yiming Gao","orcid":"https://orcid.org/0000-0002-0238-7398"},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiming Gao","raw_affiliation_strings":["Perlmutter Cancer Center, NYU Langone Health, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Perlmutter Cancer Center, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210086933"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110859459","display_name":"Hildegard Toth","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hildegard Toth","raw_affiliation_strings":["Perlmutter Cancer Center, NYU Langone Health, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Perlmutter Cancer Center, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210086933"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073856737","display_name":"Kristine Pysarenko","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristine Pysarenko","raw_affiliation_strings":["Perlmutter Cancer Center, NYU Langone Health, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Perlmutter Cancer Center, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210086933"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089302664","display_name":"Alana A. Lewin","orcid":"https://orcid.org/0000-0002-7990-4701"},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alana Lewin","raw_affiliation_strings":["Perlmutter Cancer Center, NYU Langone Health, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Perlmutter Cancer Center, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210086933"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030795927","display_name":"Jiyon Lee","orcid":"https://orcid.org/0000-0003-0036-8828"},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiyon Lee","raw_affiliation_strings":["Perlmutter Cancer Center, NYU Langone Health, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Perlmutter Cancer Center, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210086933"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023208090","display_name":"Krystal Airola","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Krystal Airola","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065077493","display_name":"Eralda Mema","orcid":"https://orcid.org/0000-0002-0238-0516"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eralda Mema","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050180670","display_name":"Stephanie Chung","orcid":"https://orcid.org/0000-0002-5821-1834"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie Chung","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087440640","display_name":"Esther Hwang","orcid":"https://orcid.org/0000-0002-6317-2518"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Esther Hwang","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007346529","display_name":"Naziya Samreen","orcid":"https://orcid.org/0000-0002-3693-787X"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naziya Samreen","raw_affiliation_strings":["School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064880629","display_name":"Sungheon Kim","orcid":"https://orcid.org/0000-0002-6288-0678"},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I4210145671","display_name":"Advanced Imaging Research (United States)","ror":"https://ror.org/047c3xe48","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145671"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Gene Kim","raw_affiliation_strings":["Center for Advanced Imaging Innovation and Research, NYU Langone Health, New York, USA","Perlmutter Cancer Center, NYU Langone Health, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Advanced Imaging Innovation and Research, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210145671"]},{"raw_affiliation_string":"Perlmutter Cancer Center, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210086933"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080296152","display_name":"Laura Heacock","orcid":"https://orcid.org/0000-0002-0900-0459"},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laura Heacock","raw_affiliation_strings":["Perlmutter Cancer Center, NYU Langone Health, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Perlmutter Cancer Center, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210086933"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054427605","display_name":"Linda Moy","orcid":"https://orcid.org/0000-0001-9564-9360"},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I4210145671","display_name":"Advanced Imaging Research (United States)","ror":"https://ror.org/047c3xe48","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145671"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linda Moy","raw_affiliation_strings":["Center for Advanced Imaging Innovation and Research, NYU Langone Health, New York, USA","Perlmutter Cancer Center, NYU Langone Health, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Advanced Imaging Innovation and Research, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210145671"]},{"raw_affiliation_string":"Perlmutter Cancer Center, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210086933"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091175785","display_name":"Kyunghyun Cho","orcid":"https://orcid.org/0000-0003-1669-3211"},"institutions":[{"id":"https://openalex.org/I36672615","display_name":"Courant Institute of Mathematical Sciences","ror":"https://ror.org/037tm7f56","country_code":"US","type":"education","lineage":["https://openalex.org/I36672615","https://openalex.org/I57206974"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyunghyun Cho","raw_affiliation_strings":["Center for Data Science, New York University, New York, USA","Courant Institute of Mathematical Sciences, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Data Science, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Courant Institute of Mathematical Sciences, New York University, New York, USA","institution_ids":["https://openalex.org/I36672615","https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010954824","display_name":"Krzysztof J. Geras","orcid":"https://orcid.org/0000-0003-0549-1446"},"institutions":[{"id":"https://openalex.org/I4210145671","display_name":"Advanced Imaging Research (United States)","ror":"https://ror.org/047c3xe48","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145671"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Krzysztof J. Geras","raw_affiliation_strings":["Center for Advanced Imaging Innovation and Research, NYU Langone Health, New York, USA","Center for Data Science, New York University, New York, USA","School of Medicine, New York University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Center for Advanced Imaging Innovation and Research, NYU Langone Health, New York, USA","institution_ids":["https://openalex.org/I4210145671"]},{"raw_affiliation_string":"Center for Data Science, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"School of Medicine, New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":32,"corresponding_author_ids":["https://openalex.org/A5067875697"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":44.9433,"has_fulltext":true,"cited_by_count":656,"citation_normalized_percentile":{"value":0.99849042,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"39","issue":"4","first_page":"1184","last_page":"1194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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/T10862","display_name":"AI in cancer detection","score":1.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9993000030517578,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9889000058174133,"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/computer-science","display_name":"Computer science","score":0.7730486392974854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6651835441589355},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6252535581588745},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6088132858276367},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5877513289451599},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5385211110115051},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5228143930435181},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5014553070068359},{"id":"https://openalex.org/keywords/breast-cancer-screening","display_name":"Breast cancer screening","score":0.5012357234954834},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.4380122423171997},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4247291088104248},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41575708985328674},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.3489585816860199},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2582815885543823},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1444193422794342},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07201135158538818}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7730486392974854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6651835441589355},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6252535581588745},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6088132858276367},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5877513289451599},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5385211110115051},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5228143930435181},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5014553070068359},{"id":"https://openalex.org/C2778491387","wikidata":"https://www.wikidata.org/wiki/Q17011492","display_name":"Breast cancer screening","level":5,"score":0.5012357234954834},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.4380122423171997},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4247291088104248},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41575708985328674},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.3489585816860199},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2582815885543823},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1444193422794342},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07201135158538818},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000072177","descriptor_name":"Radiologists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072177","descriptor_name":"Radiologists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072177","descriptor_name":"Radiologists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2019.2945514","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2019.2945514","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/9055242/08861376.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:31603772","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31603772","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7427471","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7427471","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/tmi.2019.2945514","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2019.2945514","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/9055242/08861376.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1904042686","display_name":null,"funder_award_id":"P41EB017183","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2519553748","display_name":null,"funder_award_id":"EB017183","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8000583795","display_name":null,"funder_award_id":"R21CA225175","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2980030301.pdf","grobid_xml":"https://content.openalex.org/works/W2980030301.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W41027960","https://openalex.org/W304373761","https://openalex.org/W1508572307","https://openalex.org/W1522301498","https://openalex.org/W1534477342","https://openalex.org/W1569801496","https://openalex.org/W1686810756","https://openalex.org/W1917647701","https://openalex.org/W2010924087","https://openalex.org/W2024102370","https://openalex.org/W2060461430","https://openalex.org/W2108598243","https://openalex.org/W2154579312","https://openalex.org/W2163605009","https://openalex.org/W2170552969","https://openalex.org/W2194775991","https://openalex.org/W2287418003","https://openalex.org/W2493683088","https://openalex.org/W2588570836","https://openalex.org/W2604665028","https://openalex.org/W2728829052","https://openalex.org/W2731422065","https://openalex.org/W2736374171","https://openalex.org/W2751658105","https://openalex.org/W2761969486","https://openalex.org/W2786672974","https://openalex.org/W2801301435","https://openalex.org/W2899593323","https://openalex.org/W2901743512","https://openalex.org/W2908709606","https://openalex.org/W2913340405","https://openalex.org/W2913774342","https://openalex.org/W2918598741","https://openalex.org/W2919115771","https://openalex.org/W2962835968","https://openalex.org/W2962843773","https://openalex.org/W2963446712","https://openalex.org/W2964121744","https://openalex.org/W2964189045","https://openalex.org/W2964275459","https://openalex.org/W2964348594","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6682751323","https://openalex.org/W6684191040","https://openalex.org/W6696078910","https://openalex.org/W6731475621","https://openalex.org/W6736591718","https://openalex.org/W6741822985","https://openalex.org/W6743791534","https://openalex.org/W6748816842","https://openalex.org/W6751203453","https://openalex.org/W6755842985"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4399254932","https://openalex.org/W2897267175"],"abstract_inverted_index":{"We":[0,45,176],"present":[1],"a":[2,51,69,79,93,119,136,147,180,190,193,215],"deep":[3],"convolutional":[4],"neural":[5,197],"network":[6,24,72,80,90,114],"for":[7,107],"breast":[8],"cancer":[9,35],"screening":[10,43,116,156,227],"exam":[11],"classification,":[12,118],"trained,":[13],"and":[14,61,103,159,235],"evaluated":[15],"on":[16,41,115,222],"over":[17],"200000":[18],"exams":[19],"(over":[20],"1000000":[21],"images).":[22],"Our":[23,56,241],"achieves":[25],"an":[26,132],"AUC":[27],"of":[28,34,96,101,138,186,195,204,218,225,237],"0.895":[29],"in":[30,36,131],"predicting":[31],"the":[32,37,42,47,113,173,184,205,226,229],"presence":[33],"breast,":[38],"when":[39,170],"tested":[40],"population.":[44],"attribute":[46],"high":[48],"accuracy":[49],"to":[50,67,73],"few":[52],"technical":[53],"advances.":[54],"1)":[55],"network's":[57,220],"novel":[58],"two-stage":[59],"architecture":[60],"training":[62,232],"procedure,":[63,233],"which":[64],"allows":[65],"us":[66],"use":[68],"high-capacity":[70],"patch-level":[71],"learn":[74],"from":[75,82],"pixel-level":[76],"labels":[77],"alongside":[78],"learning":[81],"macroscopic":[83],"breast-level":[84],"labels.":[85,125],"2)":[86],"A":[87],"custom":[88],"ResNet-based":[89],"used":[91],"as":[92,165,167],"building":[94],"block":[95],"our":[97,143,162,196,211,219],"model,":[98,144,182],"whose":[99],"balance":[100],"depth":[102],"width":[104],"is":[105,164,199],"optimized":[106],"high-resolution":[108],"medical":[109],"images.":[110],"3)":[111],"Pretraining":[112],"BI-RADS":[117],"related":[120],"task":[121],"with":[122,150,172,192],"more":[123,200],"noisy":[124],"4)":[126],"Combining":[127],"multiple":[128],"input":[129],"views":[130],"optimal":[133],"way":[134],"among":[135],"number":[137],"possible":[139],"choices.":[140],"To":[141,208],"validate":[142],"we":[145,213],"conducted":[146],"reader":[148],"study":[149],"14":[151],"readers,":[152],"each":[153],"reading":[154],"720":[155],"mammogram":[157],"exams,":[158],"show":[160,178],"that":[161,179],"model":[163],"accurate":[166,201],"experienced":[168],"radiologists":[169],"presented":[171],"same":[174],"data.":[175],"also":[177],"hybrid":[181],"averaging":[183],"probability":[185],"malignancy":[187],"predicted":[188],"by":[189],"radiologist":[191],"prediction":[194],"network,":[198],"than":[202],"either":[203],"two":[206],"separately.":[207],"further":[209],"understand":[210],"results,":[212],"conduct":[214],"thorough":[216],"analysis":[217],"performance":[221],"different":[223],"subpopulations":[224],"population,":[228],"model's":[230],"design,":[231],"errors,":[234],"properties":[236],"its":[238],"internal":[239],"representations.":[240],"best":[242],"models":[243],"are":[244],"publicly":[245],"available":[246],"at":[247],"https://github.com/nyukat/breast_cancer_classifier.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":83},{"year":2024,"cited_by_count":128},{"year":2023,"cited_by_count":119},{"year":2022,"cited_by_count":120},{"year":2021,"cited_by_count":112},{"year":2020,"cited_by_count":70},{"year":2019,"cited_by_count":9}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
