{"id":"https://openalex.org/W3091459859","doi":"https://doi.org/10.1007/978-3-030-59713-9_24","title":"Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using Deep Learning with Integrative Imaging, Molecular and Demographic Data","display_name":"Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using Deep Learning with Integrative Imaging, Molecular and Demographic Data","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3091459859","doi":"https://doi.org/10.1007/978-3-030-59713-9_24","mag":"3091459859"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-59713-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59713-9_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5090147550","display_name":"Hongyi Duanmu","orcid":"https://orcid.org/0000-0002-5707-0515"},"institutions":[{"id":"https://openalex.org/I4210087560","display_name":"Stony Brook School","ror":"https://ror.org/003wx9n05","country_code":"US","type":"education","lineage":["https://openalex.org/I4210087560"]},{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hongyi Duanmu","raw_affiliation_strings":["Department of Computer Science, Stony Brook University, New York, USA","Department of Radiology, Stony Brook School of Medicine, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Stony Brook University, New York, USA","institution_ids":["https://openalex.org/I59553526"]},{"raw_affiliation_string":"Department of Radiology, Stony Brook School of Medicine, New York, USA","institution_ids":["https://openalex.org/I4210087560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077827879","display_name":"Pauline Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087560","display_name":"Stony Brook School","ror":"https://ror.org/003wx9n05","country_code":"US","type":"education","lineage":["https://openalex.org/I4210087560"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pauline Boning Huang","raw_affiliation_strings":["Department of Radiology, Stony Brook School of Medicine, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Stony Brook School of Medicine, New York, USA","institution_ids":["https://openalex.org/I4210087560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076560131","display_name":"Srinidhi Brahmavar","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srinidhi Brahmavar","raw_affiliation_strings":["Department of Computer Science, Stony Brook University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Stony Brook University, New York, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053028385","display_name":"Stephanie K. Lin","orcid":"https://orcid.org/0000-0003-2822-9985"},"institutions":[{"id":"https://openalex.org/I4210087560","display_name":"Stony Brook School","ror":"https://ror.org/003wx9n05","country_code":"US","type":"education","lineage":["https://openalex.org/I4210087560"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie Lin","raw_affiliation_strings":["Department of Radiology, Stony Brook School of Medicine, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Stony Brook School of Medicine, New York, USA","institution_ids":["https://openalex.org/I4210087560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042577093","display_name":"Thomas Ren","orcid":"https://orcid.org/0000-0001-7851-6646"},"institutions":[{"id":"https://openalex.org/I4210087560","display_name":"Stony Brook School","ror":"https://ror.org/003wx9n05","country_code":"US","type":"education","lineage":["https://openalex.org/I4210087560"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Ren","raw_affiliation_strings":["Department of Radiology, Stony Brook School of Medicine, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Stony Brook School of Medicine, New York, USA","institution_ids":["https://openalex.org/I4210087560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066949209","display_name":"Jun Kong","orcid":"https://orcid.org/0000-0001-8757-8339"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Kong","raw_affiliation_strings":["Department of Mathematics and Statistics, Georgia State University, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Georgia State University, Atlanta, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100704639","display_name":"Fusheng Wang","orcid":"https://orcid.org/0000-0002-9369-9361"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fusheng Wang","raw_affiliation_strings":["Department of Biomedical Informatics, Stony Brook University, New York, USA","Department of Computer Science, Stony Brook University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Stony Brook University, New York, USA","institution_ids":["https://openalex.org/I59553526"]},{"raw_affiliation_string":"Department of Computer Science, Stony Brook University, New York, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011639304","display_name":"Timothy Q. Duong","orcid":"https://orcid.org/0000-0001-6403-2827"},"institutions":[{"id":"https://openalex.org/I4210087560","display_name":"Stony Brook School","ror":"https://ror.org/003wx9n05","country_code":"US","type":"education","lineage":["https://openalex.org/I4210087560"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim Q. Duong","raw_affiliation_strings":["Department of Radiology, Stony Brook School of Medicine, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Stony Brook School of Medicine, New York, USA","institution_ids":["https://openalex.org/I4210087560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5090147550"],"corresponding_institution_ids":["https://openalex.org/I4210087560","https://openalex.org/I59553526"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":14.0304,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.99076139,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9998999834060669,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9998999834060669,"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/T10862","display_name":"AI in cancer detection","score":0.9986000061035156,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9983999729156494,"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/breast-cancer","display_name":"Breast cancer","score":0.7243861556053162},{"id":"https://openalex.org/keywords/concatenation","display_name":"Concatenation (mathematics)","score":0.7159146070480347},{"id":"https://openalex.org/keywords/neoadjuvant-therapy","display_name":"Neoadjuvant therapy","score":0.5693011283874512},{"id":"https://openalex.org/keywords/chemotherapy","display_name":"Chemotherapy","score":0.5552284717559814},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5105989575386047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4718458652496338},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.43820497393608093},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4338783919811249},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4138840436935425},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.4102873206138611},{"id":"https://openalex.org/keywords/radiation-treatment-planning","display_name":"Radiation treatment planning","score":0.41013437509536743},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3933083415031433},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3736686706542969},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.35271352529525757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28064507246017456},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.248392254114151},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.22502869367599487}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7243861556053162},{"id":"https://openalex.org/C87619178","wikidata":"https://www.wikidata.org/wiki/Q126002","display_name":"Concatenation (mathematics)","level":2,"score":0.7159146070480347},{"id":"https://openalex.org/C2778292576","wikidata":"https://www.wikidata.org/wiki/Q6991934","display_name":"Neoadjuvant therapy","level":4,"score":0.5693011283874512},{"id":"https://openalex.org/C2776694085","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Chemotherapy","level":2,"score":0.5552284717559814},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5105989575386047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4718458652496338},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.43820497393608093},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4338783919811249},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4138840436935425},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.4102873206138611},{"id":"https://openalex.org/C201645570","wikidata":"https://www.wikidata.org/wiki/Q830637","display_name":"Radiation treatment planning","level":3,"score":0.41013437509536743},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3933083415031433},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3736686706542969},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.35271352529525757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28064507246017456},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.248392254114151},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.22502869367599487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-59713-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59713-9_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W42220393","https://openalex.org/W58801888","https://openalex.org/W1686810756","https://openalex.org/W1928278792","https://openalex.org/W1998399571","https://openalex.org/W2006816753","https://openalex.org/W2038833688","https://openalex.org/W2075894019","https://openalex.org/W2083927153","https://openalex.org/W2123045220","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2588797718","https://openalex.org/W2742282063","https://openalex.org/W2766525994","https://openalex.org/W2792052180","https://openalex.org/W2803458993","https://openalex.org/W2890163592","https://openalex.org/W2896886167","https://openalex.org/W2898373323","https://openalex.org/W2919115771","https://openalex.org/W2949117887","https://openalex.org/W2998950563","https://openalex.org/W3000072063","https://openalex.org/W6679338098"],"related_works":["https://openalex.org/W2373577936","https://openalex.org/W4221148444","https://openalex.org/W4387678054","https://openalex.org/W2389596151","https://openalex.org/W3095575180","https://openalex.org/W4306784355","https://openalex.org/W2169308097","https://openalex.org/W3091984855","https://openalex.org/W2150768546","https://openalex.org/W3167790492"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
