{"id":"https://openalex.org/W4389213272","doi":"https://doi.org/10.1007/978-3-031-47401-9_10","title":"Cellular Features Based Interpretable Network for Classifying Cell-Of-Origin from Whole Slide Images for Diffuse Large B-cell Lymphoma Patients","display_name":"Cellular Features Based Interpretable Network for Classifying Cell-Of-Origin from Whole Slide Images for Diffuse Large B-cell Lymphoma Patients","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389213272","doi":"https://doi.org/10.1007/978-3-031-47401-9_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-47401-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47401-9_10","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/A5038851501","display_name":"Qiangqiang Gu","orcid":"https://orcid.org/0000-0003-3258-3557"},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qiangqiang Gu","raw_affiliation_strings":["Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA"],"affiliations":[{"raw_affiliation_string":"Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA","institution_ids":["https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008304867","display_name":"Nazim Shaikh","orcid":null},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nazim Shaikh","raw_affiliation_strings":["Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA"],"affiliations":[{"raw_affiliation_string":"Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA","institution_ids":["https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079193805","display_name":"Ping-chang Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ping-chang Lin","raw_affiliation_strings":["Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA"],"affiliations":[{"raw_affiliation_string":"Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA","institution_ids":["https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077001631","display_name":"Srinath Jayachandran","orcid":"https://orcid.org/0000-0002-1461-6805"},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srinath Jayachandran","raw_affiliation_strings":["Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA"],"affiliations":[{"raw_affiliation_string":"Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA","institution_ids":["https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016812057","display_name":"Prasanna Porwal","orcid":"https://orcid.org/0000-0003-2268-7504"},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prasanna Porwal","raw_affiliation_strings":["Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA"],"affiliations":[{"raw_affiliation_string":"Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA","institution_ids":["https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075381883","display_name":"Li Xiao","orcid":"https://orcid.org/0000-0003-0188-4023"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiao Li","raw_affiliation_strings":["Genentech, Inc., South San Francisco, CA, 94080, USA","University of British Columbia, Vancouver, Canada"],"affiliations":[{"raw_affiliation_string":"Genentech, Inc., South San Francisco, CA, 94080, USA","institution_ids":[]},{"raw_affiliation_string":"University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101057617","display_name":"Yao Nie","orcid":"https://orcid.org/0009-0003-3005-0033"},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao Nie","raw_affiliation_strings":["Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA"],"affiliations":[{"raw_affiliation_string":"Roche Diagnostic Solutions, Santa Clara, CA, 95050, USA","institution_ids":["https://openalex.org/I129302853"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038851501"],"corresponding_institution_ids":["https://openalex.org/I129302853"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.392,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85057213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"106"},"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":0.995199978351593,"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":0.995199978351593,"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":0.9866999983787537,"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/T11316","display_name":"Mycobacterium research and diagnosis","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7412267923355103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7396261692047119},{"id":"https://openalex.org/keywords/diffuse-large-b-cell-lymphoma","display_name":"Diffuse large B-cell lymphoma","score":0.7089951038360596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7013781666755676},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.607340931892395},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.596097469329834},{"id":"https://openalex.org/keywords/lymphoma","display_name":"Lymphoma","score":0.5459337830543518},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4644470512866974},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45718666911125183},{"id":"https://openalex.org/keywords/germinal-center","display_name":"Germinal center","score":0.44456595182418823},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.41693252325057983},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41183996200561523},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3336808979511261},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.28084707260131836},{"id":"https://openalex.org/keywords/b-cell","display_name":"B cell","score":0.23564442992210388},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1803014874458313}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7412267923355103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7396261692047119},{"id":"https://openalex.org/C2778559949","wikidata":"https://www.wikidata.org/wiki/Q2626074","display_name":"Diffuse large B-cell lymphoma","level":3,"score":0.7089951038360596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7013781666755676},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.607340931892395},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.596097469329834},{"id":"https://openalex.org/C2779338263","wikidata":"https://www.wikidata.org/wiki/Q208414","display_name":"Lymphoma","level":2,"score":0.5459337830543518},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4644470512866974},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45718666911125183},{"id":"https://openalex.org/C96926380","wikidata":"https://www.wikidata.org/wiki/Q1737968","display_name":"Germinal center","level":4,"score":0.44456595182418823},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.41693252325057983},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41183996200561523},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3336808979511261},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.28084707260131836},{"id":"https://openalex.org/C2778453870","wikidata":"https://www.wikidata.org/wiki/Q188930","display_name":"B cell","level":3,"score":0.23564442992210388},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1803014874458313},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C159654299","wikidata":"https://www.wikidata.org/wiki/Q79460","display_name":"Antibody","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-47401-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47401-9_10","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1984872172","https://openalex.org/W2013536196","https://openalex.org/W2015159529","https://openalex.org/W2147246240","https://openalex.org/W2767128594","https://openalex.org/W3001425747","https://openalex.org/W3026792888","https://openalex.org/W3033473204","https://openalex.org/W3162970443","https://openalex.org/W3217139496","https://openalex.org/W4283381496","https://openalex.org/W4295817238"],"related_works":["https://openalex.org/W2220838850","https://openalex.org/W2144311569","https://openalex.org/W4250397071","https://openalex.org/W2952813363","https://openalex.org/W4378678253","https://openalex.org/W2911497689","https://openalex.org/W4360783045","https://openalex.org/W3176438653","https://openalex.org/W2770149305","https://openalex.org/W2972076240"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}