{"id":"https://openalex.org/W4296195044","doi":"https://doi.org/10.1007/978-3-031-16961-8_18","title":"Characterizing Continual Learning Scenarios for\u00a0Tumor Classification in\u00a0Histopathology Images","display_name":"Characterizing Continual Learning Scenarios for\u00a0Tumor Classification in\u00a0Histopathology Images","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4296195044","doi":"https://doi.org/10.1007/978-3-031-16961-8_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16961-8_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16961-8_18","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/A5014141811","display_name":"Veena Kaustaban","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Veena Kaustaban","raw_affiliation_strings":["Roche Sequencing Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Roche Sequencing Solutions, Santa Clara, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008488668","display_name":"Qinle Ba","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qinle Ba","raw_affiliation_strings":["Roche Sequencing Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Roche Sequencing Solutions, Santa Clara, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103047716","display_name":"Ipshita Bhattacharya","orcid":"https://orcid.org/0000-0003-1976-5372"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ipshita Bhattacharya","raw_affiliation_strings":["Roche Sequencing Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Roche Sequencing Solutions, Santa Clara, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016018855","display_name":"Nahil Sobh","orcid":"https://orcid.org/0000-0001-6952-3465"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nahil Sobh","raw_affiliation_strings":["Roche Sequencing Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Roche Sequencing Solutions, Santa Clara, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103122403","display_name":"Satarupa Mukherjee","orcid":"https://orcid.org/0000-0002-4526-8620"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Satarupa Mukherjee","raw_affiliation_strings":["Roche Sequencing Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Roche Sequencing Solutions, Santa Clara, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035016916","display_name":"Jim Martin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jim Martin","raw_affiliation_strings":["Roche Sequencing Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Roche Sequencing Solutions, Santa Clara, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111891918","display_name":"Mohammad Saleh Miri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammad Saleh Miri","raw_affiliation_strings":["Roche Sequencing Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Roche Sequencing Solutions, Santa Clara, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060838212","display_name":"Christoph Guetter","orcid":"https://orcid.org/0000-0001-9870-613X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christoph Guetter","raw_affiliation_strings":["Roche Sequencing Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Roche Sequencing Solutions, Santa Clara, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045160408","display_name":"Amal Chaturvedi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amal Chaturvedi","raw_affiliation_strings":["Roche Sequencing Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Roche Sequencing Solutions, Santa Clara, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5014141811"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3715,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83917705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","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":0.7833019495010376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6846872568130493},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6115276217460632},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.575812578201294},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4837617874145508},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.4836753308773041},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4492623805999756},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32472479343414307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7833019495010376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6846872568130493},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6115276217460632},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.575812578201294},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4837617874145508},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.4836753308773041},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4492623805999756},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32472479343414307},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-16961-8_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16961-8_18","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":21,"referenced_works":["https://openalex.org/W2062177968","https://openalex.org/W2132162500","https://openalex.org/W2194775991","https://openalex.org/W2296073425","https://openalex.org/W2473930607","https://openalex.org/W2504150216","https://openalex.org/W2560647685","https://openalex.org/W2772723798","https://openalex.org/W2793314278","https://openalex.org/W2804175194","https://openalex.org/W2914568698","https://openalex.org/W2956228567","https://openalex.org/W2964189064","https://openalex.org/W3082248862","https://openalex.org/W3158431029","https://openalex.org/W3159068118","https://openalex.org/W3199837968","https://openalex.org/W3202253200","https://openalex.org/W3202770052","https://openalex.org/W4285552260","https://openalex.org/W6743770100"],"related_works":["https://openalex.org/W4312200629","https://openalex.org/W4213299466","https://openalex.org/W4318957922","https://openalex.org/W3031818154","https://openalex.org/W2960456850","https://openalex.org/W2946016983","https://openalex.org/W4318834068","https://openalex.org/W4281382123","https://openalex.org/W4312685930","https://openalex.org/W4322727400"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}