{"id":"https://openalex.org/W4387211839","doi":"https://doi.org/10.1007/978-3-031-43904-9_73","title":"Joint Prediction of\u00a0Response to\u00a0Therapy, Molecular Traits, and\u00a0Spatial Organisation in\u00a0Colorectal Cancer Biopsies","display_name":"Joint Prediction of\u00a0Response to\u00a0Therapy, Molecular Traits, and\u00a0Spatial Organisation in\u00a0Colorectal Cancer Biopsies","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387211839","doi":"https://doi.org/10.1007/978-3-031-43904-9_73"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43904-9_73","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43904-9_73","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/A5022811778","display_name":"Ruby Wood","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ruby Wood","raw_affiliation_strings":["Big Data Institute, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Oxford, UK","Department of Engineering Science, University of Oxford, Oxford, UK"],"raw_orcid":"https://orcid.org/0000-0001-9916-888X","affiliations":[{"raw_affiliation_string":"Big Data Institute, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Oxford, UK","institution_ids":["https://openalex.org/I4210142469","https://openalex.org/I40120149"]},{"raw_affiliation_string":"Department of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085287318","display_name":"Enric Domingo","orcid":"https://orcid.org/0000-0003-4390-8767"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Enric Domingo","raw_affiliation_strings":["Department of Oncology, University of Oxford, Oxford, UK"],"raw_orcid":"https://orcid.org/0000-0003-4390-8767","affiliations":[{"raw_affiliation_string":"Department of Oncology, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037405971","display_name":"Korsuk Sirinukunwattana","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Korsuk Sirinukunwattana","raw_affiliation_strings":["Big Data Institute, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Oxford, UK","Department of Engineering Science, University of Oxford, Oxford, UK"],"raw_orcid":"https://orcid.org/0000-0002-3603-4435","affiliations":[{"raw_affiliation_string":"Big Data Institute, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Oxford, UK","institution_ids":["https://openalex.org/I4210142469","https://openalex.org/I40120149"]},{"raw_affiliation_string":"Department of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077058928","display_name":"Maxime W. Lafarge","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210100468","display_name":"University Hospital of Zurich","ror":"https://ror.org/01462r250","country_code":"CH","type":"funder","lineage":["https://openalex.org/I4210100468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Maxime W. Lafarge","raw_affiliation_strings":["Computational and Translational Pathology Group, Department of Pathology and Molecular Pathology, University Hospital and University of Z\u00fcrich, Z\u00fcrich, 8091, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational and Translational Pathology Group, Department of Pathology and Molecular Pathology, University Hospital and University of Z\u00fcrich, Z\u00fcrich, 8091, Switzerland","institution_ids":["https://openalex.org/I4210100468","https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001240413","display_name":"Viktor H. Koelzer","orcid":"https://orcid.org/0000-0001-9206-4885"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210100468","display_name":"University Hospital of Zurich","ror":"https://ror.org/01462r250","country_code":"CH","type":"funder","lineage":["https://openalex.org/I4210100468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Viktor H. Koelzer","raw_affiliation_strings":["Computational and Translational Pathology Group, Department of Pathology and Molecular Pathology, University Hospital and University of Z\u00fcrich, Z\u00fcrich, 8091, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-9206-4885","affiliations":[{"raw_affiliation_string":"Computational and Translational Pathology Group, Department of Pathology and Molecular Pathology, University Hospital and University of Z\u00fcrich, Z\u00fcrich, 8091, Switzerland","institution_ids":["https://openalex.org/I4210100468","https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088658336","display_name":"Tim Maughan","orcid":"https://orcid.org/0000-0002-0580-5065"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Timothy S. Maughan","raw_affiliation_strings":["Department of Oncology, University of Oxford, Oxford, UK"],"raw_orcid":"https://orcid.org/0000-0002-0580-5065","affiliations":[{"raw_affiliation_string":"Department of Oncology, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027416348","display_name":"Jens Rittscher","orcid":"https://orcid.org/0000-0002-8528-8298"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jens Rittscher","raw_affiliation_strings":["Big Data Institute, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Oxford, UK","Department of Engineering Science, University of Oxford, Oxford, UK","Nuffield Department of Medicine, University of Oxford, Oxford, UK"],"raw_orcid":"https://orcid.org/0000-0002-8528-8298","affiliations":[{"raw_affiliation_string":"Big Data Institute, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Oxford, UK","institution_ids":["https://openalex.org/I4210142469","https://openalex.org/I40120149"]},{"raw_affiliation_string":"Department of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Nuffield Department of Medicine, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5022811778"],"corresponding_institution_ids":["https://openalex.org/I40120149","https://openalex.org/I4210142469"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3686,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83547387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"758","last_page":"767"},"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":0.996399998664856,"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":0.996399998664856,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9894999861717224,"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/T10862","display_name":"AI in cancer detection","score":0.9873999953269958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9399468898773193},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.6363758444786072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6019877791404724},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.5410394072532654},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4680126905441284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.441893607378006},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4326874017715454},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3704295754432678},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3320878744125366},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.22160494327545166}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9399468898773193},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.6363758444786072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6019877791404724},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.5410394072532654},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4680126905441284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.441893607378006},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4326874017715454},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3704295754432678},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3320878744125366},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.22160494327545166},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-43904-9_73","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43904-9_73","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"},{"id":"pmh:oai:www.zora.uzh.ch:253121","is_oa":false,"landing_page_url":"https://www.zora.uzh.ch/253121","pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wood, Ruby; Domingo, Enric; Sirinukunwattana, Korsuk; Lafarge, Maxime W; Koelzer, Viktor H; Maughan, Timothy S; Rittscher, Jens  (2023). Joint Prediction of Response to Therapy, Molecular Traits, and Spatial Organisation in Colorectal Cancer Biopsies. In: Greenspan, Hayit; Madabhushi, Anant; Mousavi, Parvin; Salcudean, Septimiu; Duncan, James; Syeda-Mahmood, Tanveer; Taylor, Russell. Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2023. Cham: Springer, 758-767.","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7692565448","display_name":null,"funder_award_id":"MR/M016587/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1894792744","https://openalex.org/W1901129140","https://openalex.org/W1934094702","https://openalex.org/W2101585919","https://openalex.org/W2118246710","https://openalex.org/W2282915343","https://openalex.org/W2988856610","https://openalex.org/W3037093791","https://openalex.org/W3043602140","https://openalex.org/W3090852973","https://openalex.org/W3091149861","https://openalex.org/W3131526166","https://openalex.org/W3159481202","https://openalex.org/W3177290741","https://openalex.org/W3184808953","https://openalex.org/W3205802794","https://openalex.org/W4291903684","https://openalex.org/W4292325804","https://openalex.org/W4304014045","https://openalex.org/W4312894074"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W1986582023","https://openalex.org/W2883749686","https://openalex.org/W2966829450","https://openalex.org/W4315864862"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
