{"id":"https://openalex.org/W4411532026","doi":"https://doi.org/10.1007/978-3-031-96235-6_1","title":"An Ensemble Approach to\u00a0Predict Immunotherapy Efficacy in\u00a0Non-Small Cell Lung Cancer Using Digital Pathology","display_name":"An Ensemble Approach to\u00a0Predict Immunotherapy Efficacy in\u00a0Non-Small Cell Lung Cancer Using Digital Pathology","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411532026","doi":"https://doi.org/10.1007/978-3-031-96235-6_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-96235-6_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-96235-6_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"conference-paper","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/A5106932472","display_name":"A. Zec","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156707","display_name":"Fondazione IRCCS Istituto Nazionale dei Tumori","ror":"https://ror.org/05dwj7825","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210156707"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Aleksandra Zec","raw_affiliation_strings":["Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy","Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy","institution_ids":["https://openalex.org/I4210156707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118590126","display_name":"Marcello Matteo Declich","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marcello Matteo Declich","raw_affiliation_strings":["Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031887462","display_name":"Matteo Antonio Sacco","orcid":"https://orcid.org/0000-0002-1750-3742"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matteo Sacco","raw_affiliation_strings":["Department of Medicine - Section of Hematology/Oncology, University of Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine - Section of Hematology/Oncology, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039887680","display_name":"Francesco Trov\u00f2","orcid":"https://orcid.org/0000-0001-5796-7667"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Trov\u00f2","raw_affiliation_strings":["Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070936189","display_name":"Daniele Lorenzini","orcid":"https://orcid.org/0000-0002-1425-3354"},"institutions":[{"id":"https://openalex.org/I4210156707","display_name":"Fondazione IRCCS Istituto Nazionale dei Tumori","ror":"https://ror.org/05dwj7825","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210156707"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Lorenzini","raw_affiliation_strings":["Department of Diagnostic Innovation, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Diagnostic Innovation, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy","institution_ids":["https://openalex.org/I4210156707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072550519","display_name":"Arsela Prelaj","orcid":"https://orcid.org/0000-0002-3863-088X"},"institutions":[{"id":"https://openalex.org/I4210156707","display_name":"Fondazione IRCCS Istituto Nazionale dei Tumori","ror":"https://ror.org/05dwj7825","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210156707"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Arsela Prelaj","raw_affiliation_strings":["Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy","institution_ids":["https://openalex.org/I4210156707"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053316514","display_name":"V. Miskovic","orcid":"https://orcid.org/0000-0003-1475-0243"},"institutions":[{"id":"https://openalex.org/I4210156707","display_name":"Fondazione IRCCS Istituto Nazionale dei Tumori","ror":"https://ror.org/05dwj7825","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210156707"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vanja Mi\u0161kovi\u0107","raw_affiliation_strings":["Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy","Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy","institution_ids":["https://openalex.org/I4210156707"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5106932472"],"corresponding_institution_ids":["https://openalex.org/I4210156707","https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09883342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9945999979972839,"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/T10158","display_name":"Cancer Immunotherapy and Biomarkers","score":0.989300012588501,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.7198535203933716},{"id":"https://openalex.org/keywords/immunotherapy","display_name":"Immunotherapy","score":0.6087648868560791},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5086959004402161},{"id":"https://openalex.org/keywords/cancer-immunotherapy","display_name":"Cancer immunotherapy","score":0.4563896656036377},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.43366289138793945},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.4229717254638672},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.28801026940345764},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.24114683270454407}],"concepts":[{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.7198535203933716},{"id":"https://openalex.org/C2777701055","wikidata":"https://www.wikidata.org/wiki/Q1427096","display_name":"Immunotherapy","level":3,"score":0.6087648868560791},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5086959004402161},{"id":"https://openalex.org/C2780674031","wikidata":"https://www.wikidata.org/wiki/Q2012719","display_name":"Cancer immunotherapy","level":4,"score":0.4563896656036377},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.43366289138793945},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.4229717254638672},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.28801026940345764},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.24114683270454407}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-96235-6_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-96235-6_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:re.public.polimi.it:11311/1293556","is_oa":false,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-031-96235-6_1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2019607817","https://openalex.org/W2527905628","https://openalex.org/W2948930564","https://openalex.org/W2967444033","https://openalex.org/W2981790403","https://openalex.org/W2990696380","https://openalex.org/W3025100294","https://openalex.org/W3090524647","https://openalex.org/W3099914693","https://openalex.org/W3135547872","https://openalex.org/W4229049871","https://openalex.org/W4234236664","https://openalex.org/W4285589888","https://openalex.org/W4296693015","https://openalex.org/W4317718004","https://openalex.org/W4365143687","https://openalex.org/W4387881611","https://openalex.org/W4388482899","https://openalex.org/W4389924824","https://openalex.org/W4390102178","https://openalex.org/W4391849283","https://openalex.org/W4392947521","https://openalex.org/W4393224994","https://openalex.org/W4393935425","https://openalex.org/W4397009294","https://openalex.org/W4402581324","https://openalex.org/W4403209526","https://openalex.org/W4405802350"],"related_works":["https://openalex.org/W3111580887","https://openalex.org/W3049036915","https://openalex.org/W4313343001","https://openalex.org/W4223914026","https://openalex.org/W2999675030","https://openalex.org/W4396582463","https://openalex.org/W2400599632","https://openalex.org/W2806333505","https://openalex.org/W3154696046","https://openalex.org/W2761992239"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}