{"id":"https://openalex.org/W7117964432","doi":"https://doi.org/10.1007/978-3-032-10185-3_45","title":"Improving Generative Data Augmentation with\u00a0Prior-Knowledge for\u00a0Dysplasia Grading of\u00a0Colorectal Polyps","display_name":"Improving Generative Data Augmentation with\u00a0Prior-Knowledge for\u00a0Dysplasia Grading of\u00a0Colorectal Polyps","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7117964432","doi":"https://doi.org/10.1007/978-3-032-10185-3_45"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-10185-3_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-10185-3_45","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":"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/A5121772476","display_name":"Roberto Craparotta","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Craparotta","raw_affiliation_strings":["Computer Science Department, University of Turin, 10149, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, 10149, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121805324","display_name":"Desislav Ivanov","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Desislav Ivanov","raw_affiliation_strings":["Computer Science Department, University of Turin, 10149, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, 10149, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018312903","display_name":"Carlo Alberto Barbano","orcid":"https://orcid.org/0000-0001-9512-0440"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Carlo Alberto Barbano","raw_affiliation_strings":["Computer Science Department, University of Turin, 10149, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9512-0440","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, 10149, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046851981","display_name":"Enzo Tartaglione","orcid":"https://orcid.org/0000-0003-4274-8298"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Enzo Tartaglione","raw_affiliation_strings":["Computer Science Department, University of Turin, 10149, Turin, Italy","LTCI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, 10149, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"LTCI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":["https://openalex.org/I12356871","https://openalex.org/I4210165912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001016915","display_name":"Alessandro Gambella","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128510","display_name":"Department of Medical Sciences","ror":"https://ror.org/049c9xv68","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210128510"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Alessandro Gambella","raw_affiliation_strings":["Medical Sciences Department, University of Turin, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Sciences Department, University of Turin, 10126, Turin, Italy","institution_ids":["https://openalex.org/I4210128510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121797530","display_name":"Luca Cavallo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128510","display_name":"Department of Medical Sciences","ror":"https://ror.org/049c9xv68","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210128510"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Luca Cavallo","raw_affiliation_strings":["Medical Sciences Department, University of Turin, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Sciences Department, University of Turin, 10126, Turin, Italy","institution_ids":["https://openalex.org/I4210128510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121829666","display_name":"Paola Cassoni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128510","display_name":"Department of Medical Sciences","ror":"https://ror.org/049c9xv68","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210128510"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Paola Cassoni","raw_affiliation_strings":["Medical Sciences Department, University of Turin, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Sciences Department, University of Turin, 10126, Turin, Italy","institution_ids":["https://openalex.org/I4210128510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026984802","display_name":"Luca Bertero","orcid":"https://orcid.org/0000-0001-9887-7668"},"institutions":[{"id":"https://openalex.org/I4210128510","display_name":"Department of Medical Sciences","ror":"https://ror.org/049c9xv68","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210128510"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Luca Bertero","raw_affiliation_strings":["Medical Sciences Department, University of Turin, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Sciences Department, University of Turin, 10126, Turin, Italy","institution_ids":["https://openalex.org/I4210128510"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079141778","display_name":"Marco Grangetto","orcid":"https://orcid.org/0000-0002-2709-7864"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Grangetto","raw_affiliation_strings":["Computer Science Department, University of Turin, 10149, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, 10149, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018312903"],"corresponding_institution_ids":["https://openalex.org/I55143463"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03792615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"571","last_page":"583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.4345000088214874,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.4345000088214874,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.3743000030517578,"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":0.08730000257492065,"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/generative-grammar","display_name":"Generative grammar","score":0.8179000020027161},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8090000152587891},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.7210000157356262},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.573199987411499},{"id":"https://openalex.org/keywords/data-driven","display_name":"Data-driven","score":0.4812999963760376},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4106000065803528},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.40630000829696655},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.37439998984336853}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8331999778747559},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.8179000020027161},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8090000152587891},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.7210000157356262},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6449000239372253},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.573199987411499},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.4812999963760376},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4724000096321106},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4106000065803528},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.40630000829696655},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.37439998984336853},{"id":"https://openalex.org/C167981619","wikidata":"https://www.wikidata.org/wiki/Q1685498","display_name":"Cross entropy","level":3,"score":0.34869998693466187},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3431999981403351},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.3172000050544739},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3149000108242035},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3043999969959259},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.28769999742507935},{"id":"https://openalex.org/C2775894508","wikidata":"https://www.wikidata.org/wiki/Q1128996","display_name":"Dysplasia","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-10185-3_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-10185-3_45","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":[{"score":0.7424532175064087,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2015159529","https://openalex.org/W2288892845","https://openalex.org/W2288938824","https://openalex.org/W2502312327","https://openalex.org/W2593853042","https://openalex.org/W2594760301","https://openalex.org/W2605287558","https://openalex.org/W2768121901","https://openalex.org/W2768959015","https://openalex.org/W2774064151","https://openalex.org/W2792263949","https://openalex.org/W2794803511","https://openalex.org/W2890139949","https://openalex.org/W2897945370","https://openalex.org/W2949650786","https://openalex.org/W2955737766","https://openalex.org/W2962770929","https://openalex.org/W2962858109","https://openalex.org/W2963226019","https://openalex.org/W3005263232","https://openalex.org/W3037959220","https://openalex.org/W3194602654","https://openalex.org/W3195937980","https://openalex.org/W3206840963","https://openalex.org/W4287999449","https://openalex.org/W4289544037","https://openalex.org/W4294643831","https://openalex.org/W4298289240","https://openalex.org/W4300424419","https://openalex.org/W4300912893","https://openalex.org/W4386222752","https://openalex.org/W4386897196","https://openalex.org/W4387259074"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-01-02T00:00:00"}
