{"id":"https://openalex.org/W4392402312","doi":"https://doi.org/10.5220/0012366100003660","title":"Modification of DDIM Encoding for Generating Counterfactual Pathology Images of Malignant Lymphoma","display_name":"Modification of DDIM Encoding for Generating Counterfactual Pathology Images of Malignant Lymphoma","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392402312","doi":"https://doi.org/10.5220/0012366100003660"},"language":"en","primary_location":{"id":"doi:10.5220/0012366100003660","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012366100003660","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0012366100003660","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010708269","display_name":"Ryoichi Koga","orcid":null},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ryoichi Koga","raw_affiliation_strings":["Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya-shi, Aichi, 466-8555, Japan, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya-shi, Aichi, 466-8555, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I197274945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026313069","display_name":"Maur\u00edcio Kugler","orcid":"https://orcid.org/0000-0003-4241-7165"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mauricio Kugler","raw_affiliation_strings":["Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya-shi, Aichi, 466-8555, Japan, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya-shi, Aichi, 466-8555, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I197274945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039764322","display_name":"Tatsuya Yokota","orcid":"https://orcid.org/0000-0002-7368-2060"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tatsuya Yokota","raw_affiliation_strings":["Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya-shi, Aichi, 466-8555, Japan, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya-shi, Aichi, 466-8555, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I197274945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103430151","display_name":"Kouichi Ohshima","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109427","display_name":"The Japanese Society of Gastroenterological Surgery","ror":"https://ror.org/021fq8s19","country_code":"JP","type":"other","lineage":["https://openalex.org/I4210109427"]},{"id":"https://openalex.org/I105296287","display_name":"Kurume University","ror":"https://ror.org/057xtrt18","country_code":"JP","type":"education","lineage":["https://openalex.org/I105296287"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kouichi Ohshima","raw_affiliation_strings":["Kurume University Department of Pathology, 67 Asahi-cho, Kurume-shi, Fukuoka, 830-0011, Japan, --- Select a Country ---","The Japanese Society of Pathology, 1-2-5 Yushima, Bunkyo-ku, Tokyo, 113-0034, Japan, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Kurume University Department of Pathology, 67 Asahi-cho, Kurume-shi, Fukuoka, 830-0011, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I105296287"]},{"raw_affiliation_string":"The Japanese Society of Pathology, 1-2-5 Yushima, Bunkyo-ku, Tokyo, 113-0034, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I4210109427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013212494","display_name":"Hiroaki Miyoshi","orcid":"https://orcid.org/0000-0002-2356-3725"},"institutions":[{"id":"https://openalex.org/I105296287","display_name":"Kurume University","ror":"https://ror.org/057xtrt18","country_code":"JP","type":"education","lineage":["https://openalex.org/I105296287"]},{"id":"https://openalex.org/I4210109427","display_name":"The Japanese Society of Gastroenterological Surgery","ror":"https://ror.org/021fq8s19","country_code":"JP","type":"other","lineage":["https://openalex.org/I4210109427"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroaki Miyoshi","raw_affiliation_strings":["Kurume University Department of Pathology, 67 Asahi-cho, Kurume-shi, Fukuoka, 830-0011, Japan, --- Select a Country ---","The Japanese Society of Pathology, 1-2-5 Yushima, Bunkyo-ku, Tokyo, 113-0034, Japan, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Kurume University Department of Pathology, 67 Asahi-cho, Kurume-shi, Fukuoka, 830-0011, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I105296287"]},{"raw_affiliation_string":"The Japanese Society of Pathology, 1-2-5 Yushima, Bunkyo-ku, Tokyo, 113-0034, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I4210109427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087010788","display_name":"Miharu Nagaishi","orcid":"https://orcid.org/0009-0007-1431-7833"},"institutions":[{"id":"https://openalex.org/I105296287","display_name":"Kurume University","ror":"https://ror.org/057xtrt18","country_code":"JP","type":"education","lineage":["https://openalex.org/I105296287"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Miharu Nagaishi","raw_affiliation_strings":["Kurume University Department of Pathology, 67 Asahi-cho, Kurume-shi, Fukuoka, 830-0011, Japan, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Kurume University Department of Pathology, 67 Asahi-cho, Kurume-shi, Fukuoka, 830-0011, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I105296287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066278543","display_name":"Noriaki Hashimoto","orcid":"https://orcid.org/0000-0002-2306-5144"},"institutions":[{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Noriaki Hashimoto","raw_affiliation_strings":["RIKEN Center for Advanced Intelligence Project, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"RIKEN Center for Advanced Intelligence Project, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I4210126580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081482638","display_name":"Ichiro Takeuchi","orcid":"https://orcid.org/0000-0002-1366-1946"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]},{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ichiro Takeuchi","raw_affiliation_strings":["Nagoya University, Furo-cho, Chikusa-ku, Nagoya-shi, Aichi, 464-8601, Japan, --- Select a Country ---","RIKEN Center for Advanced Intelligence Project, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Nagoya University, Furo-cho, Chikusa-ku, Nagoya-shi, Aichi, 464-8601, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"RIKEN Center for Advanced Intelligence Project, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I4210126580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031879419","display_name":"Hidekata Hontani","orcid":"https://orcid.org/0000-0001-9081-7740"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidekata Hontani","raw_affiliation_strings":["Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya-shi, Aichi, 466-8555, Japan, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya-shi, Aichi, 466-8555, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I197274945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5010708269"],"corresponding_institution_ids":["https://openalex.org/I197274945"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01745418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"519","last_page":"527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9872999787330627,"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":0.9872999787330627,"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":0.9688000082969666,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9315000176429749,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/encoding","display_name":"Encoding (memory)","score":0.6066438555717468},{"id":"https://openalex.org/keywords/malignant-lymphoma","display_name":"Malignant lymphoma","score":0.5501794815063477},{"id":"https://openalex.org/keywords/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.535811722278595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47936680912971497},{"id":"https://openalex.org/keywords/lymphoma","display_name":"Lymphoma","score":0.44295957684516907},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.4177300035953522},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3335025906562805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3236347436904907},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28821584582328796},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17642521858215332},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11190760135650635}],"concepts":[{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.6066438555717468},{"id":"https://openalex.org/C3017763353","wikidata":"https://www.wikidata.org/wiki/Q208414","display_name":"Malignant lymphoma","level":3,"score":0.5501794815063477},{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.535811722278595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47936680912971497},{"id":"https://openalex.org/C2779338263","wikidata":"https://www.wikidata.org/wiki/Q208414","display_name":"Lymphoma","level":2,"score":0.44295957684516907},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.4177300035953522},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3335025906562805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3236347436904907},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28821584582328796},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17642521858215332},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11190760135650635},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0012366100003660","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012366100003660","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0012366100003660","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012366100003660","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.6200000047683716,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3201448254","https://openalex.org/W4286970243","https://openalex.org/W2066431708","https://openalex.org/W3025615835","https://openalex.org/W4384133558","https://openalex.org/W173210993","https://openalex.org/W2390660599","https://openalex.org/W3028847759","https://openalex.org/W2393688264","https://openalex.org/W2414874071"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}