{"id":"https://openalex.org/W3011844005","doi":"https://doi.org/10.1007/s10278-020-00332-2","title":"Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach","display_name":"Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach","publication_year":2020,"publication_date":"2020-03-19","ids":{"openalex":"https://openalex.org/W3011844005","doi":"https://doi.org/10.1007/s10278-020-00332-2","mag":"3011844005","pmid":"https://pubmed.ncbi.nlm.nih.gov/32193665"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-020-00332-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-020-00332-2","pdf_url":null,"source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7522142","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039532727","display_name":"Ahmad Maaref","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]},{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmad Maaref","raw_affiliation_strings":["Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","Polytechnique Montr\u00e9al, Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]},{"raw_affiliation_string":"Polytechnique Montr\u00e9al, Montreal, QC, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102022371","display_name":"Francisco Romero","orcid":"https://orcid.org/0000-0002-6101-3871"},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]},{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Francisco Perdigon Romero","raw_affiliation_strings":["Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","Polytechnique Montr\u00e9al, Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]},{"raw_affiliation_string":"Polytechnique Montr\u00e9al, Montreal, QC, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015244973","display_name":"Emmanuel Montagnon","orcid":"https://orcid.org/0000-0003-3091-9651"},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Emmanuel Montagnon","raw_affiliation_strings":["Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076437169","display_name":"Milena Cerny","orcid":"https://orcid.org/0000-0001-5033-7507"},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Milena Cerny","raw_affiliation_strings":["Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101954015","display_name":"Bich Nguyen","orcid":"https://orcid.org/0000-0003-0901-695X"},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bich Nguyen","raw_affiliation_strings":["Department of Pathology and Cellular Biology, Universit\u00e9 de Montr\u00e9al, Montreal, QC, Canada","Department of Pathology, Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology and Cellular Biology, Universit\u00e9 de Montr\u00e9al, Montreal, QC, Canada","institution_ids":["https://openalex.org/I70931966"]},{"raw_affiliation_string":"Department of Pathology, Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077574965","display_name":"Franck Vandenbroucke\u2010Menu","orcid":"https://orcid.org/0000-0002-9010-9493"},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Franck Vandenbroucke","raw_affiliation_strings":["Department of Surgery, Hepatopancreatobiliary and Liver Transplantation Service, Centre Hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Hepatopancreatobiliary and Liver Transplantation Service, Centre Hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005946963","display_name":"Genevi\u00e8ve Soucy","orcid":"https://orcid.org/0000-0001-8943-0688"},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Genevi\u00e8ve Soucy","raw_affiliation_strings":["Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","Department of Pathology and Cellular Biology, Universit\u00e9 de Montr\u00e9al, Montreal, QC, Canada","Department of Pathology, Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]},{"raw_affiliation_string":"Department of Pathology and Cellular Biology, Universit\u00e9 de Montr\u00e9al, Montreal, QC, Canada","institution_ids":["https://openalex.org/I70931966"]},{"raw_affiliation_string":"Department of Pathology, Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080048068","display_name":"Simon Turcotte","orcid":"https://orcid.org/0000-0002-9003-812X"},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Simon Turcotte","raw_affiliation_strings":["Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","Department of Surgery, Hepatopancreatobiliary and Liver Transplantation Service, Centre Hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]},{"raw_affiliation_string":"Department of Surgery, Hepatopancreatobiliary and Liver Transplantation Service, Centre Hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051558381","display_name":"An Tang","orcid":"https://orcid.org/0000-0001-8967-5503"},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"An Tang","raw_affiliation_strings":["Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","Department of Radiology, Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]},{"raw_affiliation_string":"Department of Radiology, Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039187492","display_name":"Samuel Kadoury","orcid":"https://orcid.org/0000-0002-3048-4291"},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]},{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Samuel Kadoury","raw_affiliation_strings":["Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada. samuel.kadoury@polymtl.ca","Polytechnique Montr\u00e9al, Montreal, QC, Canada. samuel.kadoury@polymtl.ca","Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada. samuel.kadoury@polymtl.ca","institution_ids":["https://openalex.org/I4210142730","https://openalex.org/I45683168"]},{"raw_affiliation_string":"Polytechnique Montr\u00e9al, Montreal, QC, Canada. samuel.kadoury@polymtl.ca","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"Centre de recherche du Centre hospitalier de l'Universit\u00e9 de Montr\u00e9al (CRCHUM), Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210142730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039187492"],"corresponding_institution_ids":["https://openalex.org/I4210142730","https://openalex.org/I45683168"],"apc_list":{"value":4190,"currency":"USD","value_usd":4190},"apc_paid":null,"fwci":1.4437,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.84377822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"33","issue":"4","first_page":"937","last_page":"945"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T10862","display_name":"AI in cancer detection","score":0.9991000294685364,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/folfox","display_name":"FOLFOX","score":0.9363100528717041},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6993959546089172},{"id":"https://openalex.org/keywords/regimen","display_name":"Regimen","score":0.6915484070777893},{"id":"https://openalex.org/keywords/chemotherapy","display_name":"Chemotherapy","score":0.588062047958374},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.5656682848930359},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5161560773849487},{"id":"https://openalex.org/keywords/chemotherapy-regimen","display_name":"Chemotherapy regimen","score":0.49799346923828125},{"id":"https://openalex.org/keywords/oxaliplatin","display_name":"Oxaliplatin","score":0.4889928102493286},{"id":"https://openalex.org/keywords/bevacizumab","display_name":"Bevacizumab","score":0.4572136402130127},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.42422887682914734},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4032547175884247},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3098564147949219}],"concepts":[{"id":"https://openalex.org/C2778260052","wikidata":"https://www.wikidata.org/wiki/Q117636","display_name":"FOLFOX","level":5,"score":0.9363100528717041},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6993959546089172},{"id":"https://openalex.org/C2781413609","wikidata":"https://www.wikidata.org/wiki/Q7308373","display_name":"Regimen","level":2,"score":0.6915484070777893},{"id":"https://openalex.org/C2776694085","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Chemotherapy","level":2,"score":0.588062047958374},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.5656682848930359},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5161560773849487},{"id":"https://openalex.org/C2778336483","wikidata":"https://www.wikidata.org/wiki/Q5090632","display_name":"Chemotherapy regimen","level":3,"score":0.49799346923828125},{"id":"https://openalex.org/C2780962732","wikidata":"https://www.wikidata.org/wiki/Q422327","display_name":"Oxaliplatin","level":4,"score":0.4889928102493286},{"id":"https://openalex.org/C2777802072","wikidata":"https://www.wikidata.org/wiki/Q413299","display_name":"Bevacizumab","level":3,"score":0.4572136402130127},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.42422887682914734},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4032547175884247},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3098564147949219}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000556","qualifier_name":"secondary","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000556","qualifier_name":"secondary","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000556","qualifier_name":"secondary","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1007/s10278-020-00332-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-020-00332-2","pdf_url":null,"source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},{"id":"pmid:32193665","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32193665","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of digital imaging","raw_type":null},{"id":"pmh:oai:publications.polymtl.ca:45298","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/45298/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"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":"Article de revue"},{"id":"pmh:oai:pubmedcentral.nih.gov:7522142","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7522142","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7522142","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7522142","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334618","display_name":"Fonds de Recherche du Qu\u00e9bec - Sant\u00e9","ror":"https://ror.org/02eqrsj93"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W283432776","https://openalex.org/W1884191083","https://openalex.org/W1907332678","https://openalex.org/W1964314632","https://openalex.org/W1972814550","https://openalex.org/W2018181880","https://openalex.org/W2036246634","https://openalex.org/W2044465660","https://openalex.org/W2063597348","https://openalex.org/W2076063813","https://openalex.org/W2097780199","https://openalex.org/W2099548764","https://openalex.org/W2101234009","https://openalex.org/W2143655828","https://openalex.org/W2147821156","https://openalex.org/W2153635508","https://openalex.org/W2154414933","https://openalex.org/W2163922914","https://openalex.org/W2345457931","https://openalex.org/W2525157777","https://openalex.org/W2587530497","https://openalex.org/W2594770219","https://openalex.org/W2620349183","https://openalex.org/W2792052180","https://openalex.org/W2794284562","https://openalex.org/W2886551281","https://openalex.org/W2919115771","https://openalex.org/W2955372430","https://openalex.org/W2963789949","https://openalex.org/W3013377280","https://openalex.org/W3103016133","https://openalex.org/W3132964805"],"related_works":["https://openalex.org/W2809146871","https://openalex.org/W2235788479","https://openalex.org/W1520918055","https://openalex.org/W3110357236","https://openalex.org/W2037039278","https://openalex.org/W2799922918","https://openalex.org/W2138294834","https://openalex.org/W2136984368","https://openalex.org/W3140349894","https://openalex.org/W2569965908"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}