{"id":"https://openalex.org/W4390959424","doi":"https://doi.org/10.1016/j.cmpb.2024.108019","title":"A novel method for detection of pancreatic Ductal Adenocarcinoma using explainable machine learning","display_name":"A novel method for detection of pancreatic Ductal Adenocarcinoma using explainable machine learning","publication_year":2024,"publication_date":"2024-01-17","ids":{"openalex":"https://openalex.org/W4390959424","doi":"https://doi.org/10.1016/j.cmpb.2024.108019","pmid":"https://pubmed.ncbi.nlm.nih.gov/38237450"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2024.108019","pdf_url":"https://www.sciencedirect.com/science/article/am/pii/S0169260724000154","source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"acceptedVersion","is_accepted":true,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.sciencedirect.com/science/article/am/pii/S0169260724000154","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030923115","display_name":"Murtaza Aslam","orcid":null},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"funder","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murtaza Aslam","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA 70803, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA 70803, USA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048406053","display_name":"Fozia Rajbdad","orcid":null},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"funder","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fozia Rajbdad","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA 70803, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA 70803, USA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032446967","display_name":"Shoaib Azmat","orcid":"https://orcid.org/0000-0002-0954-8334"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"funder","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shoaib Azmat","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414957","display_name":"Zheng Li","orcid":"https://orcid.org/0000-0001-8521-4611"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"funder","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA 70803, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA 70803, USA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113765993","display_name":"J. Philip Boudreaux","orcid":null},"institutions":[{"id":"https://openalex.org/I75420490","display_name":"Louisiana State University Health Sciences Center New Orleans","ror":"https://ror.org/01qv8fp92","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I75420490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Philip Boudreaux","raw_affiliation_strings":["Department of Surgery, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA"],"affiliations":[{"raw_affiliation_string":"Department of Surgery, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA","institution_ids":["https://openalex.org/I75420490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058184901","display_name":"Ramcharan Thiagarajan","orcid":"https://orcid.org/0000-0001-6390-6182"},"institutions":[{"id":"https://openalex.org/I75420490","display_name":"Louisiana State University Health Sciences Center New Orleans","ror":"https://ror.org/01qv8fp92","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I75420490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramcharan Thiagarajan","raw_affiliation_strings":["Department of Surgery, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA"],"affiliations":[{"raw_affiliation_string":"Department of Surgery, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA","institution_ids":["https://openalex.org/I75420490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048302058","display_name":"Shaomian Yao","orcid":"https://orcid.org/0000-0002-3697-6043"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"funder","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaomian Yao","raw_affiliation_strings":["Department of Comparative Biomedical Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA"],"affiliations":[{"raw_affiliation_string":"Department of Comparative Biomedical Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044446232","display_name":"Jian Xu","orcid":"https://orcid.org/0000-0002-6595-8602"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"funder","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jian Xu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA 70803, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA 70803, USA","institution_ids":["https://openalex.org/I121820613"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044446232"],"corresponding_institution_ids":["https://openalex.org/I121820613"],"apc_list":{"value":2880,"currency":"USD","value_usd":2880},"apc_paid":null,"fwci":5.312,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.999629,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"245","issue":null,"first_page":"108019","last_page":"108019"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9994,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9994,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9492,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9485,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.43876123}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.69852066},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.66465104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.64200145},{"id":"https://openalex.org/C2780210213","wikidata":"https://www.wikidata.org/wiki/Q212961","display_name":"Pancreatic cancer","level":3,"score":0.5635654},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5204173},{"id":"https://openalex.org/C2781187634","wikidata":"https://www.wikidata.org/wiki/Q20969980","display_name":"KRAS","level":4,"score":0.5172358},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.49118707},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48852766},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.4617849},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.43876123},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.37957627},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18792254},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1291717},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.12753698}],"mesh":[{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021441","descriptor_name":"Carcinoma, Pancreatic Ductal","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2024.108019","pdf_url":"https://www.sciencedirect.com/science/article/am/pii/S0169260724000154","source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"acceptedVersion","is_accepted":true,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38237450","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_indexed_in_scopus":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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2024.108019","pdf_url":"https://www.sciencedirect.com/science/article/am/pii/S0169260724000154","source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"acceptedVersion","is_accepted":true,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":62,"referenced_works":["https://openalex.org/W1537220202","https://openalex.org/W1837090400","https://openalex.org/W1964719993","https://openalex.org/W1966163762","https://openalex.org/W1985653113","https://openalex.org/W2003366192","https://openalex.org/W2015960426","https://openalex.org/W2019916133","https://openalex.org/W2020089616","https://openalex.org/W2028566457","https://openalex.org/W2032549269","https://openalex.org/W2036270526","https://openalex.org/W2040805699","https://openalex.org/W2063465911","https://openalex.org/W2077927207","https://openalex.org/W2087359793","https://openalex.org/W2137871970","https://openalex.org/W2138000078","https://openalex.org/W2141826465","https://openalex.org/W2142957616","https://openalex.org/W2143426320","https://openalex.org/W2212201872","https://openalex.org/W2262976102","https://openalex.org/W2276371892","https://openalex.org/W2313048860","https://openalex.org/W2464315941","https://openalex.org/W2613062015","https://openalex.org/W2735729160","https://openalex.org/W2751745829","https://openalex.org/W2766495528","https://openalex.org/W2803441813","https://openalex.org/W2885989949","https://openalex.org/W2889131559","https://openalex.org/W2899953773","https://openalex.org/W2914768438","https://openalex.org/W2916556269","https://openalex.org/W2916758498","https://openalex.org/W2918520157","https://openalex.org/W2954505781","https://openalex.org/W2979432576","https://openalex.org/W3042326408","https://openalex.org/W3048409291","https://openalex.org/W3082926499","https://openalex.org/W3088219655","https://openalex.org/W3099661382","https://openalex.org/W3103541249","https://openalex.org/W3111459424","https://openalex.org/W3119005666","https://openalex.org/W3119212404","https://openalex.org/W3128646645","https://openalex.org/W3132199378","https://openalex.org/W3168463444","https://openalex.org/W3181200676","https://openalex.org/W3201088167","https://openalex.org/W3214235689","https://openalex.org/W3217485783","https://openalex.org/W34534769","https://openalex.org/W4200308452","https://openalex.org/W4211253487","https://openalex.org/W4280547952","https://openalex.org/W4283211121","https://openalex.org/W969608678"],"related_works":["https://openalex.org/W4306404900","https://openalex.org/W4283712951","https://openalex.org/W4248366929","https://openalex.org/W4229832877","https://openalex.org/W4229670017","https://openalex.org/W3111812619","https://openalex.org/W3030972949","https://openalex.org/W2914997899","https://openalex.org/W2590035663","https://openalex.org/W2353313924"],"abstract_inverted_index":null,"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4390959424","counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2025-04-04T05:36:41.427806","created_date":"2024-01-18"}