{"id":"https://openalex.org/W7138977257","doi":"https://doi.org/10.1145/3788149.3788251","title":"SHAP-Based Explanations for Chronic Kidney Disease Risk Prediction: Toward Trustworthy Clinical AI","display_name":"SHAP-Based Explanations for Chronic Kidney Disease Risk Prediction: Toward Trustworthy Clinical AI","publication_year":2025,"publication_date":"2025-12-12","ids":{"openalex":"https://openalex.org/W7138977257","doi":"https://doi.org/10.1145/3788149.3788251"},"language":null,"primary_location":{"id":"doi:10.1145/3788149.3788251","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3788149.3788251","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 9th International Conference on Computer Science and Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","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/A5038795861","display_name":"Manolo Dulva Hina","orcid":"https://orcid.org/0000-0001-8523-3986"},"institutions":[{"id":"https://openalex.org/I4210116658","display_name":"\u00c9cole Centrale d'\u00c9lectronique","ror":"https://ror.org/02k6n4s14","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116658"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Manolo Dulva Hina","raw_affiliation_strings":["LyRIDS Laboratory, ECE Engineering School, Paris, Ile-de-France, France"],"raw_orcid":"https://orcid.org/0000-0001-8523-3986","affiliations":[{"raw_affiliation_string":"LyRIDS Laboratory, ECE Engineering School, Paris, Ile-de-France, France","institution_ids":["https://openalex.org/I4210116658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094215305","display_name":"Olfa Lamouchi","orcid":null},"institutions":[{"id":"https://openalex.org/I176902721","display_name":"Carthage College","ror":"https://ror.org/00wkay776","country_code":"US","type":"education","lineage":["https://openalex.org/I176902721"]},{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN","US"],"is_corresponding":false,"raw_author_name":"Olfa Lamouchi","raw_affiliation_strings":["Engineers National School of Carthage, University of Carthage, Carthage, Tunisia"],"raw_orcid":"https://orcid.org/0009-0009-5379-8195","affiliations":[{"raw_affiliation_string":"Engineers National School of Carthage, University of Carthage, Carthage, Tunisia","institution_ids":["https://openalex.org/I179097149","https://openalex.org/I176902721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129884652","display_name":"Assia Soukane","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116658","display_name":"\u00c9cole Centrale d'\u00c9lectronique","ror":"https://ror.org/02k6n4s14","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Assia Soukane","raw_affiliation_strings":["LyRIDS Laboratory, ECE Engineering School, Paris, \u00cele-de-France, France"],"raw_orcid":"https://orcid.org/0000-0003-1489-7608","affiliations":[{"raw_affiliation_string":"LyRIDS Laboratory, ECE Engineering School, Paris, \u00cele-de-France, France","institution_ids":["https://openalex.org/I4210116658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130000608","display_name":"Amar Ramdane-Cherif","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Amar Ramdane-Cherif","raw_affiliation_strings":["LISV Laboratory, University of Versailles - Paris Saclay, Velizy, \u00cele-de-France, France"],"raw_orcid":"https://orcid.org/0009-0009-7994-8307","affiliations":[{"raw_affiliation_string":"LISV Laboratory, University of Versailles - Paris Saclay, Velizy, \u00cele-de-France, France","institution_ids":["https://openalex.org/I277688954"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038795861"],"corresponding_institution_ids":["https://openalex.org/I4210116658"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85777168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"660","last_page":"671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.6122000217437744,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.6122000217437744,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.19040000438690186,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.10530000180006027,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/kidney-disease","display_name":"Kidney disease","score":0.7125999927520752},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.4683000147342682},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4104999899864197},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.349700003862381},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.32670000195503235},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3012999892234802}],"concepts":[{"id":"https://openalex.org/C2778653478","wikidata":"https://www.wikidata.org/wiki/Q1054718","display_name":"Kidney disease","level":2,"score":0.7125999927520752},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7113999724388123},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.5212000012397766},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.4683000147342682},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4104999899864197},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.349700003862381},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.32670000195503235},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2856000065803528},{"id":"https://openalex.org/C2987552334","wikidata":"https://www.wikidata.org/wiki/Q383126","display_name":"Chronic disease","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C50440223","wikidata":"https://www.wikidata.org/wiki/Q1475848","display_name":"Risk factor","level":2,"score":0.25279998779296875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3788149.3788251","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3788149.3788251","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 9th International Conference on Computer Science and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4437747299671173}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2282821441","https://openalex.org/W2300445845","https://openalex.org/W2546017515","https://openalex.org/W2610332124","https://openalex.org/W2888487581","https://openalex.org/W2905810301","https://openalex.org/W2945976633","https://openalex.org/W2958089299","https://openalex.org/W3000716014","https://openalex.org/W3005957464","https://openalex.org/W3016482524","https://openalex.org/W3109650690","https://openalex.org/W3160936361","https://openalex.org/W3182221256","https://openalex.org/W3190934340","https://openalex.org/W4205561327","https://openalex.org/W4280545699","https://openalex.org/W4288027365","https://openalex.org/W4293861706","https://openalex.org/W4295313945","https://openalex.org/W4297477913","https://openalex.org/W4399254028","https://openalex.org/W4400233619","https://openalex.org/W4402417126","https://openalex.org/W4403021811","https://openalex.org/W4404028959","https://openalex.org/W4406328136","https://openalex.org/W4407981328","https://openalex.org/W4409724913"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T20:54:20.808490","created_date":"2026-03-20T00:00:00"}