{"id":"https://openalex.org/W4416237913","doi":"https://doi.org/10.1007/978-3-032-08452-1_14","title":"Explainable AI for Clinical Decision-Making: Unlocking the Potential of MSI Thresholds in Bladder Cancer","display_name":"Explainable AI for Clinical Decision-Making: Unlocking the Potential of MSI Thresholds in Bladder Cancer","publication_year":2025,"publication_date":"2025-11-15","ids":{"openalex":"https://openalex.org/W4416237913","doi":"https://doi.org/10.1007/978-3-032-08452-1_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-08452-1_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08452-1_14","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":"book-chapter","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/A5059276250","display_name":"Anita Ahmad","orcid":"https://orcid.org/0000-0002-8109-2490"},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Amro Sayed Ahmad","raw_affiliation_strings":["King Hussein School of Computing Sciences, Princess Sumaya University for Technology, P.O. Box 1438, Al-Jubaiha, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"King Hussein School of Computing Sciences, Princess Sumaya University for Technology, P.O. Box 1438, Al-Jubaiha, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047952727","display_name":"Firas Alghanim","orcid":"https://orcid.org/0000-0001-7909-537X"},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Firas Alghanim","raw_affiliation_strings":["King Hussein School of Computing Sciences, Princess Sumaya University for Technology, P.O. Box 1438, Al-Jubaiha, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"King Hussein School of Computing Sciences, Princess Sumaya University for Technology, P.O. Box 1438, Al-Jubaiha, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054052432","display_name":"Bashier Elkarami","orcid":null},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bashier Elkarami","raw_affiliation_strings":["Computer Science Department, Lakehead University, Thunder Bay, ON, P7B 5E1, Canada"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Lakehead University, Thunder Bay, ON, P7B 5E1, Canada","institution_ids":["https://openalex.org/I72541430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120498913","display_name":"Mousa AbuGhosh","orcid":null},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mousa AbuGhosh","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Nevada, 1664 N Virginia Street, Reno, NV, 89557, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Nevada, 1664 N Virginia Street, Reno, NV, 89557, USA","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031221516","display_name":"Hazem Qattous","orcid":null},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Hazem Qattous","raw_affiliation_strings":["King Hussein School of Computing Sciences, Princess Sumaya University for Technology, P.O. Box 1438, Al-Jubaiha, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"King Hussein School of Computing Sciences, Princess Sumaya University for Technology, P.O. Box 1438, Al-Jubaiha, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009739727","display_name":"Abedalrhman Alkhateeb","orcid":"https://orcid.org/0000-0002-1751-7570"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abedalrhman Alkhateeb","raw_affiliation_strings":["Computer Science Department, Lakehead University, Thunder Bay, ON, P7B 5E1, Canada"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Lakehead University, Thunder Bay, ON, P7B 5E1, Canada","institution_ids":["https://openalex.org/I72541430"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059276250"],"corresponding_institution_ids":["https://openalex.org/I158749337"],"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":0.70800929,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"170","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10458","display_name":"Bladder and Urothelial Cancer Treatments","score":0.5881999731063843,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10458","display_name":"Bladder and Urothelial Cancer Treatments","score":0.5881999731063843,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11297","display_name":"Ferroptosis and cancer prognosis","score":0.19089999794960022,"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"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.022199999541044235,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7210999727249146},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5792999863624573},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.560699999332428},{"id":"https://openalex.org/keywords/bladder-cancer","display_name":"Bladder cancer","score":0.45649999380111694},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.42340001463890076},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.41600000858306885},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.39500001072883606},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.37310001254081726},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.35749998688697815}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7289999723434448},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7210999727249146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6974999904632568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6899999976158142},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5792999863624573},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.560699999332428},{"id":"https://openalex.org/C2780352672","wikidata":"https://www.wikidata.org/wiki/Q504775","display_name":"Bladder cancer","level":3,"score":0.45649999380111694},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.42340001463890076},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.41600000858306885},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.39500001072883606},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.37310001254081726},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.35749998688697815},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.3294999897480011},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3278999924659729},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.3188999891281128},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C2779767149","wikidata":"https://www.wikidata.org/wiki/Q488212","display_name":"Microsatellite instability","level":5,"score":0.3077000081539154},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.30149999260902405},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2897999882698059},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26969999074935913},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2558000087738037}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-08452-1_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08452-1_14","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1986785087","https://openalex.org/W2018009295","https://openalex.org/W2080467376","https://openalex.org/W2134661328","https://openalex.org/W2223419060","https://openalex.org/W2340740912","https://openalex.org/W2599717252","https://openalex.org/W2760942750","https://openalex.org/W2911964244","https://openalex.org/W2937883541","https://openalex.org/W2962862931","https://openalex.org/W3111847480","https://openalex.org/W3134008684","https://openalex.org/W3153560558","https://openalex.org/W3159092082","https://openalex.org/W3215841463","https://openalex.org/W4289538642","https://openalex.org/W4308496141","https://openalex.org/W4313314797","https://openalex.org/W4320561238","https://openalex.org/W4367314933","https://openalex.org/W4387174503","https://openalex.org/W4388616390","https://openalex.org/W4396903460"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-28T08:56:10.489861","created_date":"2025-11-15T00:00:00"}