{"id":"https://openalex.org/W4414415368","doi":"https://doi.org/10.1007/978-3-032-06004-4_6","title":"MedXpert-CAD: A Multimodal Multi-agentic System for Clinical Imaging Analysis via Model Context Protocol LLM-Driven Agentic Workflows","display_name":"MedXpert-CAD: A Multimodal Multi-agentic System for Clinical Imaging Analysis via Model Context Protocol LLM-Driven Agentic Workflows","publication_year":2025,"publication_date":"2025-09-22","ids":{"openalex":"https://openalex.org/W4414415368","doi":"https://doi.org/10.1007/978-3-032-06004-4_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-06004-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06004-4_6","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/A5061229603","display_name":"Mukhlis Raza","orcid":"https://orcid.org/0009-0001-7704-5149"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Mukhlis Raza","raw_affiliation_strings":["Department of Artificial Intelligence, College of AI Convergence, Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, College of AI Convergence, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114238352","display_name":"Saied Salem","orcid":"https://orcid.org/0009-0002-8948-2167"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Saied Salem","raw_affiliation_strings":["Department of Artificial Intelligence, College of AI Convergence, Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, College of AI Convergence, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054755962","display_name":"Afnan Habib","orcid":"https://orcid.org/0009-0001-7609-5523"},"institutions":[{"id":"https://openalex.org/I4210126996","display_name":"Sejong Institute","ror":"https://ror.org/03qs3qx17","country_code":"KR","type":"nonprofit","lineage":["https://openalex.org/I4210126996"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Afnan Habib","raw_affiliation_strings":["Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I4210126996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119698598","display_name":"Osamah F. Abdulmahmod","orcid":"https://orcid.org/0009-0005-3387-2002"},"institutions":[{"id":"https://openalex.org/I4210126996","display_name":"Sejong Institute","ror":"https://ror.org/03qs3qx17","country_code":"KR","type":"nonprofit","lineage":["https://openalex.org/I4210126996"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Osamah Abdulmahmod","raw_affiliation_strings":["Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I4210126996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101651710","display_name":"Hyunwook Kwon","orcid":"https://orcid.org/0000-0001-5018-5304"},"institutions":[{"id":"https://openalex.org/I4210126996","display_name":"Sejong Institute","ror":"https://ror.org/03qs3qx17","country_code":"KR","type":"nonprofit","lineage":["https://openalex.org/I4210126996"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunwook Kwon","raw_affiliation_strings":["Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I4210126996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011141471","display_name":"Jamil Hussain","orcid":"https://orcid.org/0000-0003-3862-8787"},"institutions":[{"id":"https://openalex.org/I4210126996","display_name":"Sejong Institute","ror":"https://ror.org/03qs3qx17","country_code":"KR","type":"nonprofit","lineage":["https://openalex.org/I4210126996"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jamil Hussain","raw_affiliation_strings":["Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I4210126996"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022092645","display_name":"Mugahed A. Al\u2013antari","orcid":"https://orcid.org/0000-0002-4457-4407"},"institutions":[{"id":"https://openalex.org/I4210126996","display_name":"Sejong Institute","ror":"https://ror.org/03qs3qx17","country_code":"KR","type":"nonprofit","lineage":["https://openalex.org/I4210126996"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mugahed A. Al-antari","raw_affiliation_strings":["Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, College of AI Convergence, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I4210126996"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5061229603"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":11.6165,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.99241683,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9598000049591064,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5788000226020813},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5304999947547913},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.49900001287460327},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4634000062942505},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.462799996137619},{"id":"https://openalex.org/keywords/dicom","display_name":"DICOM","score":0.4440000057220459},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4099999964237213},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3772999942302704},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.362199991941452}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.857699990272522},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5788000226020813},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5304999947547913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5156999826431274},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.49900001287460327},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4634000062942505},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.462799996137619},{"id":"https://openalex.org/C77331912","wikidata":"https://www.wikidata.org/wiki/Q81095","display_name":"DICOM","level":2,"score":0.4440000057220459},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4099999964237213},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39430001378059387},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3772999942302704},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.362199991941452},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.34060001373291016},{"id":"https://openalex.org/C2779110517","wikidata":"https://www.wikidata.org/wiki/Q1240788","display_name":"Supervisor","level":2,"score":0.3361999988555908},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3199000060558319},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31630000472068787},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.31049999594688416},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.28999999165534973},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.28619998693466187},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.28290000557899475},{"id":"https://openalex.org/C206497026","wikidata":"https://www.wikidata.org/wiki/Q1753883","display_name":"SNOMED CT","level":3,"score":0.28200000524520874},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27649998664855957},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2685999870300293},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.2685000002384186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-06004-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06004-4_6","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":10,"referenced_works":["https://openalex.org/W2168918709","https://openalex.org/W2194775991","https://openalex.org/W2963446712","https://openalex.org/W2995225687","https://openalex.org/W4390637917","https://openalex.org/W4396999789","https://openalex.org/W4403447465","https://openalex.org/W4404781082","https://openalex.org/W4406903024","https://openalex.org/W4412888928"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
