{"id":"https://openalex.org/W4403351925","doi":"https://doi.org/10.1016/j.bas.2024.103781","title":"Artificial Intelligence for Shunt Response Prediction in idiopathic Normal Pressure Hydrocephalus: a Systematic Review","display_name":"Artificial Intelligence for Shunt Response Prediction in idiopathic Normal Pressure Hydrocephalus: a Systematic Review","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403351925","doi":"https://doi.org/10.1016/j.bas.2024.103781"},"language":"en","primary_location":{"id":"doi:10.1016/j.bas.2024.103781","doi":"https://doi.org/10.1016/j.bas.2024.103781","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bas.2024.103781","pdf_url":null,"source":{"id":"https://openalex.org/S4210215356","display_name":"Brain and Spine","issn_l":"2772-5294","issn":["2772-5294"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","vabb-shw"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain and Spine","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4403351925"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.bas.2024.103781","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001742634","display_name":"Rafael Tiza Fernandes","orcid":"https://orcid.org/0009-0006-9589-0684","observed_orcids":["https://orcid.org/0009-0006-9589-0684"]},"institutions":[{"id":"https://openalex.org/I4210095157","display_name":"Unidade Local de Sa\u00fade de S\u00e3o Jos\u00e9","ror":"https://ror.org/00k6r3f30","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I4210095157"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB","PT"],"is_corresponding":false,"raw_author_name":"Rafael Tiza Fernandes","raw_affiliation_strings":["Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","ULS S\u00e3o Jos\u00e9, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"ULS S\u00e3o Jos\u00e9, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210095157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059443971","display_name":"Santhosh G. Thavarajasingam","orcid":"https://orcid.org/0000-0002-9274-0350","observed_orcids":["https://orcid.org/0000-0002-9274-0350"]},"institutions":[{"id":"https://openalex.org/I4210094062","display_name":"University Medical Center of the Johannes Gutenberg University Mainz","ror":"https://ror.org/00q1fsf04","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210094062"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Santhosh G. Thavarajasingam","raw_affiliation_strings":["Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","University Medical Center Mainz, Mainz, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"University Medical Center Mainz, Mainz, Germany","institution_ids":["https://openalex.org/I4210094062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023618877","display_name":"Filipe Wolff Fernandes","orcid":"https://orcid.org/0000-0003-1201-7590","observed_orcids":["https://orcid.org/0000-0003-1201-7590"]},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Filipe Wolff Fernandes","raw_affiliation_strings":["Hannover Medical School, Hannover, Germany","Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795"]},{"raw_affiliation_string":"Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022475177","display_name":"Mrinmoy Kundu","orcid":"https://orcid.org/0000-0002-1240-4569","observed_orcids":["https://orcid.org/0000-0002-1240-4569"]},"institutions":[{"id":"https://openalex.org/I4210133319","display_name":"Institute of Medical Sciences and Sum Hospital","ror":"https://ror.org/03ht2bz32","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210133319"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB","IN"],"is_corresponding":false,"raw_author_name":"Mrinmoy Kundu","raw_affiliation_strings":["Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","Institute of Medical Sciences and SUM Hospital, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Institute of Medical Sciences and SUM Hospital, Bhubaneswar, India","institution_ids":["https://openalex.org/I4210133319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057744799","display_name":"Nathan Simbarashe Chisvo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nathan Chisvo","raw_affiliation_strings":["Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","Imperial College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027536798","display_name":"Daniele S. C. Ramsay","orcid":"https://orcid.org/0000-0001-5585-1118","observed_orcids":["https://orcid.org/0000-0001-5585-1118","https://orcid.org/0000-0002-6247-8398"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniele S.C. Ramsay","raw_affiliation_strings":["Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","Imperial College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial Brain & Spine Initiative, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andreas Kramer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210094062","display_name":"University Medical Center of the Johannes Gutenberg University Mainz","ror":"https://ror.org/00q1fsf04","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210094062"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Kramer","raw_affiliation_strings":["University Medical Center Mainz, Mainz, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Medical Center Mainz, Mainz, Germany","institution_ids":["https://openalex.org/I4210094062"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078759014","display_name":"Florian A. Ringel","orcid":"https://orcid.org/0000-0003-3132-7543","observed_orcids":["https://orcid.org/0000-0003-3132-7543"]},"institutions":[{"id":"https://openalex.org/I4210094062","display_name":"University Medical Center of the Johannes Gutenberg University Mainz","ror":"https://ror.org/00q1fsf04","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210094062"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Ringel","raw_affiliation_strings":["University Medical Center Mainz, Mainz, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Medical Center Mainz, Mainz, Germany","institution_ids":["https://openalex.org/I4210094062"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1950,"currency":"USD","value_usd":1950},"apc_paid":{"value":1950,"currency":"USD","value_usd":1950},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"103781","last_page":"103781"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11406","display_name":"Cerebrospinal fluid and hydrocephalus","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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/T11406","display_name":"Cerebrospinal fluid and hydrocephalus","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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/T12622","display_name":"Neurosurgical Procedures and Complications","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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/idiopathic-normal-pressure-hydrocephalus","display_name":"idiopathic normal pressure hydrocephalus","score":0.9610000252723694},{"id":"https://openalex.org/keywords/shunt-response-prediction","display_name":"shunt response prediction","score":0.9330000281333923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.7549999952316284},{"id":"https://openalex.org/keywords/csf-shunt","display_name":"cerebrospinal fluid shunt","score":0.7639999985694885},{"id":"https://openalex.org/keywords/machine-learning-prediction-models","display_name":"machine learning prediction models","score":0.4729999899864197}],"concepts":[{"id":"https://openalex.org/C2780968331","wikidata":"https://www.wikidata.org/wiki/Q1890115","display_name":"Shunt (medical)","level":2,"score":0.663725733757019},{"id":"https://openalex.org/C2778134817","wikidata":"https://www.wikidata.org/wiki/Q193003","display_name":"Hydrocephalus","level":2,"score":0.6619547009468079},{"id":"https://openalex.org/C2781389367","wikidata":"https://www.wikidata.org/wiki/Q1712213","display_name":"Normal pressure hydrocephalus","level":4,"score":0.5693212151527405},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3273160755634308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3201506733894348},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3187406361103058},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.20885366201400757},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1808282732963562},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.16808485984802246},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.12022638320922852},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.05350878834724426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bas.2024.103781","doi":"https://doi.org/10.1016/j.bas.2024.103781","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bas.2024.103781","pdf_url":null,"source":{"id":"https://openalex.org/S4210215356","display_name":"Brain and Spine","issn_l":"2772-5294","issn":["2772-5294"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","vabb-shw"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain and Spine","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.bas.2024.103781","doi":"https://doi.org/10.1016/j.bas.2024.103781","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bas.2024.103781","pdf_url":null,"source":{"id":"https://openalex.org/S4210215356","display_name":"Brain and Spine","issn_l":"2772-5294","issn":["2772-5294"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","vabb-shw"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain and Spine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9074000120162964,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4414878700","https://openalex.org/W4403351911","https://openalex.org/W4295797286","https://openalex.org/W4402816083","https://openalex.org/W4387044236","https://openalex.org/W4403352705","https://openalex.org/W4387044192","https://openalex.org/W3213172084","https://openalex.org/W7165561034","https://openalex.org/W2773326187"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2024-10-13T00:00:00"}
