{"id":"https://openalex.org/W7127037930","doi":"https://doi.org/10.1007/978-3-032-14964-0_26","title":"A Prediction Model Based On Recurrent Neural Network To Predict Freezing Of Gait Related To Parkinson\u2019s Disease","display_name":"A Prediction Model Based On Recurrent Neural Network To Predict Freezing Of Gait Related To Parkinson\u2019s Disease","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127037930","doi":"https://doi.org/10.1007/978-3-032-14964-0_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-14964-0_26","doi":"https://doi.org/10.1007/978-3-032-14964-0_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14964-0_26","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"parent_works":[{"id":"https://openalex.org/W7127050123","display_name":"New Technologies, Artificial Intelligence and Smart Data: 12th International Conference, INTIS 2024, Tangier, Morocco, May 30 \u2013 June 1, 2024, Revised Selected Papers","relationship":"volume"}],"lineage":["https://openalex.org/W7127037930","https://openalex.org/W7127050123"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5124722330","display_name":"Yurub Awwad","orcid":"https://orcid.org/0009-0008-9503-2342","observed_orcids":["https://orcid.org/0009-0008-9503-2342"]},"institutions":[{"id":"https://openalex.org/I53620714","display_name":"Arab American University","ror":"https://ror.org/04jmsq731","country_code":"PS","type":"education","lineage":["https://openalex.org/I53620714"]}],"countries":["PS"],"is_corresponding":true,"raw_author_name":"Yurub Awwad","raw_affiliation_strings":["Arab American University, Jenin, Palestine"],"raw_orcid":"https://orcid.org/0009-0008-9503-2342","affiliations":[{"raw_affiliation_string":"Arab American University, Jenin, Palestine","institution_ids":["https://openalex.org/I53620714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109252861","display_name":"Amjad Rattrout","orcid":"https://orcid.org/0000-0003-1842-4613","observed_orcids":["https://orcid.org/0000-0003-1842-4613"]},"institutions":[{"id":"https://openalex.org/I53620714","display_name":"Arab American University","ror":"https://ror.org/04jmsq731","country_code":"PS","type":"education","lineage":["https://openalex.org/I53620714"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Amjad Rattrout","raw_affiliation_strings":["Arab American University, Jenin, Palestine"],"raw_orcid":"https://orcid.org/0000-0003-1842-4613","affiliations":[{"raw_affiliation_string":"Arab American University, Jenin, Palestine","institution_ids":["https://openalex.org/I53620714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043992622","display_name":"Rashid Jayousi","orcid":"https://orcid.org/0000-0002-3685-5516","observed_orcids":["https://orcid.org/0000-0002-3685-5516"]},"institutions":[{"id":"https://openalex.org/I21215505","display_name":"Al-Quds University","ror":"https://ror.org/04hym7e04","country_code":"PS","type":"education","lineage":["https://openalex.org/I21215505"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Rashid Jayousi","raw_affiliation_strings":["Alquds University, Abu Dis, Palestine"],"raw_orcid":"https://orcid.org/0000-0002-3685-5516","affiliations":[{"raw_affiliation_string":"Alquds University, Abu Dis, Palestine","institution_ids":["https://openalex.org/I21215505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5124722330"],"corresponding_institution_ids":["https://openalex.org/I53620714"],"apc_list":null,"apc_paid":null,"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":null,"issue":null,"first_page":"319","last_page":"327"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.010300000198185444,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.004000000189989805,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/freezing-of-gait","display_name":"freezing of gait","score":0.9409999847412109},{"id":"https://openalex.org/keywords/parkinson-s-disease","display_name":"Parkinson's disease","score":1.0},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.8569999933242798},{"id":"https://openalex.org/keywords/predictive-model","display_name":"prediction model","score":0.7039999961853027},{"id":"https://openalex.org/keywords/fall-detection","display_name":"fall detection","score":0.5899999737739563},{"id":"https://openalex.org/keywords/patient-monitoring-systems","display_name":"patient monitoring systems","score":0.7369999885559082},{"id":"https://openalex.org/keywords/movement-difficulty","display_name":"movement difficulty","score":0.34200000762939453}],"concepts":[{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.8080000281333923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7177000045776367},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5703999996185303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5324000120162964},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5123999714851379},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5073999762535095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4352000057697296},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.32829999923706055},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.3043000102043152},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.25769999623298645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-14964-0_26","doi":"https://doi.org/10.1007/978-3-032-14964-0_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14964-0_26","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8371999859809875}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2143545157","https://openalex.org/W2145362071","https://openalex.org/W2789741519","https://openalex.org/W2900854473","https://openalex.org/W2921354076","https://openalex.org/W2974308384","https://openalex.org/W3136300530","https://openalex.org/W3166362136","https://openalex.org/W4206127095","https://openalex.org/W4212848072"],"related_works":["https://openalex.org/W2921806561","https://openalex.org/W2536803406","https://openalex.org/W6981054399","https://openalex.org/W2971614898","https://openalex.org/W3209780597","https://openalex.org/W4405754804","https://openalex.org/W4386821295","https://openalex.org/W2965686269","https://openalex.org/W4416944981","https://openalex.org/W3001492333"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2026-02-03T00:00:00"}