{"id":"https://openalex.org/W2996593097","doi":"https://doi.org/10.1109/snams.2019.8931857","title":"Adaptive Treatment Assisting System for Patients Using Machine Learning","display_name":"Adaptive Treatment Assisting System for Patients Using Machine Learning","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2996593097","doi":"https://doi.org/10.1109/snams.2019.8931857","mag":"2996593097"},"language":"en","primary_location":{"id":"doi:10.1109/snams.2019.8931857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams.2019.8931857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS)","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/A5090917678","display_name":"Muddasar Naeem","orcid":"https://orcid.org/0000-0003-0815-4883"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Muddasar Naeem","raw_affiliation_strings":["Department of Engineering, Universita\u2019 Degli Studi di Napoli \u2018Parthenope\u2019 ICAR-CNR, Napoli, Italy","Department of Engineering, Universita' Degli Studi di Napoli 'Parthenope' ICAR-CNR, Napoli, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Universita\u2019 Degli Studi di Napoli \u2018Parthenope\u2019 ICAR-CNR, Napoli, Italy","institution_ids":["https://openalex.org/I183638586"]},{"raw_affiliation_string":"Department of Engineering, Universita' Degli Studi di Napoli 'Parthenope' ICAR-CNR, Napoli, Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088137751","display_name":"Antonio Coronato","orcid":"https://orcid.org/0000-0001-8177-032X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Coronato","raw_affiliation_strings":["Self Learning Systems Group ICAR-CNR, Napoli, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Self Learning Systems Group ICAR-CNR, Napoli, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004099494","display_name":"Giovanni Paragliola","orcid":"https://orcid.org/0000-0003-3580-9232"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giovanni Paragliola","raw_affiliation_strings":["Self Learning Systems Group ICAR-CNR, Napoli, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Self Learning Systems Group ICAR-CNR, Napoli, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2824,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.67390934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2019","issue":null,"first_page":"460","last_page":"465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.994700014591217,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.994700014591217,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9753000140190125,"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/computer-science","display_name":"Computer science","score":0.6915318965911865},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.583710253238678},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5051866173744202},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4628120958805084},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.45301467180252075},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4493206739425659},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38923361897468567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37597113847732544},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12746962904930115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6915318965911865},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.583710253238678},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5051866173744202},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4628120958805084},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.45301467180252075},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4493206739425659},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38923361897468567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37597113847732544},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12746962904930115},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/snams.2019.8931857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams.2019.8931857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"},{"id":"mag:3083868666","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002226084615896","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W27306700","https://openalex.org/W41554520","https://openalex.org/W50486269","https://openalex.org/W88764598","https://openalex.org/W1964974430","https://openalex.org/W1975742026","https://openalex.org/W1986511648","https://openalex.org/W1990468611","https://openalex.org/W2007151269","https://openalex.org/W2046020595","https://openalex.org/W2055936049","https://openalex.org/W2061376642","https://openalex.org/W2094754665","https://openalex.org/W2098584016","https://openalex.org/W2099159299","https://openalex.org/W2108114251","https://openalex.org/W2113096211","https://openalex.org/W2120763784","https://openalex.org/W2125612430","https://openalex.org/W2134103864","https://openalex.org/W2140235142","https://openalex.org/W2146136606","https://openalex.org/W2168405694","https://openalex.org/W2185957158","https://openalex.org/W2399750036","https://openalex.org/W2524216437","https://openalex.org/W2580909119","https://openalex.org/W2623293810","https://openalex.org/W2789077911","https://openalex.org/W2886477508","https://openalex.org/W2900767519","https://openalex.org/W2946485478","https://openalex.org/W2951455829","https://openalex.org/W2962676505","https://openalex.org/W3006034187","https://openalex.org/W3112212543","https://openalex.org/W4214717370","https://openalex.org/W4292918144","https://openalex.org/W6737133519","https://openalex.org/W6754158582"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W2094012830","https://openalex.org/W187246281","https://openalex.org/W2079194830"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"techniques":[2],"have":[3],"achieved":[4],"a":[5,27,55,82,119,135],"lot":[6],"of":[7,43,47,61,84,129,157,165,169],"success":[8],"in":[9,35,141],"many":[10],"healthcare":[11],"related":[12],"aspects":[13],"including":[14],"personalized":[15],"treatment,":[16],"medical":[17],"imaging,":[18],"diagnostic":[19],"systems":[20],"etc.":[21],"In":[22,41],"present":[23],"work,":[24],"we":[25],"propose":[26],"medicine":[28,179],"reminder":[29],"system":[30,79,114,151],"which":[31,110,171],"can":[32,80],"assist":[33],"patients":[34,48,94],"their":[36,98],"treatment":[37,44,132,137],"process":[38],"at":[39,45],"home.":[40],"case":[42],"home":[46],"with":[49,93,154],"different":[50],"physical":[51,100,123,159],"and/or":[52,101],"mental":[53,102,121,161],"disabilities,":[54],"key":[56],"challenge":[57],"is":[58,163],"the":[59,62,77,112,127,130,155,174,177],"choice":[60],"proper":[63],"message":[64,170],"for":[65],"each":[66],"specific":[67,99],"patient":[68,156,175],"taking":[69,95],"into":[70,96],"account":[71,97],"his/her":[72],"needs.":[73],"To":[74,125],"this":[75],"aim,":[76],"proposed":[78,131,150],"use":[81],"variety":[83],"messages":[85],"(i.e":[86],"audio,":[87],"visual":[88],"and":[89,122,160],"textual)":[90],"to":[91,115,118,176],"communicate":[92],"disabilities.":[103],"We":[104],"apply":[105],"Upper":[106],"Confidence":[107],"Bound":[108],"method":[109],"enables":[111],"guidance":[113],"adapt":[116],"according":[117],"patient`s":[120],"skills.":[124],"demonstrate":[126],"feasibility":[128],"assisting":[133],"system,":[134],"sample":[136],"plan":[138],"are":[139],"implemented":[140],"an":[142],"simulated":[143,158],"experiment.":[144],"The":[145],"results":[146],"show":[147],"that":[148],"our":[149],"through":[152],"interactions":[153],"skills":[162],"capable":[164],"selecting":[166],"right":[167,178],"mode":[168],"will":[172],"lead":[173],"box.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}