{"id":"https://openalex.org/W2921478950","doi":"https://doi.org/10.5220/0007573608240832","title":"Interactive Lungs Auscultation with Reinforcement Learning Agent","display_name":"Interactive Lungs Auscultation with Reinforcement Learning Agent","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2921478950","doi":"https://doi.org/10.5220/0007573608240832","mag":"2921478950"},"language":"en","primary_location":{"id":"doi:10.5220/0007573608240832","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007573608240832","pdf_url":null,"source":null,"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":"Proceedings of the 11th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0007573608240832","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045397888","display_name":"Tomasz Grzywalski","orcid":"https://orcid.org/0000-0002-9388-0494"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tomasz Grzywalski","raw_affiliation_strings":["StethoMe \nR Winogrady 18a, 61-663 Pozna\u0144 and Poland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"StethoMe \nR Winogrady 18a, 61-663 Pozna\u0144 and Poland, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067871124","display_name":"Riccardo Belluzzo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Riccardo Belluzzo","raw_affiliation_strings":["StethoMe \nR Winogrady 18a, 61-663 Pozna\u0144 and Poland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"StethoMe \nR Winogrady 18a, 61-663 Pozna\u0144 and Poland, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054280374","display_name":"Szymon Drgas","orcid":"https://orcid.org/0000-0002-4603-8894"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Szymon Drgas","raw_affiliation_strings":["StethoMe \nR Winogrady 18a, 61-663 Pozna\u0144, Poland, Institute of Automation and Robotics, Pozna\u0144 University of Technology, Piotrowo 3a 60-965 Pozna\u0144 and Poland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"StethoMe \nR Winogrady 18a, 61-663 Pozna\u0144, Poland, Institute of Automation and Robotics, Pozna\u0144 University of Technology, Piotrowo 3a 60-965 Pozna\u0144 and Poland, --- Select a Country ---","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055748862","display_name":"Agnieszka Cwali\u0144ska","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agnieszka Cwali\u0144ska","raw_affiliation_strings":["PhD Department of Infectious Diseases and Child Neurology Karol Marcinkowski, University of Medical Sciences and Poland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"PhD Department of Infectious Diseases and Child Neurology Karol Marcinkowski, University of Medical Sciences and Poland, --- Select a Country ---","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025268727","display_name":"Honorata Hafke-Dys","orcid":"https://orcid.org/0000-0002-3417-5402"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Honorata Hafke-Dys","raw_affiliation_strings":["StethoMe \nR Winogrady 18a, 61-663 Pozna\u0144, Poland, Institute of Acoustics, Faculty of Physics, Adam Mickiewicz University, Umultowska 85, 61-614 Pozna\u0144 and Poland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"StethoMe \nR Winogrady 18a, 61-663 Pozna\u0144, Poland, Institute of Acoustics, Faculty of Physics, Adam Mickiewicz University, Umultowska 85, 61-614 Pozna\u0144 and Poland, --- Select a Country ---","institution_ids":["https://openalex.org/I59411706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045397888"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.0157113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"824","last_page":"832"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9567999839782715,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/auscultation","display_name":"Auscultation","score":0.9643694162368774},{"id":"https://openalex.org/keywords/stethoscope","display_name":"Stethoscope","score":0.8778862357139587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6613826751708984},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5702397227287292},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4688841998577118},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44901108741760254},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39913010597229004},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22694876790046692},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.1282510757446289}],"concepts":[{"id":"https://openalex.org/C2777324038","wikidata":"https://www.wikidata.org/wiki/Q779054","display_name":"Auscultation","level":2,"score":0.9643694162368774},{"id":"https://openalex.org/C2779055095","wikidata":"https://www.wikidata.org/wiki/Q162339","display_name":"Stethoscope","level":2,"score":0.8778862357139587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6613826751708984},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5702397227287292},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4688841998577118},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44901108741760254},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39913010597229004},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22694876790046692},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.1282510757446289}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0007573608240832","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007573608240832","pdf_url":null,"source":null,"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":"Proceedings of the 11th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0007573608240832","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007573608240832","pdf_url":null,"source":null,"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":"Proceedings of the 11th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2596349967","https://openalex.org/W4294762469","https://openalex.org/W2077460349","https://openalex.org/W4380301583","https://openalex.org/W4312229671","https://openalex.org/W2952454465","https://openalex.org/W2031186051","https://openalex.org/W4372271870","https://openalex.org/W1964116167","https://openalex.org/W1980130537"],"abstract_inverted_index":{"To":[0],"perform":[1,47],"a":[2,43,48,64,71],"precise":[3],"auscultation":[4,50,89,97],"for":[5,77],"the":[6,15,61,84,88,100,105],"purposes":[7],"of":[8,10,17,33,74,96,104],"examination":[9,106],"respiratory":[11],"system":[12],"normally":[13],"requires":[14],"presence":[16],"an":[18,79],"experienced":[19],"doctor.":[20],"With":[21],"most":[22],"recent":[23],"advances":[24],"in":[25,37,51,111],"machine":[26],"learning":[27],"and":[28],"artificial":[29],"intelligence,":[30],"automatic":[31],"detection":[32],"pathological":[34],"breath":[35],"phenomena":[36],"sounds":[38],"recorded":[39],"with":[40],"stethoscope":[41],"becomes":[42],"reality.":[44],"But":[45],"to":[46,115],"full":[49],"home":[52],"environment":[53],"by":[54,99],"layman":[55],"is":[56,63],"another":[57],"matter,":[58],"especially":[59],"if":[60],"patient":[62],"child.":[65],"In":[66],"this":[67],"paper":[68],"we":[69],"propose":[70],"unique":[72],"application":[73],"Reinforcement":[75],"Learning":[76],"training":[78],"agent":[80,101],"that":[81,93],"interactively":[82],"guides":[83],"end":[85],"user":[86],"throughout":[87],"procedure.":[90],"We":[91],"show":[92],"\\textit{intelligent}":[94],"selection":[95],"points":[98],"reduces":[102],"time":[103],"fourfold":[107],"without":[108],"significant":[109],"decrease":[110],"diagnosis":[112],"accuracy":[113],"compared":[114],"exhaustive":[116],"auscultation.":[117]},"counts_by_year":[{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
