{"id":"https://openalex.org/W3093704932","doi":"https://doi.org/10.1109/iscc50000.2020.9219713","title":"Towards an Ambient Estimation of Stool Types to Support Nutrition Counseling for People affected by the Geriatric Frailty Syndrome","display_name":"Towards an Ambient Estimation of Stool Types to Support Nutrition Counseling for People affected by the Geriatric Frailty Syndrome","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3093704932","doi":"https://doi.org/10.1109/iscc50000.2020.9219713","mag":"3093704932"},"language":"en","primary_location":{"id":"doi:10.1109/iscc50000.2020.9219713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc50000.2020.9219713","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium on Computers and Communications (ISCC)","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/A5027759369","display_name":"Patrick Elfert","orcid":"https://orcid.org/0000-0002-9834-0702"},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Patrick Elfert","raw_affiliation_strings":["OFFIS Institute for Information Technology, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"OFFIS Institute for Information Technology, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005597550","display_name":"Simon Siggelkow","orcid":null},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon Siggelkow","raw_affiliation_strings":["OFFIS Institute for Information Technology, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"OFFIS Institute for Information Technology, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062961780","display_name":"Marco Eichelberg","orcid":"https://orcid.org/0000-0002-8590-3318"},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Eichelberg","raw_affiliation_strings":["OFFIS Institute for Information Technology, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"OFFIS Institute for Information Technology, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060354161","display_name":"Andreas Hein","orcid":"https://orcid.org/0000-0001-8846-2282"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Hein","raw_affiliation_strings":["Department of Health Services Research, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Health Services Research, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027759369"],"corresponding_institution_ids":["https://openalex.org/I202367325"],"apc_list":null,"apc_paid":null,"fwci":0.8091,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74002718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"58","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12769","display_name":"Stoma care and complications","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12769","display_name":"Stoma care and complications","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10397","display_name":"Nutrition and Health in Aging","score":0.9682000279426575,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T11011","display_name":"Frailty in Older Adults","score":0.9656999707221985,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"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/toilet","display_name":"Toilet","score":0.7664874196052551},{"id":"https://openalex.org/keywords/constipation","display_name":"Constipation","score":0.7198314070701599},{"id":"https://openalex.org/keywords/anus","display_name":"Anus","score":0.5977729558944702},{"id":"https://openalex.org/keywords/diarrhea","display_name":"Diarrhea","score":0.5152259469032288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5027697086334229},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4775839149951935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4764416813850403},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4712061285972595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3406878113746643},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2757801115512848},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12626901268959045},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.11419987678527832}],"concepts":[{"id":"https://openalex.org/C2778357586","wikidata":"https://www.wikidata.org/wiki/Q7857","display_name":"Toilet","level":2,"score":0.7664874196052551},{"id":"https://openalex.org/C2781112942","wikidata":"https://www.wikidata.org/wiki/Q178436","display_name":"Constipation","level":2,"score":0.7198314070701599},{"id":"https://openalex.org/C2779973185","wikidata":"https://www.wikidata.org/wiki/Q497","display_name":"Anus","level":2,"score":0.5977729558944702},{"id":"https://openalex.org/C2779802037","wikidata":"https://www.wikidata.org/wiki/Q40878","display_name":"Diarrhea","level":2,"score":0.5152259469032288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5027697086334229},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4775839149951935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4764416813850403},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4712061285972595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3406878113746643},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2757801115512848},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12626901268959045},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.11419987678527832},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc50000.2020.9219713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc50000.2020.9219713","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.8100000023841858,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1635987871","https://openalex.org/W1913661415","https://openalex.org/W1936922463","https://openalex.org/W1991953885","https://openalex.org/W2002638424","https://openalex.org/W2021834932","https://openalex.org/W2033502671","https://openalex.org/W2044584198","https://openalex.org/W2046549547","https://openalex.org/W2072064894","https://openalex.org/W2145023731","https://openalex.org/W2164059021","https://openalex.org/W2397602830","https://openalex.org/W2474113282","https://openalex.org/W2501568183","https://openalex.org/W2602048108","https://openalex.org/W2787490498","https://openalex.org/W2911397966","https://openalex.org/W2942493170","https://openalex.org/W6712522930","https://openalex.org/W6720771170"],"related_works":["https://openalex.org/W2995280052","https://openalex.org/W2774508785","https://openalex.org/W2414675490","https://openalex.org/W4214777217","https://openalex.org/W2393734156","https://openalex.org/W2018262001","https://openalex.org/W2026356291","https://openalex.org/W2356652428","https://openalex.org/W2349552357","https://openalex.org/W2733747165"],"abstract_inverted_index":{"A":[0],"person\u2019s":[1],"stool":[2,31,69,78,86],"can":[3],"tell":[4],"a":[5,22,33,44,53,59],"lot":[6],"about":[7],"his":[8],"or":[9,18],"her":[10],"state":[11],"of":[12,39,41,68,105,120,138,140,146],"health.":[13],"Among":[14],"other":[15],"things,":[16],"diarrhea":[17],"constipation":[19],"lead":[20],"to":[21,101,128],"reduced":[23],"digestive":[24],"efficiency.":[25],"For":[26],"many":[27],"people":[28],"their":[29],"own":[30],"is":[32,87],"shameful":[34],"topic.":[35],"However,":[36],"the":[37,48,81,93,98,103,118],"effectiveness":[38],"digestion":[40],"food":[42],"has":[43],"direct":[45],"influence":[46],"on":[47,80],"recommendations":[49],"for":[50,62],"patients":[51],"undergoing":[52],"nutritional":[54],"therapy.":[55],"This":[56],"paper":[57],"outlines":[58],"prototypical":[60],"system":[61],"an":[63],"automatic":[64],"and":[65,76,123],"ambient":[66],"classification":[67,144],"forms":[70],"into":[71],"three":[72],"classes:":[73],"thin,":[74],"normal,":[75],"hard":[77],"based":[79],"Bristol":[82],"Stool":[83],"Scale.":[84],"The":[85,131],"recorded":[88],"in":[89],"transit":[90],"after":[91],"exiting":[92],"anus":[94],"until":[95],"it":[96],"reaches":[97],"toilet":[99],"floor":[100],"avoid":[102],"problems":[104],"conventional":[106],"procedures.":[107],"Corresponding":[108],"data":[109],"were":[110,126],"generated":[111],"under":[112],"laboratory":[113],"conditions.":[114],"Various":[115],"algorithms":[116,142],"from":[117],"field":[119],"machine":[121],"learning":[122,125],"deep":[124],"applied":[127],"this":[129],"data.":[130],"evaluation":[132],"results":[133],"show":[134],"that":[135],"two":[136],"out":[137],"five":[139],"these":[141],"achieve":[143],"rates":[145],"100%.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}