{"id":"https://openalex.org/W3081820192","doi":"https://doi.org/10.1109/embc44109.2020.9176634","title":"Robust Methods to Detect Abnormal Initiation in the Gastric Slow Wave from Cutaneous Recordings","display_name":"Robust Methods to Detect Abnormal Initiation in the Gastric Slow Wave from Cutaneous Recordings","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3081820192","doi":"https://doi.org/10.1109/embc44109.2020.9176634","mag":"3081820192","pmid":"https://pubmed.ncbi.nlm.nih.gov/33017970"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9176634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5058202707","display_name":"Anjulie S. Agrusa","orcid":"https://orcid.org/0000-0001-9090-0667"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anjulie S. Agrusa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061445294","display_name":"Alexis B. Allegra","orcid":"https://orcid.org/0000-0002-9811-764X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexis B. Allegra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051556202","display_name":"David C. Kunkel","orcid":"https://orcid.org/0000-0001-7319-8677"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David C. Kunkel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5046582466","display_name":"Todd P. Coleman","orcid":"https://orcid.org/0000-0002-2144-2495"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Todd P. Coleman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2020","issue":null,"first_page":"225","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10365","display_name":"Gastrointestinal motility and disorders","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T10365","display_name":"Gastrointestinal motility and disorders","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9890999794006348,"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"}},{"id":"https://openalex.org/T11204","display_name":"Ion Channels and Receptors","score":0.9247000217437744,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.6239505410194397},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5758803486824036},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5457396507263184},{"id":"https://openalex.org/keywords/gastroparesis","display_name":"Gastroparesis","score":0.4813040792942047},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.47326186299324036},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44791683554649353},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4433539807796478},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3926117718219757},{"id":"https://openalex.org/keywords/stomach","display_name":"Stomach","score":0.36276304721832275},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.339863121509552},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16667965054512024}],"concepts":[{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.6239505410194397},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5758803486824036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5457396507263184},{"id":"https://openalex.org/C2778769438","wikidata":"https://www.wikidata.org/wiki/Q943897","display_name":"Gastroparesis","level":4,"score":0.4813040792942047},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.47326186299324036},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44791683554649353},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4433539807796478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3926117718219757},{"id":"https://openalex.org/C2779422922","wikidata":"https://www.wikidata.org/wiki/Q1029907","display_name":"Stomach","level":2,"score":0.36276304721832275},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.339863121509552},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16667965054512024},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C3020479747","wikidata":"https://www.wikidata.org/wiki/Q1029907","display_name":"Gastric emptying","level":3,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004415","descriptor_name":"Dyspepsia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004415","descriptor_name":"Dyspepsia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004415","descriptor_name":"Dyspepsia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018589","descriptor_name":"Gastroparesis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D018589","descriptor_name":"Gastroparesis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D018589","descriptor_name":"Gastroparesis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc44109.2020.9176634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33017970","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33017970","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.47999998927116394,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W31078748","https://openalex.org/W1496078382","https://openalex.org/W1517219552","https://openalex.org/W1522301498","https://openalex.org/W1535517181","https://openalex.org/W1805824803","https://openalex.org/W1963943962","https://openalex.org/W1966040211","https://openalex.org/W1972145223","https://openalex.org/W1976417794","https://openalex.org/W1980456997","https://openalex.org/W1994528638","https://openalex.org/W1997587937","https://openalex.org/W2005441636","https://openalex.org/W2007267765","https://openalex.org/W2010682403","https://openalex.org/W2060116619","https://openalex.org/W2062118960","https://openalex.org/W2062120729","https://openalex.org/W2065994042","https://openalex.org/W2070564499","https://openalex.org/W2070891514","https://openalex.org/W2091459554","https://openalex.org/W2099590846","https://openalex.org/W2117948887","https://openalex.org/W2129540753","https://openalex.org/W2136488243","https://openalex.org/W2140024282","https://openalex.org/W2149933564","https://openalex.org/W2155541015","https://openalex.org/W2160829471","https://openalex.org/W2163545331","https://openalex.org/W2257534197","https://openalex.org/W2292132735","https://openalex.org/W2315597219","https://openalex.org/W2411778502","https://openalex.org/W2587949015","https://openalex.org/W2611213375","https://openalex.org/W2795095500","https://openalex.org/W2898765633","https://openalex.org/W2912891780","https://openalex.org/W2916013133","https://openalex.org/W2937445474","https://openalex.org/W2944168378","https://openalex.org/W2949285539","https://openalex.org/W2964121744","https://openalex.org/W2994305556","https://openalex.org/W3104684223","https://openalex.org/W4240541249","https://openalex.org/W4240875076","https://openalex.org/W4294375521","https://openalex.org/W4299518610","https://openalex.org/W6601256597","https://openalex.org/W6631190155","https://openalex.org/W6667266742","https://openalex.org/W6682132143","https://openalex.org/W6682778277","https://openalex.org/W6763172184"],"related_works":["https://openalex.org/W4383818024","https://openalex.org/W2019124679","https://openalex.org/W2315358070","https://openalex.org/W3183901164","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3167935049","https://openalex.org/W3003905048","https://openalex.org/W2253429366","https://openalex.org/W3127975138"],"abstract_inverted_index":{"Upper":[0],"gastrointestinal":[1],"(GI)":[2],"disorders":[3],"are":[4,87],"highly":[5],"prevalent,":[6],"with":[7,82,91,173,184],"gastroparesis":[8],"(GP)":[9],"and":[10,16,30,58,76,126,137,188,219],"functional":[11],"dyspepsia":[12],"(FD)":[13],"affecting":[14],"3%":[15],"10%":[17],"of":[18,28,46,55,158],"the":[19,52,66,103,156,159,163,169,199,201,213],"US":[20],"population,":[21],"respectively.":[22],"Despite":[23],"overlapping":[24],"symptoms,":[25],"differing":[26],"etiologies":[27],"GP":[29],"FD":[31],"have":[32],"distinct":[33],"optimal":[34],"treatments,":[35],"thus":[36],"making":[37],"their":[38,100],"management":[39],"a":[40,116,147],"challenge.":[41],"One":[42],"such":[43],"cause,":[44],"that":[45,149,181],"gastric":[47,71],"slow":[48,72,105,134,176],"wave":[49,73,106,135,177],"abnormalities,":[50],"affects":[51],"electromechanical":[53],"coordination":[54],"pacemaker":[56],"cells":[57,61],"smooth":[59],"muscle":[60],"in":[62,70,114,129,154,191,210],"propelling":[63],"food":[64],"through":[65],"GI":[67],"tract.":[68],"Abnormalities":[69],"initiation":[74,161],"location":[75,136,157],"propagation":[77,138],"patterns":[78],"can":[79],"be":[80],"treated":[81],"novel":[83],"pacing":[84],"technologies":[85],"but":[86,212],"challenging":[88,215],"to":[89,99,121,145,152,175,198],"identify":[90],"traditional":[92],"spectral":[93],"analyses":[94],"from":[95],"cutaneous":[96,124],"recordings":[97,125],"due":[98],"occurrence":[101],"at":[102],"normal":[104,131],"frequency.":[107],"This":[108],"work":[109,113],"advances":[110],"our":[111],"previous":[112],"developing":[115],"3D":[117],"convolutional":[118],"neural":[119],"network":[120,203],"process":[122],"multi-electrode":[123],"successfully":[127],"classify,":[128],"silico,":[130],"versus":[132],"abnormal":[133,160],"patterns.":[139],"Here,":[140],"we":[141],"use":[142],"transfer":[143,194],"learning":[144,195],"build":[146],"method":[148],"is":[150],"robust":[151],"heterogeneity":[153],"both":[155],"on":[162,205],"stomach":[164],"surface":[165],"as":[166,168],"well":[167],"recording":[170],"start":[171],"times":[172],"respect":[174],"cycles.":[178],"We":[179],"find":[180],"by":[182],"starting":[183],"training":[185,192],"lowest-complexity":[186],"models":[187],"building":[189],"complexity":[190],"sets,":[193],"one":[196],"model":[197],"next,":[200],"final":[202],"exhibits,":[204],"average,":[206],"80%":[207],"classification":[208],"accuracy":[209],"all":[211,226],"most":[214],"spatial":[216],"abnormality":[217],"location,":[218],"below":[220],"5%":[221],"Type-I":[222],"error":[223],"probabilities":[224],"across":[225],"locations.":[227]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
