{"id":"https://openalex.org/W4294690544","doi":"https://doi.org/10.1109/aicas54282.2022.9869980","title":"Real-time prediction of cardiovascular diseases using reservoir-computing and fusion with electronic medical record","display_name":"Real-time prediction of cardiovascular diseases using reservoir-computing and fusion with electronic medical record","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4294690544","doi":"https://doi.org/10.1109/aicas54282.2022.9869980"},"language":"en","primary_location":{"id":"doi:10.1109/aicas54282.2022.9869980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas54282.2022.9869980","pdf_url":null,"source":{"id":"https://openalex.org/S4363608281","display_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5043846253","display_name":"Sudarsan Sadasivuni","orcid":"https://orcid.org/0000-0002-9008-8426"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sudarsan Sadasivuni","raw_affiliation_strings":["University at Buffalo,Electrical Engineering Department,Buffalo,NY,USA","Electrical Engineering Department, University at Buffalo, Buffalo, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,Electrical Engineering Department,Buffalo,NY,USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Electrical Engineering Department, University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021946088","display_name":"Vasundhara Damodaran","orcid":"https://orcid.org/0000-0002-6138-0241"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vasundhara Damodaran","raw_affiliation_strings":["School of Electrical, Computer and Energy Engineering, Arizona State University,Tempe,Arizona,USA","School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, Arizona, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Energy Engineering, Arizona State University,Tempe,Arizona,USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, Arizona, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024679224","display_name":"Imon Banerjee","orcid":"https://orcid.org/0000-0002-3327-8004"},"institutions":[{"id":"https://openalex.org/I4210127938","display_name":"Mayo Clinic Hospital","ror":"https://ror.org/03660jn93","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099","https://openalex.org/I4210127938"]},{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Imon Banerjee","raw_affiliation_strings":["Mayo Clinic Phoenix,Arizona,USA","Mayo Clinic Phoenix, Arizona, USA","School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, Arizona, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic Phoenix,Arizona,USA","institution_ids":["https://openalex.org/I4210127938"]},{"raw_affiliation_string":"Mayo Clinic Phoenix, Arizona, USA","institution_ids":["https://openalex.org/I4210127938"]},{"raw_affiliation_string":"School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, Arizona, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005496543","display_name":"Arindam Sanyal","orcid":"https://orcid.org/0000-0003-4045-6291"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arindam Sanyal","raw_affiliation_strings":["School of Electrical, Computer and Energy Engineering, Arizona State University,Tempe,Arizona,USA","School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, Arizona, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Energy Engineering, Arizona State University,Tempe,Arizona,USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, Arizona, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"58","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998999834060669,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998999834060669,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9729999899864197,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/wearable-computer","display_name":"Wearable computer","score":0.669308066368103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.576729416847229},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5474383234977722},{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.4940047860145569},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.425085186958313},{"id":"https://openalex.org/keywords/asymptomatic","display_name":"Asymptomatic","score":0.42193883657455444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42006564140319824},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3528502583503723},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33367156982421875},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.3296268582344055},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3273496627807617},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.18666282296180725},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18135324120521545},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16394677758216858},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09184342622756958}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.669308066368103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.576729416847229},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5474383234977722},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.4940047860145569},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.425085186958313},{"id":"https://openalex.org/C2777910003","wikidata":"https://www.wikidata.org/wiki/Q1707292","display_name":"Asymptomatic","level":2,"score":0.42193883657455444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42006564140319824},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3528502583503723},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33367156982421875},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3296268582344055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3273496627807617},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.18666282296180725},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18135324120521545},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16394677758216858},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09184342622756958}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aicas54282.2022.9869980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas54282.2022.9869980","pdf_url":null,"source":{"id":"https://openalex.org/S4363608281","display_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8899999856948853}],"awards":[{"id":"https://openalex.org/G1752448061","display_name":null,"funder_award_id":"FA8650-18-2-5402","funder_id":"https://openalex.org/F4320338294","funder_display_name":"Air Force Research Laboratory"},{"id":"https://openalex.org/G8228284158","display_name":null,"funder_award_id":"CCF-194833I","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1995712561","https://openalex.org/W2022438446","https://openalex.org/W2159682675","https://openalex.org/W2185491959","https://openalex.org/W2320696484","https://openalex.org/W2589674618","https://openalex.org/W2754472586","https://openalex.org/W2797806857","https://openalex.org/W2898551707","https://openalex.org/W2904299207","https://openalex.org/W2905059955","https://openalex.org/W2922487710","https://openalex.org/W2946659370","https://openalex.org/W2983115849","https://openalex.org/W3000301330","https://openalex.org/W3012687466","https://openalex.org/W3026786299","https://openalex.org/W3053219234","https://openalex.org/W3083483148","https://openalex.org/W4200604404"],"related_works":["https://openalex.org/W1539704186","https://openalex.org/W2399890175","https://openalex.org/W3202479762","https://openalex.org/W2480493049","https://openalex.org/W4322582183","https://openalex.org/W4308177873","https://openalex.org/W1937392525","https://openalex.org/W2347632764","https://openalex.org/W2286687623","https://openalex.org/W2353982255"],"abstract_inverted_index":{"Cardiovascular":[0],"diseases":[1,124],"(CVDs)":[2],"are":[3,19],"a":[4,39,55],"leading":[5,25],"cause":[6],"of":[7,32,49,71,80,97,119,130],"death":[8],"in":[9,21],"USA":[10],"and":[11,29,63,95,121],"globally,":[12],"but":[13],"many":[14],"people":[15],"suffering":[16],"from":[17],"CVDs":[18,72],"asymptomatic":[20],"the":[22,34,114],"early":[23,75],"stages":[24],"to":[26],"reduced":[27],"awareness,":[28],"less":[30],"chances":[31],"managing":[33],"disease.":[35],"This":[36],"work":[37],"presents":[38],"potential":[40],"solution":[41],"for":[42,53,68,92],"at-home":[43],"monitoring":[44],"by":[45],"leveraging":[46],"predictive":[47],"power":[48],"artificial":[50],"intelligence":[51],"(AI)":[52],"developing":[54],"fusion":[56,102],"framework":[57,103],"that":[58,89],"combines":[59],"patient":[60],"electrocardiogram":[61],"(ECG)":[62],"electronic":[64],"medical":[65],"record":[66],"(EMR)":[67],"predicting":[69],"risk":[70],"at":[73],"an":[74],"stage.":[76],"To":[77],"improve":[78],"energy-efficiency":[79],"wearable":[81],"ECG":[82],"sensor,":[83],"in-sensor":[84],"analog":[85],"reservoir-computing":[86],"is":[87,133],"proposed":[88],"precludes":[90],"need":[91],"front-end":[93],"digitization":[94],"transmission":[96],"raw":[98],"sensor":[99],"data.":[100],"The":[101],"predicts":[104],"ischemic":[105],"heart":[106,123],"disease":[107],"(I20\u2013I25":[108],"ICD":[109,126],"codes)":[110,127],"with":[111,128],"area":[112],"under":[113],"receiver":[115],"operating":[116],"characteristic":[117],"(AUROC)":[118],"0.91,":[120],"other":[122],"(I30\u2013I52":[125],"AUROC":[129],"0.95":[131],"which":[132],"better":[134],"than":[135],"state-of-the-art":[136],"while":[137],"not":[138],"requiring":[139],"laboratory":[140],"test":[141],"results.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}