{"id":"https://openalex.org/W7203675383","doi":"https://doi.org/10.5281/zenodo.21843345","title":"Analysis code and results for \"Budget-dependent selection of risk models under measured embedded deployment cost in two cardiac test beds","display_name":"Analysis code and results for \"Budget-dependent selection of risk models under measured embedded deployment cost in two cardiac test beds","publication_year":2026,"publication_date":"2026-08-19","ids":{"openalex":"https://openalex.org/W7203675383","doi":"https://doi.org/10.5281/zenodo.21843345"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.21843345","doi":"https://doi.org/10.5281/zenodo.21843345","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21843345","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},"volume":null,"type":"software","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.21843345","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016254260","display_name":"\u00dcmit \u015eent\u00fcrk","orcid":"https://orcid.org/0000-0001-9610-9550","observed_orcids":["https://orcid.org/0000-0001-9610-9550"]},"institutions":[{"id":"https://openalex.org/I76973811","display_name":"Bolu Abant \u0130zzet Baysal University","ror":"https://ror.org/01x1kqx83","country_code":"TR","type":"education","lineage":["https://openalex.org/I76973811"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u015eENT\u00dcRK, \u00dcmit","raw_affiliation_strings":["Bolu Abant \u0130zzet Baysal University"],"raw_orcid":"https://orcid.org/0000-0001-9610-9550","affiliations":[{"raw_affiliation_string":"Bolu Abant \u0130zzet Baysal University","institution_ids":["https://openalex.org/I76973811"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077670378","display_name":"Mithat \u00d6nder","orcid":"https://orcid.org/0000-0001-8577-3659","observed_orcids":["https://orcid.org/0000-0001-8577-3659"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u00d6nder, Mithat","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147417289","display_name":"Muhsin U\u011fur Do\u011fan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Do\u011fan, Muhsin U\u011fur","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5147384554","display_name":"Kemal Polat","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Polat, Kemal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9077000021934509,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9077000021934509,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.011699999682605267,"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"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.003700000001117587,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/deployment-cost","display_name":"deployment cost","score":0.7089999914169312},{"id":"https://openalex.org/keywords/cardiac-risk-prediction","display_name":"cardiac risk prediction","score":0.5699999928474426},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"myocardial infarction","score":0.8090000152587891},{"id":"https://openalex.org/keywords/ptb-xl","display_name":"PTB-XL","score":0.9359999895095825},{"id":"https://openalex.org/keywords/raspberry-pi","display_name":"Raspberry Pi","score":0.5019999742507935}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6955999732017517},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.65420001745224},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.4848000109195709},{"id":"https://openalex.org/C3018906752","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary heart disease","level":2,"score":0.4528000056743622},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.43849998712539673},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.383899986743927},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.3822000026702881},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.34459999203681946},{"id":"https://openalex.org/C45827449","wikidata":"https://www.wikidata.org/wiki/Q5270338","display_name":"Diagnosis code","level":3,"score":0.3165999948978424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3075999915599823},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.30730000138282776},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.29840001463890076},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.29490000009536743},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.2870999872684479},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C11783203","wikidata":"https://www.wikidata.org/wiki/Q5478027","display_name":"Framingham Risk Score","level":3,"score":0.2660999894142151},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2632000148296356},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2535000145435333},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2533000111579895},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.2531000077724457}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.5281/zenodo.21843345","doi":"https://doi.org/10.5281/zenodo.21843345","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21843345","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21843346","doi":"https://doi.org/10.5281/zenodo.21843346","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21843346","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.22117724","doi":"https://doi.org/10.5281/zenodo.22117724","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22117724","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.22768203","doi":"https://doi.org/10.5281/zenodo.22768203","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22768203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"}],"best_oa_location":{"id":"doi:10.5281/zenodo.21843345","doi":"https://doi.org/10.5281/zenodo.21843345","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21843345","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7214526508","https://openalex.org/W7223198112","https://openalex.org/W6911922745","https://openalex.org/W6892167527","https://openalex.org/W7204511003","https://openalex.org/W6929885819","https://openalex.org/W7214932375"],"abstract_inverted_index":{"Analysis":[0],"code,":[1],"fold":[2],"assignments,":[3],"measured":[4,22,95],"deployment":[5,24],"footprint":[6],"records,":[7],"simulation":[8,141],"outputs":[9],"and":[10,46,67,83,94,110,127,138,159,170,212,220,247,263,279],"result":[11],"tables":[12],"for":[13,105,166,171],"the":[14,38,56,60,117,122,124,130,134,139,148,167,190,195,218,233,240,260,267,287],"manuscript":[15],"\"Budget-dependent":[16],"selection":[17],"of":[18,59,194,232],"risk":[19],"models":[20],"under":[21,203],"embedded":[23],"cost":[25],"in":[26,37,156,239,270,286],"two":[27,135,140],"cardiac":[28],"test":[29,41],"beds\".":[30],"The":[31,53,70,113,185,223,252],"archive":[32,114,224,261],"reproduces":[33],"every":[34,179],"number":[35],"reported":[36,284],"article.":[39,288],"Two":[40],"beds":[42],"are":[43,47,154,162,189,256,264],"carried":[44],"separately":[45],"never":[48],"pooled":[49],"onto":[50],"one":[51],"axis.":[52],"first":[54],"is":[55,72,208,213,237,283],"Cleveland":[57,186,234],"cohort":[58,235],"UCI":[61,196],"heart":[62],"disease":[63],"collection,":[64],"303":[65],"patients":[66],"19":[68],"arms.":[69,85],"second":[71],"PTB-XL":[73,207],"1.0.3,":[74],"21799":[75],"records":[76],"from":[77,245],"18869":[78],"patients,":[79],"myocardial":[80],"infarction":[81],"superclass":[82],"6":[84],"Every":[86],"arm":[87],"was":[88,243,277],"rebuilt":[89],"as":[90],"a":[91,97,228],"deployable":[92],"artefact":[93],"on":[96],"Raspberry":[98],"Pi":[99],"3":[100],"Model":[101],"B":[102],"Rev":[103],"1.2":[104],"stored":[106],"size,":[107],"resident":[108],"memory":[109],"single-record":[111],"latency.":[112],"also":[115,225],"holds":[116],"protocol":[118,149],"audit":[119],"that":[120,143,236],"precedes":[121],"measurement,":[123],"graph":[125],"branch":[126],"hybrid":[128],"arms,":[129],"paired":[131],"tests":[132],"behind":[133],"null":[136],"results,":[137],"grids":[142],"ask":[144],"what":[145,172],"effect":[146],"size":[147],"could":[150],"have":[151],"detected.":[152],"Scripts":[153],"numbered":[155],"execution":[157],"order":[158,169],"package":[160],"versions":[161],"pinned.":[163],"See":[164],"README.md":[165],"run":[168],"each":[173],"output":[174],"directory":[175],"holds.":[176],"MANIFEST.sha256":[177],"lists":[178],"file":[180],"with":[181],"its":[182],"SHA-256":[183],"digest.":[184],"input":[187],"files":[188,193],"four":[191],"centre":[192],"Heart":[197],"Disease":[198],"collection":[199],"(https://doi.org/10.24432/C52P4X),":[200],"redistributed":[201],"here":[202],"CC":[204],"BY":[205],"4.0.":[206],"about":[209],"4":[210],"GB":[211],"not":[214],"redistributed;":[215],"data/ptbxl/NOTE.md":[216],"gives":[217],"download":[219],"integrity":[221],"check.":[222],"contains":[226],"data/kaggle_heart_1025.csv,":[227],"1025":[229],"row":[230],"redistribution":[231],"audited":[238],"work.":[241],"It":[242],"retrieved":[244],"https://github.com/GehadGad/Heart-disease-dataset/raw/main/heart.csv":[246],"has":[248],"md5":[249],"checksum":[250],"6481ed154d5b8ff83d7c09007aaa6ed0.":[251],"fitted":[253],"model":[254],"artefacts":[255],"omitted":[257],"to":[258],"keep":[259],"small":[262],"regenerated":[265],"by":[266],"scripts":[268],"named":[269],"README.md.":[271],"No":[272],"power":[273],"or":[274],"energy":[275,281],"measurement":[276],"performed":[278],"no":[280],"figure":[282],"anywhere":[285]},"counts_by_year":[],"updated_date":"2026-10-09T09:14:12.587421","created_date":"2026-08-19T00:00:00"}