乐胖代购免代理版

{"id":"https://openalex.org/W4401282966","doi":"https://doi.org/10.1016/j.compbiomed.2024.108957","title":"Action tremor features discovery for essential tremor and Parkinson's disease with explainable multilayer BiLSTM","display_name":"Action tremor features discovery for essential tremor and Parkinson's disease with explainable multilayer BiLSTM","publication_year":2024,"publication_date":"2024-08-03","ids":{"openalex":"https://openalex.org/W4401282966","doi":"https://doi.org/10.1016/j.compbiomed.2024.108957","pmid":"https://pubmed.ncbi.nlm.nih.gov/39098236"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.108957","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.compbiomed.2024.108957","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063533725","display_name":"Yu Xuan Teo","orcid":"https://orcid.org/0000-0002-1288-9025"},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Yu Xuan Teo","raw_affiliation_strings":["Department of Electrical & Robotics Engineering, School of Engineering, Monash University Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Robotics Engineering, School of Engineering, Monash University Malaysia, Malaysia","institution_ids":["https://openalex.org/I11662577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014422722","display_name":"Rui En Lee","orcid":"https://orcid.org/0009-0005-6586-359X"},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rui En Lee","raw_affiliation_strings":["Department of Electrical & Robotics Engineering, School of Engineering, Monash University Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Robotics Engineering, School of Engineering, Monash University Malaysia, Malaysia","institution_ids":["https://openalex.org/I11662577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041564618","display_name":"Surya G. Nurzaman","orcid":"https://orcid.org/0000-0002-8157-6495"},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Surya Girinatha Nurzaman","raw_affiliation_strings":["Department of Mechanical Engineering, School of Engineering, Monash University Malaysia, Bandar Sunway, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, School of Engineering, Monash University Malaysia, Bandar Sunway, Malaysia","institution_ids":["https://openalex.org/I11662577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047646061","display_name":"Chee Pin Tan","orcid":"https://orcid.org/0000-0003-0162-3763"},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chee Pin Tan","raw_affiliation_strings":["Department of Electrical & Robotics Engineering, School of Engineering, Monash University Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Robotics Engineering, School of Engineering, Monash University Malaysia, Malaysia","institution_ids":["https://openalex.org/I11662577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091205751","display_name":"Ping Yi Chan","orcid":"https://orcid.org/0000-0002-4213-0263"},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Ping Yi Chan","raw_affiliation_strings":["Department of Electrical & Robotics Engineering, School of Engineering, Monash University Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Robotics Engineering, School of Engineering, Monash University Malaysia, Malaysia","institution_ids":["https://openalex.org/I11662577"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091205751"],"corresponding_institution_ids":["https://openalex.org/I11662577"],"apc_list":{"value":2610,"currency":"USD","value_usd":2610,"provenance":"doaj"},"apc_paid":{"value":2610,"currency":"USD","value_usd":2610,"provenance":"doaj"},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":83},"biblio":{"volume":"180","issue":null,"first_page":"108957","last_page":"108957"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10919","display_name":"Neurological disorders and treatments","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9736,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9734,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"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/feature","display_name":"Feature (linguistics)","score":0.4890991},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance","score":0.47280425}],"concepts":[{"id":"https://openalex.org/C2780112193","wikidata":"https://www.wikidata.org/wiki/Q693519","display_name":"Essential tremor","level":2,"score":0.74930364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.63801855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5856925},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4890991},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47852743},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.47280425},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.43829656},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42502248},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36831695},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.27200794},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18323982},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08438349},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020329","descriptor_name":"Essential Tremor","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false}],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.108957","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39098236","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_indexed_in_scopus":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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.108957","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":55,"referenced_works":["https://openalex.org/W1787224781","https://openalex.org/W1836465849","https://openalex.org/W1969494757","https://openalex.org/W1981826327","https://openalex.org/W1991618648","https://openalex.org/W1998542233","https://openalex.org/W2007822621","https://openalex.org/W2025514142","https://openalex.org/W2027781579","https://openalex.org/W2045822653","https://openalex.org/W2064996887","https://openalex.org/W2109363337","https://openalex.org/W2115375665","https://openalex.org/W2151171937","https://openalex.org/W2159544064","https://openalex.org/W2169684591","https://openalex.org/W2738975713","https://openalex.org/W2805089815","https://openalex.org/W2934399013","https://openalex.org/W2947737017","https://openalex.org/W2964045325","https://openalex.org/W2964801665","https://openalex.org/W2968046103","https://openalex.org/W2970416468","https://openalex.org/W2980180565","https://openalex.org/W2980467513","https://openalex.org/W2986268970","https://openalex.org/W2992165676","https://openalex.org/W3016115762","https://openalex.org/W3021886805","https://openalex.org/W3036319923","https://openalex.org/W3045732690","https://openalex.org/W3046761449","https://openalex.org/W3082709982","https://openalex.org/W3085287851","https://openalex.org/W3092273386","https://openalex.org/W3099103017","https://openalex.org/W3104523752","https://openalex.org/W3119640832","https://openalex.org/W3120314401","https://openalex.org/W3159013048","https://openalex.org/W3202026568","https://openalex.org/W3209901185","https://openalex.org/W4220740220","https://openalex.org/W4221074078","https://openalex.org/W4223596699","https://openalex.org/W4245312437","https://openalex.org/W4360981003","https://openalex.org/W4382999362","https://openalex.org/W4385732922","https://openalex.org/W4386458312","https://openalex.org/W4387966606","https://openalex.org/W4388023898","https://openalex.org/W4389306688","https://openalex.org/W4391449530"],"related_works":["https://openalex.org/W4394310658","https://openalex.org/W4295787602","https://openalex.org/W4241673341","https://openalex.org/W4225005357","https://openalex.org/W3141415727","https://openalex.org/W279230377","https://openalex.org/W2580364653","https://openalex.org/W1988613431","https://openalex.org/W1978539339","https://openalex.org/W1977357939"],"abstract_inverted_index":{"The":[0,104,134,165],"tremors":[1,112],"of":[2,74,201],"Parkinson's":[3],"disease":[4],"(PD)":[5],"and":[6,94,110,116,127,161,222,228,246],"essential":[7],"tremor":[8,102,121,145,162,203],"(ET)":[9],"are":[10],"known":[11],"to":[12,22,34,58,69,175,186,198,212,226,237],"have":[13],"overlapping":[14,215],"characteristics":[15,93],"that":[16,88,137,168,195],"make":[17,59,238],"it":[18],"complicated":[19],"for":[20],"clinicians":[21,236],"distinguish":[23],"them.":[24],"While":[25],"deep":[26,75],"learning":[27,76],"is":[28,40,152,181],"robust":[29],"in":[30,42,48,64,101,130,149],"detecting":[31],"features":[32],"unnoticeable":[33],"humans,":[35],"an":[36],"opaque":[37],"trained":[38],"model":[39,57,234],"impractical":[41],"clinical":[43],"scenarios":[44],"as":[45,147],"coincidental":[46],"correlations":[47],"the":[49,56,71,96,118,131,138,141,169,178,182,190,199,208,214],"training":[50],"data":[51],"may":[52,62,206],"be":[53,207],"used":[54],"by":[55,78,154],"classifications,":[60,241],"which":[61,151,205],"result":[63],"misdiagnosis.":[65],"This":[66],"work":[67],"aims":[68],"overcome":[70,213],"aforementioned":[72],"challenge":[73],"models":[77],"introducing":[79],"a":[80,155],"multilayer":[81],"BiLSTM":[82],"network":[83,106],"with":[84,143],"explainable":[85],"AI":[86],"(XAI)":[87],"can":[89],"better":[90],"explain":[91],"tremulous":[92],"quantify":[95],"respective":[97],"discovered":[98,167],"important":[99,148,184],"regions":[100,142],"differentiation.":[103],"proposed":[105,232],"classifies":[107],"PD,":[108],"ET,":[109],"normal":[111],"during":[113],"drinking":[114,179],"actions":[115],"derives":[117],"contribution":[119],"from":[120,172],"characteristics,":[122],"(i.e.,":[123],"time,":[124],"frequency,":[125],"amplitude,":[126],"actions)":[128],"utilized":[129],"classification":[132,200],"task.":[133],"analysis":[135],"shows":[136],"XAI-BiLSTM":[139,166,191,233],"marks":[140],"high":[144,156],"amplitude":[146],"classification,":[150],"verified":[153],"correlation":[157],"between":[158],"relevance":[159],"distribution":[160],"displacement":[163],"amplitude.":[164],"transition":[170],"phases":[171],"arm":[173],"resting":[174],"lifting":[176],"(during":[177],"cycle)":[180],"most":[183],"action":[185],"classify":[187],"tremors.":[188],"Additionally,":[189],"reveals":[192],"frequency":[193,223],"ranges":[194],"only":[196],"contribute":[197],"one":[202],"class,":[204],"potential":[209],"distinctive":[210],"feature":[211],"frequencies":[216],"problem.":[217],"By":[218],"revealing":[219],"critical":[220],"timing":[221],"patterns":[224],"unique":[225],"PD":[227],"ET":[229],"tremors,":[230],"this":[231],"enables":[235],"more":[239],"informed":[240],"potentially":[242],"reducing":[243],"misclassification":[244],"rates":[245],"improving":[247],"treatment":[248],"outcomes.":[249]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4401282966","counts_by_year":[],"updated_date":"2025-01-17T20:20:38.232013","created_date":"2024-08-04"}