乐胖代购免代理版

{"id":"https://openalex.org/W3196313850","doi":"https://doi.org/10.1145/3451421.3451429","title":"Modeling Disease Progression with Deep Neural Networks","display_name":"Modeling Disease Progression with Deep Neural Networks","publication_year":2020,"publication_date":"2020-12-05","ids":{"openalex":"https://openalex.org/W3196313850","doi":"https://doi.org/10.1145/3451421.3451429","mag":"3196313850"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3451421.3451429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5100610898","display_name":"Xiaoli Liu","orcid":"https://orcid.org/0000-0001-6488-9732"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"funder","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xiaoli Liu","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, Faculty of Engineering, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, Faculty of Engineering, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108050269","display_name":"Jiali Li","orcid":"https://orcid.org/0000-0001-8990-9998"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"funder","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiali Li","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, Faculty of Engineering, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, Faculty of Engineering, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101986225","display_name":"Peng Cao","orcid":"https://orcid.org/0000-0001-9546-7444"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"funder","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Cao","raw_affiliation_strings":["Northeastern University, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.441492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":60,"max":69},"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"34"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9994,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9994,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9846,"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/T10028","display_name":"Topic Modeling","score":0.9828,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43689302}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.7502568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.64128524},{"id":"https://openalex.org/C2778373026","wikidata":"https://www.wikidata.org/wiki/Q4738819","display_name":"Alzheimer's Disease Neuroimaging Initiative","level":4,"score":0.61552984},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.60708916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.59177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5719387},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.5616194},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5280776},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5012033},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46569407},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43689302},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.43389854},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4183576},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2985547},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27933025},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22553504},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08661589},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3451421.3451429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":6,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2110485445","https://openalex.org/W2768320620","https://openalex.org/W2802652408","https://openalex.org/W3101156210","https://openalex.org/W4236890022"],"related_works":["https://openalex.org/W4317242789","https://openalex.org/W4298168912","https://openalex.org/W4297779434","https://openalex.org/W4281386417","https://openalex.org/W4221145289","https://openalex.org/W3211546796","https://openalex.org/W3192794374","https://openalex.org/W3002526821","https://openalex.org/W2919358988","https://openalex.org/W2793022090"],"abstract_inverted_index":{"Alzheimer's":[0,96,112,134],"disease":[1,36],"(AD),":[2],"the":[3,32,40,48,58,111,124,127,133],"most":[4,74],"common":[5],"type":[6],"of":[7,34,47,60,107,126],"dementia,":[8],"is":[9,21],"a":[10,22,66,84],"severe":[11],"neurodegenerative":[12],"disorder.":[13],"Disease":[14,97,113,135],"progression":[15,37,56],"modeling":[16,70],"(DPM)":[17],"using":[18,130],"longitudinal":[19,71,105],"data":[20,64,72,93,106,131],"challenging":[23],"machine":[24],"learning":[25],"task.":[26],"In":[27],"this":[28],"paper,":[29],"we":[30],"consider":[31],"problem":[33],"predicting":[35,54],"measured":[38],"by":[39],"cognitive":[41],"scores":[42],"and":[43,82],"selecting":[44],"biomarkers":[45],"predictive":[46],"progression.":[49],"Most":[50],"previous":[51],"work":[52],"on":[53],"AD":[55],"ignore":[57],"issue":[59],"missing":[61],"data.":[62,79],"Missing":[63],"poses":[65],"major":[67],"difficulty":[68],"for":[69],"since":[73],"statistical":[75],"models":[76],"assume":[77],"feature-complete":[78],"We":[80,117],"proposed":[81,128],"applied":[83],"minimal":[85],"recurrent":[86],"neural":[87],"network":[88],"model":[89,129],"with":[90],"skip":[91],"to":[92,122],"from":[94,110,132],"The":[95],"Prediction":[98],"Of":[99],"Longitudinal":[100],"Evolution":[101],"(TADPOLE)":[102],"challenge,":[103],"comprising":[104],"1677":[108],"participants":[109],"Neuroimaging":[114,136],"Initiative":[115,137],"(ADNI).":[116,138],"have":[118],"performed":[119],"extensive":[120],"experiments":[121],"demonstrate":[123],"effectiveness":[125]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3196313850","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-03-18T08:34:43.323135","created_date":"2021-09-13"}