{"id":"https://openalex.org/W33429424","doi":"https://doi.org/10.1093/bib/bbaa381","title":"Impact of Helping Babies Breathe (HBB), a basic neonatal resuscitation educational program for birth attendants in low-resource setting: a systematic review","display_name":"Impact of Helping Babies Breathe (HBB), a basic neonatal resuscitation educational program for birth attendants in low-resource setting: a systematic review","publication_year":2014,"publication_date":"2014-04-29","ids":{"openalex":"https://openalex.org/W33429424","doi":"https://doi.org/10.1093/bib/bbaa381","mag":"33429424"},"language":"en","primary_location":{"id":"mag:33429424","is_oa":false,"landing_page_url":"https://munin.uit.no/handle/10037/6344","pdf_url":null,"source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in bioinformatics","raw_type":null},"type":"review","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10037/6344","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041388795","display_name":"Marita Persen","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marita Persen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5041388795"],"corresponding_institution_ids":[],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":null,"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":null,"biblio":{"volume":"22","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10209","display_name":"Global Maternal and Child Health","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T10209","display_name":"Global Maternal and Child Health","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11060","display_name":"Infant Development and Preterm Care","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T10596","display_name":"Child Nutrition and Water Access","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neonatal-resuscitation","display_name":"Neonatal resuscitation","score":0.753122091293335},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5632820129394531},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41395366191864014},{"id":"https://openalex.org/keywords/resuscitation","display_name":"Resuscitation","score":0.40841731429100037},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.3791738748550415},{"id":"https://openalex.org/keywords/pediatrics","display_name":"Pediatrics","score":0.35298746824264526},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.20757043361663818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.10955652594566345}],"concepts":[{"id":"https://openalex.org/C2780843067","wikidata":"https://www.wikidata.org/wiki/Q25091318","display_name":"Neonatal resuscitation","level":3,"score":0.753122091293335},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5632820129394531},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41395366191864014},{"id":"https://openalex.org/C2778165595","wikidata":"https://www.wikidata.org/wiki/Q5491454","display_name":"Resuscitation","level":2,"score":0.40841731429100037},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.3791738748550415},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.35298746824264526},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.20757043361663818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10955652594566345},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"mag:33429424","is_oa":false,"landing_page_url":"https://munin.uit.no/handle/10037/6344","pdf_url":null,"source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:munin.uit.no:10037/6344","is_oa":true,"landing_page_url":"https://hdl.handle.net/10037/6344","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/masterThesis"}],"best_oa_location":{"id":"pmh:oai:munin.uit.no:10037/6344","is_oa":true,"landing_page_url":"https://hdl.handle.net/10037/6344","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/masterThesis"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G504300783","display_name":null,"funder_award_id":"U01\u2010HG006830","funder_id":"https://openalex.org/F4320337348","funder_display_name":"National Human Genome Research Institute"},{"id":"https://openalex.org/G6031165194","display_name":null,"funder_award_id":"CIE170034","funder_id":"https://openalex.org/F4320334971","funder_display_name":"Science and Engineering Research Council"},{"id":"https://openalex.org/G635500700","display_name":null,"funder_award_id":"U01-HG006830","funder_id":"https://openalex.org/F4320309099","funder_display_name":"Children's Hospital of Philadelphia"}],"funders":[{"id":"https://openalex.org/F4320309099","display_name":"Children's Hospital of Philadelphia","ror":"https://ror.org/01z7r7q48"},{"id":"https://openalex.org/F4320334971","display_name":"Science and Engineering Research Council","ror":"https://ror.org/00zgdb249"},{"id":"https://openalex.org/F4320337348","display_name":"National Human Genome Research Institute","ror":"https://ror.org/00baak391"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W19849081","https://openalex.org/W65314652","https://openalex.org/W141442112","https://openalex.org/W142029014","https://openalex.org/W341882553","https://openalex.org/W1526799430","https://openalex.org/W1542640549","https://openalex.org/W1543691530","https://openalex.org/W1546962804","https://openalex.org/W1550947577","https://openalex.org/W1568463795","https://openalex.org/W1598602811","https://openalex.org/W1602349497","https://openalex.org/W1856716728","https://openalex.org/W1970600784","https://openalex.org/W1972026880","https://openalex.org/W1985524046","https://openalex.org/W1995129872","https://openalex.org/W1997426137","https://openalex.org/W1999616703","https://openalex.org/W2019091990","https://openalex.org/W2019735620","https://openalex.org/W2021173800","https://openalex.org/W2023878020","https://openalex.org/W2025831245","https://openalex.org/W2025903861","https://openalex.org/W2037193064","https://openalex.org/W2068403673","https://openalex.org/W2073760140","https://openalex.org/W2076019515","https://openalex.org/W2079049630","https://openalex.org/W2087915558","https://openalex.org/W2102556617","https://openalex.org/W2104675861","https://openalex.org/W2104937841","https://openalex.org/W2111266970","https://openalex.org/W2111819007","https://openalex.org/W2122498244","https://openalex.org/W2126876702","https://openalex.org/W2128592628","https://openalex.org/W2130699049","https://openalex.org/W2134236426","https://openalex.org/W2135400982","https://openalex.org/W2136387632","https://openalex.org/W2139900098","https://openalex.org/W2140652699","https://openalex.org/W2142917328","https://openalex.org/W2147444306","https://openalex.org/W2151276526","https://openalex.org/W2154656021","https://openalex.org/W2155835449","https://openalex.org/W2156098321","https://openalex.org/W2158395153","https://openalex.org/W2162334426","https://openalex.org/W2167131795","https://openalex.org/W2171371999","https://openalex.org/W2414768873","https://openalex.org/W2440001288","https://openalex.org/W2734052717","https://openalex.org/W3211603712"],"related_works":[],"abstract_inverted_index":{"Copy":[0],"number":[1],"variations":[2,9],"(CNVs)":[3],"are":[4,111],"an":[5,33,149,175],"important":[6],"class":[7],"of":[8,14,87,96,130,144,158,167],"contributing":[10],"to":[11,43,72,141,197],"the":[12,26,82,88,97,128,134,142,145,153,183,199],"pathogenesis":[13],"many":[15],"disease":[16],"phenotypes.":[17],"Detecting":[18],"CNVs":[19,132],"from":[20,32],"genomic":[21],"data":[22],"remains":[23],"difficult,":[24],"and":[25,115,172,195],"most":[27,89],"currently":[28],"applied":[29],"methods":[30],"suffer":[31],"unacceptably":[34],"high":[35],"false":[36,54,192],"positive":[37,193],"rate.":[38],"A":[39],"common":[40],"practice":[41],"is":[42,102,123],"have":[44],"human":[45,74],"experts":[46,75],"manually":[47],"review":[48],"original":[49],"CNV":[50,78,91,146,200],"calls":[51,83,147],"for":[52,121],"filtering":[53],"positives":[55],"before":[56],"further":[57],"downstream":[58],"analysis":[59],"or":[60],"experimental":[61,176],"validation.":[62],"Here,":[63],"we":[64],"propose":[65],"DeepCNV,":[66],"a":[67,124],"deep":[68,98],"learning-based":[69],"tool,":[70],"intended":[71],"replace":[73],"when":[76],"validating":[77],"calls,":[79],"focusing":[80],"on":[81],"made":[84],"by":[85,186],"one":[86],"accurate":[90],"callers,":[92],"PennCNV.":[93],"The":[94,165],"sophistication":[95],"neural":[99],"network":[100],"algorithm":[101],"enriched":[103],"with":[104,133,148],"over":[105],"10":[106],"000":[107],"expert-scored":[108],"samples":[109],"that":[110,138,182],"split":[112],"into":[113],"training":[114],"testing":[116],"sets.":[117],"Variant":[118],"confidence,":[119],"especially":[120],"CNVs,":[122],"main":[125],"roadblock":[126],"impeding":[127],"progress":[129],"linking":[131],"disease.":[135],"We":[136,180],"show":[137],"DeepCNV":[139,168,187],"adds":[140],"confidence":[143],"optimal":[150],"area":[151],"under":[152],"receiver":[154],"operating":[155],"characteristic":[156],"curve":[157],"0.909,":[159],"exceeding":[160],"other":[161],"machine":[162],"learning":[163],"methods.":[164],"superiority":[166],"was":[169],"also":[170],"benchmarked":[171],"confirmed":[173],"using":[174],"wet-lab":[177],"validation":[178],"dataset.":[179],"conclude":[181],"improvement":[184],"obtained":[185],"results":[188,194],"in":[189],"significantly":[190],"fewer":[191],"failures":[196],"replicate":[198],"association":[201],"results.":[202]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
