{"id":"https://openalex.org/W3015582950","doi":"https://doi.org/10.1016/j.neuroimage.2020.116807","title":"Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model","display_name":"Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3015582950","doi":"https://doi.org/10.1016/j.neuroimage.2020.116807","mag":"3015582950","pmid":"https://pubmed.ncbi.nlm.nih.gov/32278897"},"language":"en","primary_location":{"id":"doi:10.1016/j.neuroimage.2020.116807","doi":"https://doi.org/10.1016/j.neuroimage.2020.116807","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2020.116807","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1053811920302949/pdf","source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-1","medline","norway-2","poland-140","vabb-shw"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.sciencedirect.com/science/article/pii/S1053811920302949/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076460241","display_name":"Susmita Saha","orcid":"https://orcid.org/0000-0002-3224-4988","observed_orcids":["https://orcid.org/0000-0002-3224-4988"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Susmita Saha","raw_affiliation_strings":["Australian e-Health Research Centre, CSIRO, Brisbane, Australia. Electronic address: susmita.saha@csiro.au","Australian e-Health Research Centre, CSIRO, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian e-Health Research Centre, CSIRO, Brisbane, Australia. Electronic address: susmita.saha@csiro.au","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"]},{"raw_affiliation_string":"Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056474526","display_name":"Alex Michael Pagnozzi","orcid":"https://orcid.org/0000-0001-7931-1204","observed_orcids":["https://orcid.org/0000-0001-7931-1204"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alex Pagnozzi","raw_affiliation_strings":["Australian e-Health Research Centre, CSIRO, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040456565","display_name":"Pierrick Bourgeat","orcid":"https://orcid.org/0000-0002-2605-4766","observed_orcids":["https://orcid.org/0000-0002-2605-4766"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Pierrick Bourgeat","raw_affiliation_strings":["Australian e-Health Research Centre, CSIRO, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048621488","display_name":"Joanne M. George","orcid":"https://orcid.org/0000-0003-4893-6564","observed_orcids":["https://orcid.org/0000-0003-4893-6564"]},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Joanne M. George","raw_affiliation_strings":["Queensland Cerebral Palsy and Rehabilitation Research Centre, Centre for Children's Health Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queensland Cerebral Palsy and Rehabilitation Research Centre, Centre for Children's Health Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073893130","display_name":"DanaKai Bradford","orcid":"https://orcid.org/0000-0002-2939-3018","observed_orcids":["https://orcid.org/0000-0002-2939-3018"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"DanaKai Bradford","raw_affiliation_strings":["Australian e-Health Research Centre, CSIRO, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060105600","display_name":"Paul B. Colditz","orcid":"https://orcid.org/0000-0002-6408-8238","observed_orcids":["https://orcid.org/0000-0002-6408-8238"]},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Paul B. Colditz","raw_affiliation_strings":["Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027380083","display_name":"Roslyn Nancy Boyd","orcid":"https://orcid.org/0000-0002-4919-5975","observed_orcids":["https://orcid.org/0000-0002-4919-5975"]},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roslyn N. Boyd","raw_affiliation_strings":["Queensland Cerebral Palsy and Rehabilitation Research Centre, Centre for Children's Health Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queensland Cerebral Palsy and Rehabilitation Research Centre, Centre for Children's Health Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034274387","display_name":"Stephen Rose","orcid":"https://orcid.org/0000-0003-1558-6297","observed_orcids":["https://orcid.org/0000-0003-1558-6297"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stephen E. Rose","raw_affiliation_strings":["Australian e-Health Research Centre, CSIRO, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023809387","display_name":"J\u00fcrgen Fripp","orcid":"https://orcid.org/0000-0001-9705-0079","observed_orcids":["https://orcid.org/0000-0001-9705-0079"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jurgen Fripp","raw_affiliation_strings":["Australian e-Health Research Centre, CSIRO, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043642698","display_name":"Kerstin Pannek","orcid":"https://orcid.org/0000-0002-6512-7630","observed_orcids":["https://orcid.org/0000-0002-6512-7630"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kerstin Pannek","raw_affiliation_strings":["Australian e-Health Research Centre, CSIRO, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076460241"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"],"apc_list":{"value":3000,"currency":"USD","value_usd":3000},"apc_paid":{"value":3000,"currency":"USD","value_usd":3000},"fwci":9.4649,"has_fulltext":true,"cited_by_count":69,"citation_normalized_percentile":{"value":0.98827569,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"215","issue":null,"first_page":"116807","last_page":"116807"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.49709999561309814,"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/T11060","display_name":"Infant Development and Preterm Care","score":0.49709999561309814,"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.4438000023365021,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.011300000362098217,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/preterm-infants","display_name":"preterm infants","score":0.9710000157356262},{"id":"https://openalex.org/keywords/motor-outcome-prediction","display_name":"motor outcome prediction","score":0.8840000033378601},{"id":"https://openalex.org/keywords/fractional-anisotropy","display_name":"fractional anisotropy","score":0.9940000176429749},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9160000085830688},{"id":"https://openalex.org/keywords/neurodevelopmental-outcomes","display_name":"neurodevelopmental outcomes","score":0.652999997138977},{"id":"https://openalex.org/keywords/motor-impairment","display_name":"motor impairment","score":0.46299999952316284},{"id":"https://openalex.org/keywords/motor-cortex","display_name":"motor cortex","score":0.9160000085830688},{"id":"https://openalex.org/keywords/somatosensory-cortex","display_name":"somatosensory cortex","score":0.859000027179718},{"id":"https://openalex.org/keywords/cerebellum","display_name":"cerebellum","score":0.699999988079071},{"id":"https://openalex.org/keywords/early-intervention-referral","display_name":"early intervention referral","score":0.503000020980835},{"id":"https://openalex.org/keywords/preterm-birth-risk-stratification","display_name":"preterm birth risk stratification","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C89916169","wikidata":"https://www.wikidata.org/wiki/Q17014600","display_name":"Fractional anisotropy","level":4,"score":0.5885034799575806},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5727837085723877},{"id":"https://openalex.org/C2778376644","wikidata":"https://www.wikidata.org/wiki/Q2253111","display_name":"Gestational age","level":3,"score":0.5586971044540405},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.5455647110939026},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4469166398048401},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36196714639663696},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2120022475719452},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.09134766459465027},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000068079","descriptor_name":"Motor Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000068079","descriptor_name":"Motor Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000068079","descriptor_name":"Motor Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000068079","descriptor_name":"Motor Disorders","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D000068079","descriptor_name":"Motor Disorders","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D000068079","descriptor_name":"Motor Disorders","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007234","descriptor_name":"Infant, Premature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007234","descriptor_name":"Infant, Premature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007234","descriptor_name":"Infant, Premature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D038524","descriptor_name":"Diffusion Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D038524","descriptor_name":"Diffusion Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D038524","descriptor_name":"Diffusion Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D065886","descriptor_name":"Neurodevelopmental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D065886","descriptor_name":"Neurodevelopmental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D065886","descriptor_name":"Neurodevelopmental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D065886","descriptor_name":"Neurodevelopmental Disorders","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D065886","descriptor_name":"Neurodevelopmental Disorders","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D065886","descriptor_name":"Neurodevelopmental Disorders","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.neuroimage.2020.116807","doi":"https://doi.org/10.1016/j.neuroimage.2020.116807","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2020.116807","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1053811920302949/pdf","source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-1","medline","norway-2","poland-140","vabb-shw"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},{"id":"pmid:32278897","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32278897","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_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"Clinical Trial"},{"id":"pmh:oai:doaj.org/article:746ec08494bc439fbf01ce01e08c8755","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/746ec08494bc439fbf01ce01e08c8755","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NeuroImage, Vol 215, Iss , Pp 116807- (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.neuroimage.2020.116807","doi":"https://doi.org/10.1016/j.neuroimage.2020.116807","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2020.116807","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1053811920302949/pdf","source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-1","medline","norway-2","poland-140","vabb-shw"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.98580002784729,"id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[{"display_name":"Good health and well-being","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[{"id":"https://openalex.org/G215146581","display_name":null,"funder_award_id":"IRG1413","funder_id":"https://openalex.org/F4320321995","funder_display_name":"Queensland Government"},{"id":"https://openalex.org/G2588209647","display_name":null,"funder_award_id":"2014\u2013074","funder_id":"https://openalex.org/F4320310185","funder_display_name":"Financial Markets Foundation for Children"},{"id":"https://openalex.org/G3890706857","display_name":null,"funder_award_id":"IRG1413","funder_id":"https://openalex.org/F4320313406","funder_display_name":"Cerebral Palsy Alliance Research Foundation"},{"id":"https://openalex.org/G5360836963","display_name":null,"funder_award_id":"2014-074","funder_id":"https://openalex.org/F4320313406","funder_display_name":"Cerebral Palsy Alliance Research Foundation"},{"id":"https://openalex.org/G5795891393","display_name":null,"funder_award_id":"2014-074","funder_id":"https://openalex.org/F4320321995","funder_display_name":"Queensland Government"},{"id":"https://openalex.org/G6368280446","display_name":"Neurodevelopment of the preterm infant","funder_award_id":"1084032","funder_id":"https://openalex.org/F4320334705","funder_display_name":"National Health and Medical Research Council"},{"id":"https://openalex.org/G8049061999","display_name":"Economic evaluation of strategies to increase kidney donation and transplantation","funder_award_id":"2014074","funder_id":"https://openalex.org/F4320334705","funder_display_name":"National Health and Medical Research Council"},{"id":"https://openalex.org/G8314615943","display_name":null,"funder_award_id":"IRG1413","funder_id":"https://openalex.org/F4320334705","funder_display_name":"National Health and Medical Research Council"},{"id":"https://openalex.org/G869587583","display_name":null,"funder_award_id":"IRG1413","funder_id":"https://openalex.org/F4320331572","funder_display_name":"Cerebral Palsy Alliance"}],"funders":[{"id":"https://openalex.org/F4320310185","display_name":"Financial Markets Foundation for Children","ror":"https://ror.org/05x3hz149"},{"id":"https://openalex.org/F4320313406","display_name":"Cerebral Palsy Alliance Research Foundation","ror":"https://ror.org/00ts7br76"},{"id":"https://openalex.org/F4320320386","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07"},{"id":"https://openalex.org/F4320321995","display_name":"Queensland Government","ror":"https://ror.org/037405308"},{"id":"https://openalex.org/F4320331572","display_name":"Cerebral Palsy Alliance","ror":"https://ror.org/00retz024"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320334705","display_name":"National Health and Medical Research Council","ror":"https://ror.org/011kf5r70"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015582950.pdf","grobid_xml":"https://content.openalex.org/works/W3015582950.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1524884819","https://openalex.org/W1970928383","https://openalex.org/W1975284164","https://openalex.org/W2002519037","https://openalex.org/W2009360514","https://openalex.org/W2023792858","https://openalex.org/W2024911161","https://openalex.org/W2024966367","https://openalex.org/W2037701101","https://openalex.org/W2051720483","https://openalex.org/W2058340730","https://openalex.org/W2064312862","https://openalex.org/W2067031234","https://openalex.org/W2069324337","https://openalex.org/W2076818496","https://openalex.org/W2079141380","https://openalex.org/W2083551778","https://openalex.org/W2095499440","https://openalex.org/W2100592864","https://openalex.org/W2109271655","https://openalex.org/W2110114082","https://openalex.org/W2113996138","https://openalex.org/W2118662386","https://openalex.org/W2135628307","https://openalex.org/W2147215174","https://openalex.org/W2147851945","https://openalex.org/W2149960564","https://openalex.org/W2154311600","https://openalex.org/W2292831573","https://openalex.org/W2520963929","https://openalex.org/W2526511911","https://openalex.org/W2557799937","https://openalex.org/W2572371918","https://openalex.org/W2614919696","https://openalex.org/W2616785862","https://openalex.org/W2621349123","https://openalex.org/W2628167013","https://openalex.org/W2745961100","https://openalex.org/W2791956678","https://openalex.org/W2800452457","https://openalex.org/W2888598199","https://openalex.org/W2900386946","https://openalex.org/W2900954917","https://openalex.org/W2902558766","https://openalex.org/W2903119292","https://openalex.org/W3042607725","https://openalex.org/W3105282616","https://openalex.org/W4250025113","https://openalex.org/W4313362839","https://openalex.org/W6682623533","https://openalex.org/W6753895414"],"related_works":["https://openalex.org/W3031573373","https://openalex.org/W2017539237","https://openalex.org/W2607776059","https://openalex.org/W2802561361","https://openalex.org/W2487470953","https://openalex.org/W2415162139","https://openalex.org/W4205593364","https://openalex.org/W2945339633","https://openalex.org/W2080220338","https://openalex.org/W3118966479"],"abstract_inverted_index":{"BACKGROUND":[0],"AND":[1],"AIMS:":[2],"Preterm":[3],"birth":[4],"imposes":[5],"a":[6,57,136,149,166,302,347,411],"high":[7,298],"risk":[8,345],"for":[9,23,198,399],"developing":[10],"neuromotor":[11],"delay.":[12],"Earlier":[13],"prediction":[14,277],"of":[15,119,174,195,217,260,309,331,346,357,370,383,402,420],"adverse":[16,358],"outcome":[17,35,68,159,222],"in":[18,200],"preterm":[19,342],"infants":[20,218,343],"is":[21,397],"crucial":[22],"referral":[24],"to":[25,31,108,112,134,169,190,205,340,352,387,414],"earlier":[26],"intervention.":[27],"This":[28,326,394],"study":[29,327],"aimed":[30],"predict":[32],"abnormal":[33,96,146,158,178,201,211,220,306,322],"motor":[34,221,285,349],"at":[36,69,161,344],"2":[37,70],"years":[38,71],"from":[39,127,228,367],"early":[40,229,333],"brain":[41,334,354,403],"diffusion":[42,371],"magnetic":[43],"resonance":[44],"imaging":[45],"(MRI)":[46],"acquired":[47],"between":[48],"29":[49],"and":[50,95,117,264,287,312,314,351,389,418],"35":[51],"weeks":[52],"postmenstrual":[53],"age":[54,73,377],"(PMA)":[55],"using":[56],"deep":[58,336],"learning":[59,337],"convolutional":[60],"neural":[61],"network":[62],"(CNN)":[63],"model.":[64],"METHODS:":[65],").":[66],"Motor":[67,79],"corrected":[72],"(CA)":[74],"was":[75,154,182,188],"measured":[76],"by":[77,165,294],"Neuro-Sensory":[78],"Developmental":[80],"Assessment":[81],"(NSMDA).":[82],"Scores":[83],"were":[84,106,123,130,203,290,317],"dichotomised":[85],"into":[86],"normal":[87,144],"(functional":[88,98],"score:":[89,99],"0,":[90],"normal;":[91],"n":[92,102],"\u200b=":[93,103],"\u200b48)":[94],"scores":[97],"1-5,":[100],"mild-profound;":[101],"\u200b29).":[104],"MRIs":[105,372],"pre-processed":[107],"reduce":[109],"artefacts,":[110],"upsampled":[111],"1.25":[113],"\u200bmm":[114],"isotropic":[115],"resolution":[116],"maps":[118,369],"fractional":[120],"anisotropy":[121],"(FA)":[122],"estimated.":[124],"Patches":[125],"extracted":[126],"each":[128,139],"image":[129,140,153],"used":[131,189],"as":[132,156,184,301],"inputs":[133],"train":[135],"CNN,":[137],"wherein":[138],"patch":[141],"predicted":[142,177],"either":[143],"or":[145],"outcome.":[147,179,212,307,324,359],"In":[148],"postprocessing":[150],"step,":[151],"an":[152,271,332],"classified":[155],"predicting":[157],"if":[160],"least":[162],"27%":[163],"(determined":[164],"grid":[167],"search":[168],"maximise":[170],"the":[171,207,215,225,249,281,284,295,310,329,416],"model":[172,196,296,339],"performance)":[173],"its":[175],"patches":[176,199,282],"Otherwise,":[180],"it":[181],"considered":[183],"normal.":[185],"Ten-fold":[186],"cross-validation":[187],"estimate":[191],"performance.":[192],"Finally,":[193],"heatmaps":[194,278],"predictions":[197,363],"scans":[202],"generated":[204],"explore":[206],"locations":[208],"associated":[209,304,320,390],"with":[210,219,297,305,321],"RESULTS:":[213],"For":[214],"identification":[216],"based":[223],"on":[224,270,410],"FA":[226,368],"data":[227,274],"MRI,":[230],"we":[231],"achieved":[232],"mean":[233,240,245,257,265],"sensitivity":[234],"70%":[235],"(standard":[236],"deviation":[237],"SD":[238],"19%),":[239],"specificity":[241],"74%":[242],"(SD":[243,255,262,268],"39%),":[244],"AUC":[246],"(area":[247],"under":[248],"receiver":[250],"operating":[251],"characteristic":[252],"curve)":[253],"72%":[254],"14%),":[256],"F1":[258],"score":[259],"68%":[261],"13%)":[263],"accuracy":[266],"73%":[267],"19%)":[269],"unseen":[272],"test":[273],"set.":[275],"Patch-based":[276],"showed":[279],"that":[280,362],"around":[283],"cortex":[286],"somatosensory":[288],"regions":[289,355],"most":[291],"frequently":[292],"identified":[293],"precision":[299],"(74%)":[300],"location":[303],"Part":[308],"cerebellum,":[311],"occipital":[313],"frontal":[315],"lobes":[316],"also":[318],"highly":[319],"NSMDA/motor":[323],"DISCUSSION/CONCLUSION:":[325],"established":[328],"potential":[330],"MRI-based":[335],"CNN":[338],"identify":[341,353],"later":[348],"impairment":[350],"predictive":[356],"Results":[360],"suggest":[361],"can":[364],"be":[365,408],"made":[366],"well":[373],"before":[374],"term":[375],"equivalent":[376],"(TEA)":[378],"without":[379],"any":[380,400],"prior":[381],"knowledge":[382],"which":[384],"MRI":[385],"features":[386],"extract":[388],"feature":[391],"extraction":[392],"steps.":[393],"method,":[395],"therefore,":[396],"suitable":[398],"case":[401],"condition/abnormality.":[404],"Future":[405],"studies":[406],"should":[407],"conducted":[409],"larger":[412],"cohort":[413],"re-validate":[415],"robustness":[417],"effectiveness":[419],"these":[421],"models.":[422]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":6}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2025-10-10T00:00:00"}
