{"id":"https://openalex.org/W3097180705","doi":"https://doi.org/10.1049/el.2020.2102","title":"Brain MRI\u2010based Wilson disease tissue classification: an optimised deep transfer learning approach","display_name":"Brain MRI\u2010based Wilson disease tissue classification: an optimised deep transfer learning approach","publication_year":2020,"publication_date":"2020-11-04","ids":{"openalex":"https://openalex.org/W3097180705","doi":"https://doi.org/10.1049/el.2020.2102","mag":"3097180705"},"language":"en","primary_location":{"id":"doi:10.1049/el.2020.2102","doi":"https://doi.org/10.1049/el.2020.2102","is_oa":false,"landing_page_url":"https://doi.org/10.1049/el.2020.2102","pdf_url":null,"source":{"id":"https://openalex.org/S149016011","display_name":"Electronics Letters","issn_l":"0013-5194","issn":["0013-5194","1350-911X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronics Letters","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11584/366024","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053917840","display_name":"Luca Saba","orcid":"https://orcid.org/0000-0003-2870-3771","observed_orcids":["https://orcid.org/0000-0003-2870-3771"]},"institutions":[{"id":"https://openalex.org/I4210124799","display_name":"Azienda Ospedaliero-Universitaria Cagliari","ror":"https://ror.org/034qxt397","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210124799"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Saba","raw_affiliation_strings":["Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, Italy","institution_ids":["https://openalex.org/I4210124799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076746411","display_name":"Mohit Agarwal","orcid":"https://orcid.org/0000-0001-7216-3886","observed_orcids":["https://orcid.org/0000-0001-7216-3886"]},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Agarwal","raw_affiliation_strings":["CSE Department, Bennett University, Greater Noida, UP, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE Department, Bennett University, Greater Noida, UP, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089045408","display_name":"Siva Skandha Sanagala","orcid":"https://orcid.org/0000-0003-3535-5613","observed_orcids":["https://orcid.org/0000-0003-3535-5613"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S.S. Sanagala","raw_affiliation_strings":["Department CSE, CMR College of Engineering & Technology, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department CSE, CMR College of Engineering & Technology, Hyderabad, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042514819","display_name":"Suneet Kr. Gupta","orcid":"https://orcid.org/0000-0002-5086-8401","observed_orcids":["https://orcid.org/0000-0002-5086-8401"]},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S.K. Gupta","raw_affiliation_strings":["CSE Department, Bennett University, Greater Noida, UP, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE Department, Bennett University, Greater Noida, UP, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085796013","display_name":"Ganesh Ram Sinha","orcid":"https://orcid.org/0000-0003-2384-4591","observed_orcids":["https://orcid.org/0000-0003-2384-4591"]},"institutions":[{"id":"https://openalex.org/I3132516330","display_name":"Myanmar Institute of Information Technology","ror":"https://ror.org/038smxt70","country_code":"MM","type":"education","lineage":["https://openalex.org/I3132516330"]}],"countries":["MM"],"is_corresponding":false,"raw_author_name":"G.R. Sinha","raw_affiliation_strings":["Myanmar Institute of Information Technology (MIIT), Mandalay, Myanmar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Myanmar Institute of Information Technology (MIIT), Mandalay, Myanmar","institution_ids":["https://openalex.org/I3132516330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074332540","display_name":"Amer M. Johri","orcid":"https://orcid.org/0000-0001-7044-8212","observed_orcids":["https://orcid.org/0000-0001-7044-8212"]},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A.M. Johri","raw_affiliation_strings":["Department of Medicine, Division of Cardiology, Queen's University, Kingston, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Division of Cardiology, Queen's University, Kingston, Ontario, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013046023","display_name":"Narendra Nath Khanna","orcid":"https://orcid.org/0000-0002-6935-0039","observed_orcids":["https://orcid.org/0000-0002-6935-0039"]},"institutions":[{"id":"https://openalex.org/I1302839792","display_name":"Indraprastha Apollo Hospitals","ror":"https://ror.org/013vzz882","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I1302839792"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N.N. Khanna","raw_affiliation_strings":["Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi, India","institution_ids":["https://openalex.org/I1302839792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040260173","display_name":"Sophie I. Mavrogeni","orcid":"https://orcid.org/0000-0003-1089-7766","observed_orcids":["https://orcid.org/0000-0003-1089-7766"]},"institutions":[{"id":"https://openalex.org/I4210117383","display_name":"Onassis Cardiac Surgery Center","ror":"https://ror.org/02gan0k07","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210117383"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"S. Mavrogeni","raw_affiliation_strings":["Cardiology Clinic, Onassis Cardiac Surgery Center, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiology Clinic, Onassis Cardiac Surgery Center, Athens, Greece","institution_ids":["https://openalex.org/I4210117383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031798099","display_name":"John R. Laird","orcid":"https://orcid.org/0000-0003-2095-2191","observed_orcids":["https://orcid.org/0000-0003-2095-2191"]},"institutions":[{"id":"https://openalex.org/I4210141098","display_name":"St. Helena Hospital","ror":"https://ror.org/03q6hax08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210141098"]},{"id":"https://openalex.org/I4210164408","display_name":"Adventist Heart Institute","ror":"https://ror.org/05h3wd214","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I230744626","https://openalex.org/I4210164408"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.R. Laird","raw_affiliation_strings":["Heart and Vascular Institute, Adventist Health St. Helena, St Helena, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heart and Vascular Institute, Adventist Health St. Helena, St Helena, CA, USA","institution_ids":["https://openalex.org/I4210141098","https://openalex.org/I4210164408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058789641","display_name":"Gyan Pareek","orcid":"https://orcid.org/0000-0002-2750-0967","observed_orcids":["https://orcid.org/0000-0002-2750-0967"]},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. Pareek","raw_affiliation_strings":["Minimally Invasive Urology Institute, Brown University, Providence, Rhode Island, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Minimally Invasive Urology Institute, Brown University, Providence, Rhode Island, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013180579","display_name":"Martin M. Miner","orcid":"https://orcid.org/0000-0001-6813-9242","observed_orcids":["https://orcid.org/0000-0001-6813-9242"]},"institutions":[{"id":"https://openalex.org/I2800640726","display_name":"Miriam Hospital","ror":"https://ror.org/053exzj86","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800640726"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Miner","raw_affiliation_strings":["Men's Health Center, Miriam Hospital Providence, Rhode Island, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Men's Health Center, Miriam Hospital Providence, Rhode Island, USA","institution_ids":["https://openalex.org/I2800640726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007341235","display_name":"Petros Paul Sfikakis","orcid":"https://orcid.org/0000-0001-5484-2930","observed_orcids":["https://orcid.org/0000-0001-5484-2930"]},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"P.P. Sfikakis","raw_affiliation_strings":["Rheumatology Unit, National Kapodistrian University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rheumatology Unit, National Kapodistrian University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046071415","display_name":"Athanase D. Protogerou","orcid":"https://orcid.org/0000-0002-3825-532X","observed_orcids":["https://orcid.org/0000-0002-3825-532X"]},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"A. Protogerou","raw_affiliation_strings":["Department of Cardiovascular Prevention, National and Kapodistrian University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Prevention, National and Kapodistrian University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051048965","display_name":"Vijay Viswanathan","orcid":"https://orcid.org/0000-0001-9116-3937","observed_orcids":["https://orcid.org/0000-0001-9116-3937"]},"institutions":[{"id":"https://openalex.org/I4210160007","display_name":"M.V. Hospital for Diabetes and Diabetes Research Centre","ror":"https://ror.org/05rkr5a10","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210160007"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Viswanathan","raw_affiliation_strings":["MV Hospital for Diabetes & Professor M Viswanathan Diabetes Research Centre, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MV Hospital for Diabetes & Professor M Viswanathan Diabetes Research Centre, Chennai, India","institution_ids":["https://openalex.org/I4210160007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003199301","display_name":"George D. Kitas","orcid":"https://orcid.org/0000-0002-0828-6176","observed_orcids":["https://orcid.org/0000-0002-0828-6176"]},"institutions":[{"id":"https://openalex.org/I2801954517","display_name":"Dudley Group NHS Foundation Trust","ror":"https://ror.org/014hmqv77","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2801954517"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"G.D. Kitas","raw_affiliation_strings":["R & D Academic Affairs, Dudley Group NHS Foundation Trust, Dudley, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R & D Academic Affairs, Dudley Group NHS Foundation Trust, Dudley, United Kingdom","institution_ids":["https://openalex.org/I2801954517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109761842","display_name":"Jasjit S. Suri","orcid":"https://orcid.org/0000-0002-4600-8513","observed_orcids":["https://orcid.org/0000-0002-4600-8513"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"J.S. Suri","raw_affiliation_strings":["Stroke Monitoring and Diagnosis Division AtheroPoint\u2122 Roseville CA USA","Stroke Monitoring and Diagnosis Division, AtheroPointTM, Roseville, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stroke Monitoring and Diagnosis Division AtheroPoint\u2122 Roseville CA USA","institution_ids":[]},{"raw_affiliation_string":"Stroke Monitoring and Diagnosis Division, AtheroPointTM, Roseville, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5109761842"],"corresponding_institution_ids":[],"apc_list":{"value":2590,"currency":"USD","value_usd":2590},"apc_paid":null,"fwci":2.0246,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.87670001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"56","issue":"25","first_page":"1395","last_page":"1398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.20579999685287476,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.20579999685287476,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.06889999657869339,"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"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.05990000069141388,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/wilson-s-disease","display_name":"Wilson's disease","score":0.8669999837875366},{"id":"https://openalex.org/keywords/white-matter-hyperintensities","display_name":"white matter hyperintensities","score":0.9279999732971191},{"id":"https://openalex.org/keywords/brain-mri","display_name":"brain MRI","score":0.890999972820282},{"id":"https://openalex.org/keywords/tissue-classification","display_name":"tissue classification","score":0.8130000233650208},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.9359999895095825},{"id":"https://openalex.org/keywords/mobilenet","display_name":"MobileNet","score":0.9110000133514404},{"id":"https://openalex.org/keywords/vgg19","display_name":"VGG19","score":0.9990000128746033},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.7900000214576721},{"id":"https://openalex.org/keywords/copper-accumulation","display_name":"copper accumulation","score":0.8309999704360962},{"id":"https://openalex.org/keywords/image-data-augmentation","display_name":"image augmentation","score":0.4740000069141388},{"id":"https://openalex.org/keywords/random-forest-comparison","display_name":"random forest comparison","score":0.6470000147819519}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.672199547290802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6264955997467041},{"id":"https://openalex.org/C2781192897","wikidata":"https://www.wikidata.org/wiki/Q822050","display_name":"White matter","level":3,"score":0.5612180829048157},{"id":"https://openalex.org/C146638467","wikidata":"https://www.wikidata.org/wiki/Q10529587","display_name":"Hyperintensity","level":3,"score":0.5383023023605347},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5224981904029846},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.47250497341156006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4674927294254303},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.453060507774353},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45131683349609375},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44621166586875916},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4356757402420044},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34670501947402954},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26431983709335327},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.24064579606056213}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1049/el.2020.2102","doi":"https://doi.org/10.1049/el.2020.2102","is_oa":false,"landing_page_url":"https://doi.org/10.1049/el.2020.2102","pdf_url":null,"source":{"id":"https://openalex.org/S149016011","display_name":"Electronics Letters","issn_l":"0013-5194","issn":["0013-5194","1350-911X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronics Letters","raw_type":"journal-article"},{"id":"pmh:oai:iris.unica.it:11584/366024","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11584/366024","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.unica.it:11584/366024","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11584/366024","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"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":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9537000060081482}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1534123186","https://openalex.org/W1553085054","https://openalex.org/W1557433409","https://openalex.org/W1969670714","https://openalex.org/W1973679205","https://openalex.org/W1976309745","https://openalex.org/W1991113411","https://openalex.org/W1997444694","https://openalex.org/W2021787435","https://openalex.org/W2022130318","https://openalex.org/W2024230131","https://openalex.org/W2025612151","https://openalex.org/W2028063989","https://openalex.org/W2043257938","https://openalex.org/W2049159097","https://openalex.org/W2050163735","https://openalex.org/W2063921320","https://openalex.org/W2066937625","https://openalex.org/W2078923665","https://openalex.org/W2083546615","https://openalex.org/W2090118382","https://openalex.org/W2111778139","https://openalex.org/W2136220561","https://openalex.org/W2140639259","https://openalex.org/W2143190548","https://openalex.org/W2148218951","https://openalex.org/W2154145988","https://openalex.org/W2160628533","https://openalex.org/W2277070532","https://openalex.org/W2279267716","https://openalex.org/W2290121903","https://openalex.org/W2305392477","https://openalex.org/W2502689631","https://openalex.org/W2531253733","https://openalex.org/W2582180708","https://openalex.org/W2583439911","https://openalex.org/W2612685003","https://openalex.org/W2752627726","https://openalex.org/W2771771284","https://openalex.org/W2800807461","https://openalex.org/W2803858183","https://openalex.org/W2810138651","https://openalex.org/W2900702386","https://openalex.org/W2904909998","https://openalex.org/W2919356958","https://openalex.org/W2936250992","https://openalex.org/W2941718088","https://openalex.org/W3007428445","https://openalex.org/W3012174479","https://openalex.org/W3015459784","https://openalex.org/W3031839920"],"related_works":["https://openalex.org/W3127929412","https://openalex.org/W2991313040","https://openalex.org/W4323664431","https://openalex.org/W4220682542","https://openalex.org/W4400809112","https://openalex.org/W3186734964","https://openalex.org/W2160754746","https://openalex.org/W2790649333","https://openalex.org/W3012323292","https://openalex.org/W3117733056"],"abstract_inverted_index":{"Wilson's":[0],"disease":[1],"(WD)":[2],"is":[3,36,101],"caused":[4],"by":[5],"the":[6,12,80,86,110,155],"excessive":[7],"accumulation":[8],"of":[9,146],"copper":[10],"in":[11,32,53],"brain":[13],"and":[14,38,78,107,126,141,148],"liver,":[15],"leading":[16],"to":[17,40,50,103],"death":[18],"if":[19],"not":[20],"diagnosed":[21],"early.":[22],"WD":[23,42],"shows":[24],"its":[25],"prevalence":[26],"as":[27,75,114],"white":[28],"matter":[29],"hyperintensity":[30],"(WMH)":[31],"MRI":[33],"scans.":[34],"It":[35],"challenging":[37],"tedious":[39],"classify":[41],"against":[43,91,154],"controls":[44],"when":[45,152],"comparing":[46],"visually,":[47],"primarily":[48],"due":[49],"subtle":[51],"differences":[52],"WMH.":[54],"This":[55],"Letter":[56],"presents":[57],"a":[58,92],"computer\u2010aided":[59],"design\u2010based":[60],"automated":[61],"classification":[62],"strategy":[63],"that":[64],"uses":[65],"optimised":[66],"transfer":[67],"learning":[68,94],"(TL)":[69],"utilising":[70],"two":[71],"novel":[72],"paradigms":[73],"known":[74],"(i)":[76],"MobileNet":[77,104,140],"(ii)":[79],"Visual":[81],"Geometric":[82],"Group\u201019":[83],"(VGG\u201019).":[84],"Further,":[85,139],"authors":[87],"benchmark":[88],"TL":[89],"systems":[90],"machine":[93],"(ML)":[95],"paradigm.":[96],"Using":[97],"four\u2010fold":[98],"augmentation,":[99],"VGG\u201019":[100,142],"superior":[102],"demonstrating":[105],"accuracy":[106],"area":[108],"under":[109],"curve":[111],"(AUC)":[112],"pairs":[113],"95.46":[115],"\u00b1":[116,128],"7.70":[117],"%":[118,130],",":[119,131,150],"0.932":[120],"(":[121,133],"p":[122,134],"<":[123,135],"0.0001":[124,136],")":[125],"86.87":[127],"2.23":[129],"0.871":[132],"),":[137],"respectively.":[138],"showed":[143],"an":[144],"improvement":[145],"3.4":[147],"13.5%":[149],"respectively,":[151],"benchmarked":[153],"ML\u2010based":[156],"soft":[157],"classifier":[158],"\u2013":[159],"Random":[160],"Forest.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":9}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-11-09T00:00:00"}
