{"id":"https://openalex.org/W4401834943","doi":"https://doi.org/10.3233/shti240548","title":"Comparative Analysis of Macular and Optic Disc Perfusion Pre and Post Silicone Oil Removal: A Machine Learning Approach","display_name":"Comparative Analysis of Macular and Optic Disc Perfusion Pre and Post Silicone Oil Removal: A Machine Learning Approach","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401834943","doi":"https://doi.org/10.3233/shti240548","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176929"},"language":"en","primary_location":{"id":"doi:10.3233/shti240548","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240548","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240548","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240548","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003484641","display_name":"Georgios Feretzakis","orcid":"https://orcid.org/0000-0002-3597-1187"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Feretzakis","raw_affiliation_strings":["School of Science and Technology, Hellenic Open University, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072966761","display_name":"Christina Karakosta","orcid":"https://orcid.org/0000-0001-9349-4043"},"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":true,"raw_author_name":"Christina Karakosta","raw_affiliation_strings":["School of Medicine, National and Kapodistrian University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Medicine, National and Kapodistrian University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081141966","display_name":"Aris Gkoulalas-Divanis","orcid":"https://orcid.org/0000-0003-0011-6591"},"institutions":[{"id":"https://openalex.org/I4210113543","display_name":"Vhi Healthcare","ror":"https://ror.org/01xa8e295","country_code":"IE","type":"healthcare","lineage":["https://openalex.org/I4210113543"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Aris Gkoulalas-Divanis","raw_affiliation_strings":["Merative, Healthcare, Dublin Docklands, Dublin 2, Ireland"],"affiliations":[{"raw_affiliation_string":"Merative, Healthcare, Dublin Docklands, Dublin 2, Ireland","institution_ids":["https://openalex.org/I4210113543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021354735","display_name":"Dimitrios Karapiperis","orcid":"https://orcid.org/0000-0002-3878-5988"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Karapiperis","raw_affiliation_strings":["International Hellenic University, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"International Hellenic University, Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007517472","display_name":"Andreas F. Gkontzis","orcid":"https://orcid.org/0000-0003-2519-9338"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Andreas F. Gkontzis","raw_affiliation_strings":["School of Science and Technology, Hellenic Open University, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036319147","display_name":"Evgenia Paxinou","orcid":"https://orcid.org/0000-0002-9910-8569"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evgenia Paxinou","raw_affiliation_strings":["School of Science and Technology, Hellenic Open University, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021914830","display_name":"C KOURENTIS","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137576","display_name":"Athens Eye Hospital","ror":"https://ror.org/04wprr919","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210137576"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christina Kourentis","raw_affiliation_strings":["First Ophthalmology Department, Ophthalmiatreio Eye Hospital of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"First Ophthalmology Department, Ophthalmiatreio Eye Hospital of Athens, Athens, Greece","institution_ids":["https://openalex.org/I4210137576"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085113815","display_name":"Vassilios S. Verykios","orcid":"https://orcid.org/0000-0002-9758-0819"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassilios S. Verykios","raw_affiliation_strings":["School of Science and Technology, Hellenic Open University, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5072966761"],"corresponding_institution_ids":["https://openalex.org/I200777214"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40648723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"316","issue":null,"first_page":"863","last_page":"867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9979000091552734,"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/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.6663489937782288},{"id":"https://openalex.org/keywords/optic-disc","display_name":"Optic disc","score":0.6540128588676453},{"id":"https://openalex.org/keywords/silicone-oil","display_name":"Silicone oil","score":0.5501419901847839},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5145046710968018},{"id":"https://openalex.org/keywords/perfusion","display_name":"Perfusion","score":0.5022063255310059},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47397488355636597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4520081579685211},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.4154791533946991},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.41348546743392944},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37054723501205444},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.24587619304656982},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.1765567660331726}],"concepts":[{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.6663489937782288},{"id":"https://openalex.org/C2779735895","wikidata":"https://www.wikidata.org/wiki/Q16873995","display_name":"Optic disc","level":3,"score":0.6540128588676453},{"id":"https://openalex.org/C2775952280","wikidata":"https://www.wikidata.org/wiki/Q416873","display_name":"Silicone oil","level":2,"score":0.5501419901847839},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5145046710968018},{"id":"https://openalex.org/C146957229","wikidata":"https://www.wikidata.org/wiki/Q1266915","display_name":"Perfusion","level":2,"score":0.5022063255310059},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47397488355636597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4520081579685211},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.4154791533946991},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.41348546743392944},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37054723501205444},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.24587619304656982},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.1765567660331726},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008266","descriptor_name":"Macula Lutea","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008266","descriptor_name":"Macula Lutea","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008266","descriptor_name":"Macula Lutea","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008266","descriptor_name":"Macula Lutea","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008266","descriptor_name":"Macula Lutea","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D008266","descriptor_name":"Macula Lutea","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D008266","descriptor_name":"Macula Lutea","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D008266","descriptor_name":"Macula Lutea","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":true},{"descriptor_ui":"D012163","descriptor_name":"Retinal Detachment","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012163","descriptor_name":"Retinal Detachment","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012163","descriptor_name":"Retinal Detachment","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012163","descriptor_name":"Retinal Detachment","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012827","descriptor_name":"Silicone Oils","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012827","descriptor_name":"Silicone Oils","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012827","descriptor_name":"Silicone Oils","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012827","descriptor_name":"Silicone Oils","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D041623","descriptor_name":"Tomography, Optical Coherence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D041623","descriptor_name":"Tomography, Optical Coherence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D041623","descriptor_name":"Tomography, Optical Coherence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D041623","descriptor_name":"Tomography, Optical Coherence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti240548","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240548","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240548","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:39176929","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176929","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,"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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti240548","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240548","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240548","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401834943.pdf"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1983479840","https://openalex.org/W2064675550","https://openalex.org/W2136848157","https://openalex.org/W2280131528","https://openalex.org/W2342249984","https://openalex.org/W2886281300","https://openalex.org/W2989658076","https://openalex.org/W4211049957","https://openalex.org/W4212863985","https://openalex.org/W4385658925","https://openalex.org/W4392959384"],"related_works":["https://openalex.org/W3015524434","https://openalex.org/W2323668004","https://openalex.org/W1480837954","https://openalex.org/W2348498086","https://openalex.org/W3093461874","https://openalex.org/W2063232638","https://openalex.org/W1000914229","https://openalex.org/W1014602304","https://openalex.org/W1033756233","https://openalex.org/W4300698861"],"abstract_inverted_index":{"In":[0],"the":[1,27,34,55,89,92,99,123,126,133,137,143,153,167],"realm":[2],"of":[3,29,58,155],"ophthalmic":[4],"surgeries,":[5],"silicone":[6],"oil":[7,44],"is":[8],"often":[9],"utilized":[10],"as":[11],"a":[12,84],"tamponade":[13],"agent":[14],"for":[15],"repairing":[16],"retinal":[17],"detachments,":[18],"but":[19],"it":[20],"necessitates":[21],"subsequent":[22],"removal.":[23],"This":[24],"study":[25],"harnesses":[26],"power":[28],"machine":[30,119,156],"learning":[31,120,157],"to":[32,74,106,158,160],"analyze":[33],"macular":[35],"and":[36,42,68,95,104,145],"optic":[37],"disc":[38],"perfusion":[39,108,173],"changes":[40,109],"pre":[41],"post-silicone":[43],"removal,":[45],"using":[46],"Optical":[47],"Coherence":[48],"Tomography":[49],"Angiography":[50],"(OCTA)":[51],"data.":[52],"Building":[53],"upon":[54],"foundational":[56],"work":[57],"prior":[59],"research,":[60],"our":[61],"investigation":[62],"employs":[63],"Gaussian":[64],"Process":[65],"Regression":[66],"(GPR)":[67],"Long":[69],"Short-Term":[70],"Memory":[71],"(LSTM)":[72],"networks":[73],"create":[75],"predictive":[76],"models":[77,121],"based":[78],"on":[79,88],"OCTA":[80],"scans.":[81],"We":[82],"conducted":[83],"comparative":[85],"analysis":[86],"focusing":[87],"flow":[90,124],"in":[91,98,125,136,142,164,170],"outer":[93,127],"retina":[94,128],"vessel":[96,134],"density":[97,135],"deep":[100,138],"capillary":[101,139],"plexus":[102,140],"(superior-hemi":[103],"perifovea)":[105],"track":[107],"across":[110],"different":[111],"time":[112],"points.":[113],"Our":[114],"findings":[115],"indicate":[116],"that":[117],"while":[118],"predict":[122],"with":[129],"reasonable":[130],"accuracy,":[131],"predicting":[132,171],"(particularly":[141],"superior-hemi":[144],"perifovea":[146],"regions)":[147],"remains":[148],"challenging.":[149],"These":[150],"results":[151],"underscore":[152],"potential":[154],"contribute":[159],"personalized":[161],"patient":[162],"care":[163],"ophthalmology,":[165],"despite":[166],"inherent":[168],"complexities":[169],"ocular":[172],"changes.":[174]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
