{"id":"https://openalex.org/W2921315925","doi":"https://doi.org/10.1117/12.2512273","title":"Longitudinal matching of in vivo adaptive optics images of fluorescent cells in the human eye using stochastically consistent superpixels","display_name":"Longitudinal matching of in vivo adaptive optics images of fluorescent cells in the human eye using stochastically consistent superpixels","publication_year":2019,"publication_date":"2019-03-13","ids":{"openalex":"https://openalex.org/W2921315925","doi":"https://doi.org/10.1117/12.2512273","mag":"2921315925"},"language":"en","primary_location":{"id":"doi:10.1117/12.2512273","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2512273","pdf_url":null,"source":{"id":"https://openalex.org/S4306519510","display_name":"Medical Imaging 2019: Computer-Aided Diagnosis","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2019: Computer-Aided Diagnosis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101543443","display_name":"Jianfei Liu","orcid":"https://orcid.org/0000-0001-9885-1695"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I4210139686","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210139686"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jianfei Liu","raw_affiliation_strings":["National Eye Institute, National Institutes of Health (United States)"],"affiliations":[{"raw_affiliation_string":"National Eye Institute, National Institutes of Health (United States)","institution_ids":["https://openalex.org/I4210139686","https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026845822","display_name":"Hae Won Jung","orcid":"https://orcid.org/0000-0003-2281-928X"},"institutions":[{"id":"https://openalex.org/I4210139686","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210139686"]},{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hae Won Jung","raw_affiliation_strings":["National Eye Institute, National Institutes of Health (United States)"],"affiliations":[{"raw_affiliation_string":"National Eye Institute, National Institutes of Health (United States)","institution_ids":["https://openalex.org/I4210139686","https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338086","display_name":"Tao Liu","orcid":"https://orcid.org/0000-0001-9864-3896"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I4210139686","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210139686"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Liu","raw_affiliation_strings":["National Eye Institute, National Institutes of Health (United States)"],"affiliations":[{"raw_affiliation_string":"National Eye Institute, National Institutes of Health (United States)","institution_ids":["https://openalex.org/I4210139686","https://openalex.org/I1299303238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019961872","display_name":"Johnny Tam","orcid":"https://orcid.org/0000-0003-2300-0567"},"institutions":[{"id":"https://openalex.org/I4210139686","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210139686"]},{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Johnny Tam","raw_affiliation_strings":["National Eye Institute, National Institutes of Health (United States)"],"affiliations":[{"raw_affiliation_string":"National Eye Institute, National Institutes of Health (United States)","institution_ids":["https://openalex.org/I4210139686","https://openalex.org/I1299303238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101543443"],"corresponding_institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210139686"],"apc_list":null,"apc_paid":null,"fwci":0.2527,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73638478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"108","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10170","display_name":"Retinal Diseases and Treatments","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9939000010490417,"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/adaptive-optics","display_name":"Adaptive optics","score":0.7686922550201416},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.6523374319076538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6477246284484863},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5934882164001465},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5737537145614624},{"id":"https://openalex.org/keywords/ophthalmoscopy","display_name":"Ophthalmoscopy","score":0.4900034964084625},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4693140983581543},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4526725113391876},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.43402761220932007},{"id":"https://openalex.org/keywords/scanning-laser-ophthalmoscopy","display_name":"Scanning laser ophthalmoscopy","score":0.43209895491600037},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.42739835381507874},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3657037615776062},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33290570974349976},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2970103621482849},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.28408288955688477},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2558767795562744},{"id":"https://openalex.org/keywords/retina","display_name":"Retina","score":0.211298406124115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1606057584285736},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14197367429733276}],"concepts":[{"id":"https://openalex.org/C132771110","wikidata":"https://www.wikidata.org/wiki/Q506922","display_name":"Adaptive optics","level":2,"score":0.7686922550201416},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.6523374319076538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6477246284484863},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5934882164001465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5737537145614624},{"id":"https://openalex.org/C2780623050","wikidata":"https://www.wikidata.org/wiki/Q837188","display_name":"Ophthalmoscopy","level":3,"score":0.4900034964084625},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4693140983581543},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4526725113391876},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.43402761220932007},{"id":"https://openalex.org/C2777474606","wikidata":"https://www.wikidata.org/wiki/Q7430070","display_name":"Scanning laser ophthalmoscopy","level":3,"score":0.43209895491600037},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.42739835381507874},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3657037615776062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33290570974349976},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2970103621482849},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.28408288955688477},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2558767795562744},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.211298406124115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1606057584285736},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14197367429733276},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2512273","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2512273","pdf_url":null,"source":{"id":"https://openalex.org/S4306519510","display_name":"Medical Imaging 2019: Computer-Aided Diagnosis","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2019: Computer-Aided Diagnosis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1762798876","https://openalex.org/W2114914263","https://openalex.org/W2118246710","https://openalex.org/W2131747574","https://openalex.org/W2510137657","https://openalex.org/W4211049957","https://openalex.org/W6632360812","https://openalex.org/W6679274461","https://openalex.org/W6743859419","https://openalex.org/W6747165922","https://openalex.org/W6751534838"],"related_works":["https://openalex.org/W4388425936","https://openalex.org/W2006632914","https://openalex.org/W2021513243","https://openalex.org/W2334254724","https://openalex.org/W3032552409","https://openalex.org/W2563767311","https://openalex.org/W3023617393","https://openalex.org/W2967451091","https://openalex.org/W887986757","https://openalex.org/W3179866698"],"abstract_inverted_index":{"Fluorescence":[0],"microscopy":[1],"has":[2],"transformed":[3],"our":[4],"understanding":[5,55],"of":[6,50,78,108,174],"modern":[7],"biology.":[8],"Recently,":[9],"this":[10],"technology":[11],"was":[12],"translated":[13],"to":[14,30,62,75,89,122,138],"the":[15,36,47,76,172],"clinic":[16],"using":[17],"adaptive":[18],"optics":[19],"enhanced":[20],"indocyanine":[21],"green":[22],"ophthalmoscopy,":[23],"which":[24,156],"enables":[25],"retinal":[26],"pigment":[27],"epithelial":[28],"cells":[29,42],"be":[31],"fluorescently-labeled":[32],"and":[33,70],"imaged":[34,159],"in":[35],"living":[37],"human":[38],"eye.":[39],"Monitoring":[40],"these":[41,91],"across":[43,168],"longitudinal":[44],"images":[45,152],"on":[46,151],"time":[48,169],"scale":[49],"months":[51],"is":[52,98,120,136],"important":[53],"for":[54],"blinding":[56],"diseases,":[57],"but":[58],"remains":[59],"challenging":[60],"due":[61,74],"inherent":[63],"eye-motion-caused":[64],"distortions,":[65],"substantial":[66],"visit-to-visit":[67,175],"image":[68,103],"displacements,":[69],"weak":[71],"cell":[72],"boundaries":[73],"nature":[77],"fluorescence":[79],"data.":[80],"This":[81],"paper":[82],"introduces":[83],"a":[84,106,114,132],"stochastically":[85],"consistent":[86,140],"superpixel":[87,129],"method":[88],"address":[90],"issues.":[92],"First,":[93],"large":[94],"displacement":[95],"optical":[96,118],"flow":[97,119],"estimated":[99],"by":[100],"embedding":[101],"global":[102],"displacements":[104],"from":[105,153],"set":[107],"maximal":[109,144],"stable":[110],"extremal":[111],"regions":[112],"into":[113],"variational":[115],"framework.":[116],"Next,":[117],"utilized":[121],"initialize":[123],"bilateral":[124],"Gaussian":[125],"processes":[126],"that":[127],"model":[128],"movements.":[130],"Finally,":[131],"generative":[133],"probabilistic":[134],"framework":[135],"developed":[137],"create":[139],"superpixels":[141,148],"constrained":[142],"with":[143],"likelihood":[145],"criterion.":[146],"Consistent":[147],"were":[149,157],"evaluated":[150],"11":[154],"eyes":[155],"longitudinally":[158],"over":[160],"3-12":[161],"months.":[162],"Validation":[163],"datasets":[164],"revealed":[165],"high":[166],"accuracy":[167],"points":[170],"despite":[171],"presence":[173],"changes.":[176]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
