{"id":"https://openalex.org/W4390075341","doi":"https://doi.org/10.1109/jbhi.2023.3345837","title":"Adaptive Tensor-Based Feature Extraction for Pupil Segmentation in Cataract Surgery","display_name":"Adaptive Tensor-Based Feature Extraction for Pupil Segmentation in Cataract Surgery","publication_year":2023,"publication_date":"2023-12-21","ids":{"openalex":"https://openalex.org/W4390075341","doi":"https://doi.org/10.1109/jbhi.2023.3345837","pmid":"https://pubmed.ncbi.nlm.nih.gov/38127596"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3345837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3345837","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11018356/pdf/nihms-1973315.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062727519","display_name":"Binh Duong Giap","orcid":"https://orcid.org/0000-0001-8211-106X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Binh Duong Giap","raw_affiliation_strings":["Department of Ophthalmology &amp; Visual Sciences, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":"https://orcid.org/0000-0001-8211-106X","affiliations":[{"raw_affiliation_string":"Department of Ophthalmology &amp; Visual Sciences, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043265627","display_name":"Karthik Srinivasan","orcid":"https://orcid.org/0000-0002-8345-9719"},"institutions":[{"id":"https://openalex.org/I2800958399","display_name":"Aravind Eye Hospital","ror":"https://ror.org/05vg07g77","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I2800958399"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Karthik Srinivasan","raw_affiliation_strings":["Department of Vitreo Retinal, Aravind Eye Hospital, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0002-8345-9719","affiliations":[{"raw_affiliation_string":"Department of Vitreo Retinal, Aravind Eye Hospital, Chennai, India","institution_ids":["https://openalex.org/I2800958399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048106887","display_name":"Ossama Mahmoud","orcid":"https://orcid.org/0000-0003-0179-2532"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]},{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ossama Mahmoud","raw_affiliation_strings":["Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI, USA","Wayne State University School of Medicine, Detroit, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Wayne State University School of Medicine, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107986956","display_name":"Shahzad I. Mian","orcid":"https://orcid.org/0000-0002-5813-1527"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahzad I. Mian","raw_affiliation_strings":["Department of Ophthalmology &amp; Visual Sciences, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology &amp; Visual Sciences, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015142529","display_name":"Bradford Tannen","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradford L. Tannen","raw_affiliation_strings":["Department of Ophthalmology &amp; Visual Sciences, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology &amp; Visual Sciences, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000392843","display_name":"Nambi Nallasamy","orcid":"https://orcid.org/0000-0001-7501-7198"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]},{"id":"https://openalex.org/I4210114445","display_name":"Michigan Medicine","ror":"https://ror.org/01zcpa714","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210114445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nambi Nallasamy","raw_affiliation_strings":["Department of Computational Medicine &amp; Bioinformatics, Ann Arbor, MI, USA","Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":"https://orcid.org/0000-0001-7501-7198","affiliations":[{"raw_affiliation_string":"Department of Computational Medicine &amp; Bioinformatics, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I4210114445"]},{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.851,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91267614,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"28","issue":"3","first_page":"1599","last_page":"1610"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9836999773979187,"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":0.9836999773979187,"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":0.9537000060081482,"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/T12303","display_name":"Tensor decomposition and applications","score":0.9384999871253967,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6445140242576599},{"id":"https://openalex.org/keywords/pupil","display_name":"Pupil","score":0.6347376704216003},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5986146926879883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5969336628913879},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5701221227645874},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5150117874145508},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5046857595443726},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4892566204071045},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.45685532689094543},{"id":"https://openalex.org/keywords/cataract-extraction","display_name":"Cataract extraction","score":0.4492380917072296},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37482020258903503},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3709715008735657},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.32109320163726807},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.30518651008605957},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1536848247051239},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.138218492269516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6445140242576599},{"id":"https://openalex.org/C2777394604","wikidata":"https://www.wikidata.org/wiki/Q173318","display_name":"Pupil","level":2,"score":0.6347376704216003},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5986146926879883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5969336628913879},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5701221227645874},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5150117874145508},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5046857595443726},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4892566204071045},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.45685532689094543},{"id":"https://openalex.org/C3020256872","wikidata":"https://www.wikidata.org/wiki/Q1818260","display_name":"Cataract extraction","level":2,"score":0.4492380917072296},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37482020258903503},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3709715008735657},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.32109320163726807},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.30518651008605957},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1536848247051239},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.138218492269516},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D002386","descriptor_name":"Cataract","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002386","descriptor_name":"Cataract","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002386","descriptor_name":"Cataract","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002386","descriptor_name":"Cataract","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002386","descriptor_name":"Cataract","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002386","descriptor_name":"Cataract","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002386","descriptor_name":"Cataract","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002386","descriptor_name":"Cataract","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002386","descriptor_name":"Cataract","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002387","descriptor_name":"Cataract Extraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D002387","descriptor_name":"Cataract Extraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D002387","descriptor_name":"Cataract Extraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D002387","descriptor_name":"Cataract Extraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D002387","descriptor_name":"Cataract Extraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D002387","descriptor_name":"Cataract Extraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D002387","descriptor_name":"Cataract Extraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D002387","descriptor_name":"Cataract Extraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D002387","descriptor_name":"Cataract Extraction","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2023.3345837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3345837","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38127596","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38127596","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:europepmc.org:10695575","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11018356","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11018356/pdf/nihms-1973315.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:10695575","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11018356","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11018356/pdf/nihms-1973315.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G4446398502","display_name":null,"funder_award_id":"K12EY022299","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8102341836","display_name":null,"funder_award_id":"D43TW012027","funder_id":"https://openalex.org/F4320337356","funder_display_name":"Fogarty International Center"}],"funders":[{"id":"https://openalex.org/F4320312159","display_name":"Doctors Company Foundation","ror":"https://ror.org/03xm3wq50"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337356","display_name":"Fogarty International Center","ror":"https://ror.org/02xey9a22"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390075341.pdf"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W50417968","https://openalex.org/W50526238","https://openalex.org/W1901129140","https://openalex.org/W1963826206","https://openalex.org/W1967343121","https://openalex.org/W1972482520","https://openalex.org/W1974821667","https://openalex.org/W2024165284","https://openalex.org/W2033346865","https://openalex.org/W2039549467","https://openalex.org/W2049348043","https://openalex.org/W2057198772","https://openalex.org/W2081173845","https://openalex.org/W2107693148","https://openalex.org/W2108598243","https://openalex.org/W2109773745","https://openalex.org/W2132048066","https://openalex.org/W2134251598","https://openalex.org/W2140260914","https://openalex.org/W2140706974","https://openalex.org/W2143093135","https://openalex.org/W2150625816","https://openalex.org/W2154624311","https://openalex.org/W2163155631","https://openalex.org/W2163352848","https://openalex.org/W2194775991","https://openalex.org/W2208567995","https://openalex.org/W2531409750","https://openalex.org/W2565639579","https://openalex.org/W2735039185","https://openalex.org/W2771766680","https://openalex.org/W2783547255","https://openalex.org/W2787091153","https://openalex.org/W2945472816","https://openalex.org/W2963163009","https://openalex.org/W2964508389","https://openalex.org/W2983495573","https://openalex.org/W3014325892","https://openalex.org/W3014641072","https://openalex.org/W3021020015","https://openalex.org/W3033487944","https://openalex.org/W3034904993","https://openalex.org/W3046369731","https://openalex.org/W3105636206","https://openalex.org/W3150252053","https://openalex.org/W3161200379","https://openalex.org/W3183496726","https://openalex.org/W3199999289","https://openalex.org/W3202641951","https://openalex.org/W4206361110","https://openalex.org/W4223613564","https://openalex.org/W4231720451","https://openalex.org/W4233030097","https://openalex.org/W4236275119","https://openalex.org/W4255272544","https://openalex.org/W4281751621","https://openalex.org/W4389542631","https://openalex.org/W6637373629","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W2591813577","https://openalex.org/W2005258723","https://openalex.org/W2131715830","https://openalex.org/W2034794801","https://openalex.org/W2749898144","https://openalex.org/W1983377503","https://openalex.org/W2468469523","https://openalex.org/W3028818454","https://openalex.org/W1991067948","https://openalex.org/W2399129987"],"abstract_inverted_index":{"Cataract":[0],"surgery":[1,24,68],"remains":[2],"the":[3,30,50,95,106,140,176,184,189,205,229,240,249,263],"only":[4],"definitive":[5],"treatment":[6],"for":[7,45,224,239],"visually":[8],"significant":[9,211],"cataracts,":[10],"which":[11],"are":[12],"a":[13,80,118,167],"major":[14],"cause":[15],"of":[16,22,29,52,97,157,192,204,235,280],"preventable":[17],"blindness":[18],"worldwide.":[19],"Successful":[20],"performance":[21,191,215,247,271],"cataract":[23,67,164,281],"relies":[25],"on":[26,152],"stable":[27],"dilation":[28],"pupil.":[31],"Automated":[32],"pupil":[33,71,100,135,185,269],"segmentation":[34,72,150,193,214],"from":[35,162],"surgical":[36,53,56,59],"videos":[37],"can":[38,69],"assist":[39],"surgeons":[40],"in":[41,213,257,276],"detecting":[42],"risk":[43],"factors":[44],"pupillary":[46],"instability":[47],"prior":[48],"to":[49,93,128,183,197,209,274],"development":[51],"complications.":[54],"However,":[55],"illumination":[57],"variations,":[58],"instrument":[60],"obstruction,":[61],"and":[62,113,133,166,187,200,227,237,242],"lens":[63],"material":[64],"hydration":[65],"during":[66],"limit":[70],"accuracy.":[73],"To":[74],"address":[75],"these":[76],"problems,":[77],"we":[78,104],"propose":[79],"novel":[81],"method":[82,142,178,207,266],"named":[83],"adaptive":[84],"wavelet":[85,114],"tensor":[86],"feature":[87,136,254],"extraction":[88,255],"(AWTFE).":[89],"AWTFE":[90,177,206,250,265],"is":[91],"designed":[92],"enhance":[94],"accuracy":[96],"deep":[98,148],"learning-powered":[99],"recognition":[101,270],"systems.":[102],"First,":[103],"represent":[105],"correlations":[107],"among":[108],"spatial":[109],"information,":[110],"color":[111],"channels,":[112],"subbands":[115],"by":[116,143,195,272],"constructing":[117],"third-order":[119],"tensor.":[120],"We":[121,138],"then":[122],"utilize":[123],"higher-order":[124],"singular":[125],"value":[126],"decomposition":[127],"eliminate":[129],"redundant":[130],"information":[131],"adaptively":[132],"estimate":[134],"information.":[137],"evaluated":[139],"proposed":[141,264],"conducting":[144],"experiments":[145],"with":[146],"state-of-the-art":[147],"learning":[149],"models":[151,194],"our":[153],"BigCat":[154,241],"dataset":[155],"consisting":[156],"5,700":[158],"annotated":[159],"intraoperative":[160],"images":[161],"190":[163],"surgeries":[165],"public":[168],"CaDIS":[169,243],"dataset.":[170],"The":[171],"experimental":[172],"results":[173],"reveal":[174],"that":[175],"effectively":[179],"identifies":[180],"features":[181],"relevant":[182],"region":[186],"improved":[188,268],"overall":[190,232],"up":[196,273],"2.26%":[198],"(BigCat)":[199],"3.31%":[201],"(CaDIS).":[202],"Incorporation":[203],"led":[208],"statistically":[210],"improvements":[212],"(P":[216],"<":[217],"1.29":[218],"\u00d7":[219],"10":[220],"<sup":[221],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[222],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">\u221210</sup>":[223],"each":[225],"model)":[226],"yielded":[228],"highest-performing":[230],"model":[231,259],"(Dice":[233],"coefficients":[234],"94.74%":[236],"96.71%":[238],"datasets,":[244],"respectively).":[245],"In":[246,261],"comparisons,":[248],"consistently":[251],"outperformed":[252],"other":[253],"methods":[256],"enhancing":[258],"performance.":[260],"addition,":[262],"significantly":[267],"2.87%":[275],"particularly":[277],"challenging":[278],"phases":[279],"surgery.":[282]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}