{"id":"https://openalex.org/W4386761133","doi":"https://doi.org/10.1007/978-3-031-44013-7_3","title":"Auxiliary-Domain Learning for a Functional Prediction of Glaucoma Progression","display_name":"Auxiliary-Domain Learning for a Functional Prediction of Glaucoma Progression","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386761133","doi":"https://doi.org/10.1007/978-3-031-44013-7_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44013-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44013-7_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5071721806","display_name":"Sean M. Wu","orcid":"https://orcid.org/0000-0002-0000-3821"},"institutions":[{"id":"https://openalex.org/I100191712","display_name":"Pepperdine University","ror":"https://ror.org/0529ybh43","country_code":"US","type":"education","lineage":["https://openalex.org/I100191712"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sean Wu","raw_affiliation_strings":["Seaver College, Pepperdine University, Malibu, CA, 90265, USA"],"affiliations":[{"raw_affiliation_string":"Seaver College, Pepperdine University, Malibu, CA, 90265, USA","institution_ids":["https://openalex.org/I100191712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061237452","display_name":"Vahid Mohammadzadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vahid Mohammadzadeh","raw_affiliation_strings":["Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA"],"affiliations":[{"raw_affiliation_string":"Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003081199","display_name":"Kiumars Edalati","orcid":"https://orcid.org/0000-0001-7588-3125"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kiumars Edalati","raw_affiliation_strings":["Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA"],"affiliations":[{"raw_affiliation_string":"Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021388864","display_name":"Jack Martinyan","orcid":"https://orcid.org/0000-0001-7596-8364"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jack Martinyan","raw_affiliation_strings":["Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA"],"affiliations":[{"raw_affiliation_string":"Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092876073","display_name":"Arthur Martinyan","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arthur Martinyan","raw_affiliation_strings":["Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA"],"affiliations":[{"raw_affiliation_string":"Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085793197","display_name":"Joseph Caprioli","orcid":"https://orcid.org/0000-0002-2383-7263"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Caprioli","raw_affiliation_strings":["Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA"],"affiliations":[{"raw_affiliation_string":"Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076786379","display_name":"Kouros Nouri\u2010Mahdavi","orcid":"https://orcid.org/0000-0001-9403-8904"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kouros Nouri-Mahdavi","raw_affiliation_strings":["Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA"],"affiliations":[{"raw_affiliation_string":"Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles (UCLA), CA, 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042438173","display_name":"Fabien Scalzo","orcid":"https://orcid.org/0000-0001-9755-8104"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I100191712","display_name":"Pepperdine University","ror":"https://ror.org/0529ybh43","country_code":"US","type":"education","lineage":["https://openalex.org/I100191712"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fabien Scalzo","raw_affiliation_strings":["Department of Computer Science, University of California, Los Angeles (UCLA), CA, 90095, USA","Seaver College, Pepperdine University, Malibu, CA, 90265, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Los Angeles (UCLA), CA, 90095, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Seaver College, Pepperdine University, Malibu, CA, 90265, USA","institution_ids":["https://openalex.org/I100191712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5042438173"],"corresponding_institution_ids":["https://openalex.org/I100191712","https://openalex.org/I161318765"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.696,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73636976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9995999932289124,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9908999800682068,"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/computer-science","display_name":"Computer science","score":0.8215591907501221},{"id":"https://openalex.org/keywords/glaucoma","display_name":"Glaucoma","score":0.6428689956665039},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6011806726455688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5881792306900024},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5794243216514587},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5676707625389099},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5656624436378479},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5591421723365784},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4814945459365845},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.46317487955093384},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4493081569671631},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44412821531295776},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.4370183050632477},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4332214593887329},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4152528643608093},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10771799087524414},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.1045738160610199}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8215591907501221},{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.6428689956665039},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6011806726455688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5881792306900024},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5794243216514587},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5676707625389099},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5656624436378479},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5591421723365784},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4814945459365845},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.46317487955093384},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4493081569671631},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44412821531295776},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.4370183050632477},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4332214593887329},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4152528643608093},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10771799087524414},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.1045738160610199},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-44013-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44013-7_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1614862348","https://openalex.org/W1901129140","https://openalex.org/W2008056655","https://openalex.org/W2015570745","https://openalex.org/W2057266151","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2529153069","https://openalex.org/W2761181345","https://openalex.org/W2893356526","https://openalex.org/W2911964244","https://openalex.org/W2942760134","https://openalex.org/W2969880113","https://openalex.org/W2977922008","https://openalex.org/W2979448322","https://openalex.org/W3021503072","https://openalex.org/W3091905774","https://openalex.org/W3107911022","https://openalex.org/W3114864202","https://openalex.org/W3126825533","https://openalex.org/W3204011482","https://openalex.org/W3206239108","https://openalex.org/W4289844305","https://openalex.org/W6607259140"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935","https://openalex.org/W649759291"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}