{"id":"https://openalex.org/W4416454801","doi":"https://doi.org/10.1007/978-3-032-10351-2_14","title":"abVAE: Attribute-Based Booster Variational Autoencoder for\u00a0Interpretable Latent Presentation in\u00a0Optical Coherence Tomography of\u00a0Glaucomatous Eyes","display_name":"abVAE: Attribute-Based Booster Variational Autoencoder for\u00a0Interpretable Latent Presentation in\u00a0Optical Coherence Tomography of\u00a0Glaucomatous Eyes","publication_year":2025,"publication_date":"2025-11-21","ids":{"openalex":"https://openalex.org/W4416454801","doi":"https://doi.org/10.1007/978-3-032-10351-2_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-10351-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-10351-2_14","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/A5034911251","display_name":"Pei\u2010Hsin Chiu","orcid":null},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pei-Hsin Chiu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Iowa, Iowa City, IA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028225197","display_name":"Brett A. Johnson","orcid":"https://orcid.org/0000-0002-9260-245X"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brett A. Johnson","raw_affiliation_strings":["Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051700598","display_name":"Edward F. Linton","orcid":"https://orcid.org/0000-0001-7058-9576"},"institutions":[{"id":"https://openalex.org/I4210132647","display_name":"Iowa City VA Health Care System","ror":"https://ror.org/04hgm3062","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210132647","https://openalex.org/I4210159720"]},{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward F. Linton","raw_affiliation_strings":["Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA","Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA"],"affiliations":[{"raw_affiliation_string":"Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA","institution_ids":["https://openalex.org/I4210132647"]},{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076049458","display_name":"Andrew Pouw","orcid":"https://orcid.org/0000-0001-8594-7612"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew E. Pouw","raw_affiliation_strings":["Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073770074","display_name":"Michael Wall","orcid":"https://orcid.org/0000-0002-9802-4806"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Wall","raw_affiliation_strings":["Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037867493","display_name":"Young H. Kwon","orcid":"https://orcid.org/0000-0002-1116-8250"},"institutions":[{"id":"https://openalex.org/I4210132647","display_name":"Iowa City VA Health Care System","ror":"https://ror.org/04hgm3062","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210132647","https://openalex.org/I4210159720"]},{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Young H. Kwon","raw_affiliation_strings":["Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA","Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA"],"affiliations":[{"raw_affiliation_string":"Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA","institution_ids":["https://openalex.org/I4210132647"]},{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026435996","display_name":"Randy H. Kardon","orcid":"https://orcid.org/0000-0002-3173-7123"},"institutions":[{"id":"https://openalex.org/I4210132647","display_name":"Iowa City VA Health Care System","ror":"https://ror.org/04hgm3062","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210132647","https://openalex.org/I4210159720"]},{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Randy H. Kardon","raw_affiliation_strings":["Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA","Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA"],"affiliations":[{"raw_affiliation_string":"Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA","institution_ids":["https://openalex.org/I4210132647"]},{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045926452","display_name":"Jui-Kai Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jui-Kai Wang","raw_affiliation_strings":["Department of Ophthalmology, University of Texas Southwestern Medical Center, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University of Texas Southwestern Medical Center, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032968409","display_name":"Mona K. Garvin","orcid":"https://orcid.org/0000-0003-3299-3150"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]},{"id":"https://openalex.org/I4210132647","display_name":"Iowa City VA Health Care System","ror":"https://ror.org/04hgm3062","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210132647","https://openalex.org/I4210159720"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mona K. Garvin","raw_affiliation_strings":["Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA","Department of Electrical and Computer Engineering, The University of Iowa, Iowa City, IA, USA","Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA"],"affiliations":[{"raw_affiliation_string":"Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA","institution_ids":["https://openalex.org/I4210132647"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5034911251"],"corresponding_institution_ids":["https://openalex.org/I126307644"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.76140684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.7468000054359436,"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":0.7468000054359436,"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/T10862","display_name":"AI in cancer detection","score":0.0689999982714653,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.0348999984562397,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.7026000022888184},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.4909000098705292},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47350001335144043},{"id":"https://openalex.org/keywords/glaucoma","display_name":"Glaucoma","score":0.4496000111103058},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.4027999937534332},{"id":"https://openalex.org/keywords/retinal-ganglion-cell","display_name":"Retinal ganglion cell","score":0.39100000262260437},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.36719998717308044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7523999810218811},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.7026000022888184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6445000171661377},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.4909000098705292},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47350001335144043},{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.4496000111103058},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42410001158714294},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.4027999937534332},{"id":"https://openalex.org/C2777624874","wikidata":"https://www.wikidata.org/wiki/Q927337","display_name":"Retinal ganglion cell","level":3,"score":0.39100000262260437},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.36719998717308044},{"id":"https://openalex.org/C2780837183","wikidata":"https://www.wikidata.org/wiki/Q186029","display_name":"Optic nerve","level":2,"score":0.34290000796318054},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.3197999894618988},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C81184566","wikidata":"https://www.wikidata.org/wiki/Q1191895","display_name":"Conjugate gradient method","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C2779735895","wikidata":"https://www.wikidata.org/wiki/Q16873995","display_name":"Optic disc","level":3,"score":0.2558000087738037},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.2524000108242035},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-10351-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-10351-2_14","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":13,"referenced_works":["https://openalex.org/W2032872662","https://openalex.org/W2160605010","https://openalex.org/W2761604622","https://openalex.org/W2948978827","https://openalex.org/W3034417203","https://openalex.org/W3048062783","https://openalex.org/W3200394841","https://openalex.org/W4280597276","https://openalex.org/W4310894651","https://openalex.org/W4360618714","https://openalex.org/W4390110905","https://openalex.org/W4396623679","https://openalex.org/W4407111318"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-28T14:37:26.942697","created_date":"2025-11-23T00:00:00"}
