{"id":"https://openalex.org/W4312850044","doi":"https://doi.org/10.1007/978-3-031-17721-7_4","title":"Uncertainty-Aware Geographic Atrophy Progression Prediction from Fundus Autofluorescence","display_name":"Uncertainty-Aware Geographic Atrophy Progression Prediction from Fundus Autofluorescence","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312850044","doi":"https://doi.org/10.1007/978-3-031-17721-7_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-17721-7_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17721-7_4","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/A5102018184","display_name":"Qi Yang","orcid":"https://orcid.org/0000-0002-4483-2007"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Qi Yang","raw_affiliation_strings":["Data Science Imaging, Genentech, Inc, South San Francisco, CA, USA","Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Imaging, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028983146","display_name":"Neha Anegondi","orcid":"https://orcid.org/0000-0003-2154-945X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neha Anegondi","raw_affiliation_strings":["Clinical Imaging Group, Genentech, Inc, South San Francisco, CA, USA","Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Clinical Imaging Group, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006688727","display_name":"Verena Steffen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Verena Steffen","raw_affiliation_strings":["Biostatistics, Genentech, Inc, South San Francisco, CA, USA","Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Biostatistics, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060843606","display_name":"Simon S. Gao","orcid":"https://orcid.org/0000-0002-7020-037X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simon S. Gao","raw_affiliation_strings":["Clinical Imaging Group, Genentech, Inc, South San Francisco, CA, USA","Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Clinical Imaging Group, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019761198","display_name":"Julia Cluceru","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julia Cluceru","raw_affiliation_strings":["Clinical Imaging Group, Genentech, Inc, South San Francisco, CA, USA","Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Clinical Imaging Group, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040033719","display_name":"Christina Rabe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christina Rabe","raw_affiliation_strings":["Biostatistics, Genentech, Inc, South San Francisco, CA, USA","Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Biostatistics, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040440410","display_name":"Jian S. Dai","orcid":"https://orcid.org/0000-0002-9729-1662"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Dai","raw_affiliation_strings":["Data Science Imaging, Genentech, Inc, South San Francisco, CA, USA","Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Imaging, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059541679","display_name":"Daniela Ferrara","orcid":"https://orcid.org/0000-0002-1380-7562"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniela Ferrara","raw_affiliation_strings":["Data Science Imaging, Genentech, Inc, South San Francisco, CA, USA","Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Imaging, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Roche Personalized Healthcare, Genentech, Inc, South San Francisco, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5102018184"],"corresponding_institution_ids":[],"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":0.56910569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10170","display_name":"Retinal Diseases and Treatments","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10170","display_name":"Retinal Diseases and Treatments","score":0.9993000030517578,"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":0.9987999796867371,"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":0.9843000173568726,"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/computer-science","display_name":"Computer science","score":0.7522063851356506},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.612152099609375},{"id":"https://openalex.org/keywords/geographic-atrophy","display_name":"Geographic atrophy","score":0.6062596440315247},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5880662202835083},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5664930939674377},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5017375946044922},{"id":"https://openalex.org/keywords/macular-degeneration","display_name":"Macular degeneration","score":0.4703909158706665},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.4621565639972687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39204108715057373},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33134791254997253},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21262243390083313},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18180972337722778},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.14353281259536743},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07744771242141724}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7522063851356506},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.612152099609375},{"id":"https://openalex.org/C2991880128","wikidata":"https://www.wikidata.org/wiki/Q47200750","display_name":"Geographic atrophy","level":3,"score":0.6062596440315247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5880662202835083},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5664930939674377},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5017375946044922},{"id":"https://openalex.org/C2776403814","wikidata":"https://www.wikidata.org/wiki/Q27429789","display_name":"Macular degeneration","level":2,"score":0.4703909158706665},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.4621565639972687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39204108715057373},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33134791254997253},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21262243390083313},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18180972337722778},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.14353281259536743},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07744771242141724},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-17721-7_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17721-7_4","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1934543195","https://openalex.org/W1980901981","https://openalex.org/W1982874347","https://openalex.org/W2012372812","https://openalex.org/W2107577056","https://openalex.org/W2401288801","https://openalex.org/W2558511977","https://openalex.org/W2575549046","https://openalex.org/W2765808721","https://openalex.org/W2802822211","https://openalex.org/W2803988127","https://openalex.org/W2940442701","https://openalex.org/W2996058305","https://openalex.org/W3008309855","https://openalex.org/W3102100346","https://openalex.org/W3120327252","https://openalex.org/W3134369163","https://openalex.org/W3164731060","https://openalex.org/W3185865020"],"related_works":["https://openalex.org/W772310320","https://openalex.org/W4312200629","https://openalex.org/W4223943233","https://openalex.org/W4360585206","https://openalex.org/W1189136828","https://openalex.org/W4364306694","https://openalex.org/W2743664982","https://openalex.org/W4309045103","https://openalex.org/W4225161397","https://openalex.org/W4310880831"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}