{"id":"https://openalex.org/W4403054810","doi":"https://doi.org/10.1007/978-3-031-73158-7_5","title":"Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction","display_name":"Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction","publication_year":2024,"publication_date":"2024-10-02","ids":{"openalex":"https://openalex.org/W4403054810","doi":"https://doi.org/10.1007/978-3-031-73158-7_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73158-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73158-7_5","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":true,"oa_status":"green","oa_url":"https://discovery.ucl.ac.uk/10199286/1/PaperID7_MICCAI2024_UNSURE2024.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050505627","display_name":"Biraja Ghoshal","orcid":"https://orcid.org/0000-0001-5456-2197"},"institutions":[{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]}],"countries":["GB","MX"],"is_corresponding":true,"raw_author_name":"Biraja Ghoshal","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049231383","display_name":"William Woof","orcid":"https://orcid.org/0000-0001-7555-329X"},"institutions":[{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"William Woof","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022751285","display_name":"Bernardo Mendes","orcid":"https://orcid.org/0009-0002-0416-6852"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Bernardo Mendes","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010633972","display_name":"Saoud Al\u2010Khuzaei","orcid":"https://orcid.org/0000-0002-2779-3202"},"institutions":[{"id":"https://openalex.org/I4210147381","display_name":"Oxford University Hospitals NHS Trust","ror":"https://ror.org/03h2bh287","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210147381"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Saoud Al-Khuzaei","raw_affiliation_strings":["Oxford Eye Hospital, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Oxford Eye Hospital, Oxford, UK","institution_ids":["https://openalex.org/I4210147381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057960653","display_name":"Thales A. C. de Guimar\u00e3es","orcid":"https://orcid.org/0000-0002-7936-6851"},"institutions":[{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Thales Antonio Cabral De Guimaraes","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087735317","display_name":"Malena Daich Varela","orcid":"https://orcid.org/0000-0003-4960-4510"},"institutions":[{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Malena Daich Varela","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605129","display_name":"Yichen Liu","orcid":"https://orcid.org/0000-0002-1547-7640"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Yichen Liu","raw_affiliation_strings":["University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077781256","display_name":"Sagnik Sen","orcid":"https://orcid.org/0000-0001-5835-5371"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Sagnik Sen","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021378628","display_name":"Siying Lin","orcid":"https://orcid.org/0000-0003-1122-8396"},"institutions":[{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Siying Lin","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014508898","display_name":"Mital Shah","orcid":"https://orcid.org/0000-0001-7496-6121"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Mital Shah","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052415998","display_name":"Yu Fujinami\u2010Yokokawa","orcid":"https://orcid.org/0000-0001-7555-5797"},"institutions":[{"id":"https://openalex.org/I4210094747","display_name":"Tokyo Medical Center","ror":"https://ror.org/005xkwy83","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210094747","https://openalex.org/I4210137409"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yu Fujinami-Yokokawa","raw_affiliation_strings":["Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Meguro, Japan"],"affiliations":[{"raw_affiliation_string":"Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Meguro, Japan","institution_ids":["https://openalex.org/I4210094747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090291315","display_name":"Andrew R. Webster","orcid":"https://orcid.org/0000-0001-6915-9560"},"institutions":[{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Andrew R. Webster","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066948418","display_name":"Omar A. Mahroo","orcid":"https://orcid.org/0000-0003-1254-0832"},"institutions":[{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Omar A. Mahroo","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015985989","display_name":"Kaoru Fujinami","orcid":"https://orcid.org/0000-0003-4248-0033"},"institutions":[{"id":"https://openalex.org/I4210094747","display_name":"Tokyo Medical Center","ror":"https://ror.org/005xkwy83","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210094747","https://openalex.org/I4210137409"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kaoru Fujinami","raw_affiliation_strings":["Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Meguro, Japan"],"affiliations":[{"raw_affiliation_string":"Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Meguro, Japan","institution_ids":["https://openalex.org/I4210094747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016922490","display_name":"Frank G. Holz","orcid":"https://orcid.org/0000-0001-8019-9272"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank Holz","raw_affiliation_strings":["Department of Ophthalmology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms Universit\u00e4t Bonn, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms Universit\u00e4t Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451","https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113753172","display_name":"Philipp Herrmann","orcid":null},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Herrmann","raw_affiliation_strings":["Department of Ophthalmology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms Universit\u00e4t Bonn, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University Hospital Bonn, Rheinische-Friedrich-Wilhelms Universit\u00e4t Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451","https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040130510","display_name":"Juliana Maria Ferraz Sallum","orcid":"https://orcid.org/0000-0002-7206-4447"},"institutions":[{"id":"https://openalex.org/I88273585","display_name":"Universidade Federal de S\u00e3o Paulo","ror":"https://ror.org/02k5swt12","country_code":"BR","type":"education","lineage":["https://openalex.org/I88273585"]},{"id":"https://openalex.org/I4210150618","display_name":"Associa\u00e7\u00e3o Paulista de Medicina","ror":"https://ror.org/03tma2759","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I4210150618"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Juliana Sallum","raw_affiliation_strings":["Department of Ophthalmology and Visual Sciences, Escola Paulista de Medicina, Federal University of Sao Paulo, S\u00e3o Paulo, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology and Visual Sciences, Escola Paulista de Medicina, Federal University of Sao Paulo, S\u00e3o Paulo, SP, Brazil","institution_ids":["https://openalex.org/I88273585","https://openalex.org/I4210150618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015881286","display_name":"Konstantinos Balaskas","orcid":"https://orcid.org/0000-0003-2034-8920"},"institutions":[{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Konstantinos Balaskas","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081957210","display_name":"Savita Madhusudhan","orcid":null},"institutions":[{"id":"https://openalex.org/I2799272705","display_name":"Aintree University Hospitals NHS Foundation Trust","ror":"https://ror.org/02h67vt10","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799272705"]},{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Savita Madhusudhan","raw_affiliation_strings":["St Paul\u2019s Eye Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK"],"affiliations":[{"raw_affiliation_string":"St Paul\u2019s Eye Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK","institution_ids":["https://openalex.org/I2799272705","https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082031977","display_name":"Susan M. Downes","orcid":"https://orcid.org/0000-0001-7373-2665"},"institutions":[{"id":"https://openalex.org/I4210147381","display_name":"Oxford University Hospitals NHS Trust","ror":"https://ror.org/03h2bh287","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210147381"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Susan M Downes","raw_affiliation_strings":["Oxford Eye Hospital, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Oxford Eye Hospital, Oxford, UK","institution_ids":["https://openalex.org/I4210147381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077508604","display_name":"Michel Michaelides","orcid":"https://orcid.org/0000-0002-1552-7046"},"institutions":[{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Michel Michaelides","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083903120","display_name":"Nikolas Pontikos","orcid":"https://orcid.org/0000-0003-1782-4711"},"institutions":[{"id":"https://openalex.org/I4210131026","display_name":"Institute of Ophthalmology","ror":"https://ror.org/036awca68","country_code":"MX","type":"nonprofit","lineage":["https://openalex.org/I4210131026"]},{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Nikolas Pontikos","raw_affiliation_strings":["Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, NHS Foundation Trust, 162 City Road, London, EC1V 2PD, UK","institution_ids":["https://openalex.org/I1325675289"]},{"raw_affiliation_string":"University College London Institute of Ophthalmology, 11 - 43 Bath Street, London, EC1V 9EL, UK","institution_ids":["https://openalex.org/I4210131026","https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":22,"corresponding_author_ids":["https://openalex.org/A5050505627"],"corresponding_institution_ids":["https://openalex.org/I1325675289","https://openalex.org/I4210131026","https://openalex.org/I45129253"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.4689,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.83694211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9988999962806702,"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":0.9988999962806702,"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9672999978065491,"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/T11642","display_name":"Genomics and Rare Diseases","score":0.9412000179290771,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7740462422370911},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5101804733276367},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.5044227838516235},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4246843457221985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3775397837162018},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11641576886177063},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.10928434133529663}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7740462422370911},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5101804733276367},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.5044227838516235},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4246843457221985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3775397837162018},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11641576886177063},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.10928434133529663}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-73158-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73158-7_5","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"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10199286","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10199286/","pdf_url":"https://discovery.ucl.ac.uk/10199286/1/PaperID7_MICCAI2024_UNSURE2024.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: Sudre, Carole H and Mehta, Raghav and Ouyang, Cheng and Qin, Chen and Rakic, Marianne and III, William M Wells, (eds.) Uncertainty for Safe Utilization of Machine Learning in Medical Imaging. UNSURE 2024.  (pp. pp. 47-58).  Springer: Cham, Switzerland. (2024)","raw_type":"Proceedings paper"}],"best_oa_location":{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10199286","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10199286/","pdf_url":"https://discovery.ucl.ac.uk/10199286/1/PaperID7_MICCAI2024_UNSURE2024.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: Sudre, Carole H and Mehta, Raghav and Ouyang, Cheng and Qin, Chen and Rakic, Marianne and III, William M Wells, (eds.) Uncertainty for Safe Utilization of Machine Learning in Medical Imaging. UNSURE 2024.  (pp. pp. 47-58).  Springer: Cham, Switzerland. (2024)","raw_type":"Proceedings paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403054810.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1553101044","https://openalex.org/W2514278201","https://openalex.org/W2969169714","https://openalex.org/W3017060591","https://openalex.org/W3034839341","https://openalex.org/W3093568609","https://openalex.org/W3106004876","https://openalex.org/W3125890710","https://openalex.org/W3129027643","https://openalex.org/W3193593032","https://openalex.org/W4287225597","https://openalex.org/W4311191865","https://openalex.org/W4327985638","https://openalex.org/W6608287133","https://openalex.org/W6629544714"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W2961085424","https://openalex.org/W3215138031","https://openalex.org/W4306674287","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3046775127","https://openalex.org/W3082895349"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}