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Predicting Progression to Advanced Age-Related Macular Degeneration from Clinical, Genetic, and Lifestyle Factors Using Machine Learning

Soufiane Ajana 1 Audrey Cougnard-Grégoire 1 Johanna Colijn 2 Bénédicte M.J. Merle 1 Timo Verzijden 2 Paulus T.V. M. de Jong 3 Albert Hofman 2 Johannes Vingerling 2 Boris Hejblum 4, 1, 5 Jean-François Korobelnik 1 Magda Meester-Smoor 2 Hélène Jacqmin-Gadda 1 Caroline C.W. Klaver 2 Cecile Delcourt 6 Erkin Acar 7 Blanca Arango-Gonzalez 8 Angela Armento 8 Franz Badura 9 Vaibhav Bhatia 10 Shomi Bhattacharya 11 Marc Biarnés 12 Anna Borrell 12 Sofia Calado 13 Sascha Dammeier 8 Anita de Breuk 14 Berta de la Cerda 15 Anneke den Hollander 14 Francisco Diaz-Corrales 15 Sigrid Diether 8 Eszter Emri 16 Tanja Endermann 17 Lucia Ferraro 12 Míriam Garcia 12 Thomas Heesterbeek 3 Sabina Honisch 8 Carel Hoyng 14 Ellen Kilger 8 Elod Kortvely 18 Claire Lastrucci 19 Hanno Langen 20 Imre Lengyel 16 Phil Luthert 11 Jordi Monés 12 Everson Nogoceke 21 Tunde Peto 16 Frances Pool 11 Eduardo Rodriguez-Bocanegra 8 Luis Serrano 19 Jose Sousa 16 Eric Thee 2 Marius Ueffing 8 Karl Ulrich Bartz-Schmidt 8 Markus Zumbansen 22
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https://hal.inria.fr/hal-03100320
Contributor : Boris Hejblum <>
Submitted on : Thursday, January 7, 2021 - 7:09:31 PM
Last modification on : Monday, January 11, 2021 - 1:45:33 PM

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Soufiane Ajana, Audrey Cougnard-Grégoire, Johanna Colijn, Bénédicte M.J. Merle, Timo Verzijden, et al.. Predicting Progression to Advanced Age-Related Macular Degeneration from Clinical, Genetic, and Lifestyle Factors Using Machine Learning. Ophthalmology: Journal of The American Academy of Ophthalmology, Elsevier, In press, ⟨10.1016/j.ophtha.2020.08.031⟩. ⟨hal-03100320⟩

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