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Augmenting Kalman Filter Machine Learning Models with Data from OCT to Predict Future Visual Field Loss: An Analysis Using Data from the African Descent and Glaucoma Evaluation Study and the Diagnostic Innovation in Glaucoma Study.

Autor: Zhalechian M; Department of Industrial and Operations Engineering, University of Michigan College of Engineering, Ann Arbor, Michigan., Van Oyen MP; Department of Industrial and Operations Engineering, University of Michigan College of Engineering, Ann Arbor, Michigan., Lavieri MS; Department of Industrial and Operations Engineering, University of Michigan College of Engineering, Ann Arbor, Michigan., De Moraes CG; Bernard and Shirlee Brown Glaucoma Research Laboratory, Edward S. Harkness Eye Institute, Columbia University Irving Medical Center, New York, New York., Girkin CA; Department of Ophthalmology, University of Alabama at Birmingham, Birmingham, Alabama., Fazio MA; Department of Ophthalmology, University of Alabama at Birmingham, Birmingham, Alabama., Weinreb RN; Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California, San Diego, La Jolla, California., Bowd C; Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California, San Diego, La Jolla, California., Liebmann JM; Bernard and Shirlee Brown Glaucoma Research Laboratory, Edward S. Harkness Eye Institute, Columbia University Irving Medical Center, New York, New York., Zangwill LM; Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California, San Diego, La Jolla, California., Andrews CA; Department of Ophthalmology and Visual Sciences, University of Michigan Medical School, Ann Arbor, Michigan.; Center for Eye Policy and Innovation, University of Michigan, Ann Arbor, Michigan., Stein JD; Department of Ophthalmology and Visual Sciences, University of Michigan Medical School, Ann Arbor, Michigan.; Center for Eye Policy and Innovation, University of Michigan, Ann Arbor, Michigan.; Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, Michigan.

Publikováno v: Ophthalmology science [Ophthalmol Sci] 2021 Dec 21; Vol. 2 (1), pp. 100097. Date of Electronic Publication: 2021 Dec 21 (Print Publication: 2022).

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Reliable multiple allocation hub location problem under disruptions.

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