OCT – Computational Ophthalmology http://comp.ophthalmology.uw.edu/ big data. machine learning. data science. Wed, 01 Sep 2021 21:45:25 +0000 en-US hourly 1 https://wordpress.org/?v=5.6 Student becomes teacher: training faster deep learning lightweight networks for automated identification of optical coherence tomography B-scans of interest using a student-teacher framework https://comp.ophthalmology.uw.edu/2021/07/01/student-becomes-teacher-training-faster-deep-learning-lightweight-networks-for-automated-identification-of-optical-coherence-tomography-b-scans-of-interest-using-a-student-teacher-framework/ Thu, 01 Jul 2021 21:44:00 +0000 https://comp.ophthalmology.uw.edu/?p=1225 Continue reading "Student becomes teacher: training faster deep learning lightweight networks for automated identification of optical coherence tomography B-scans of interest using a student-teacher framework"

]]>
Methodological Challenges of Deep Learning in Optical Coherence Tomography for Retinal Diseases: A Review https://comp.ophthalmology.uw.edu/2020/02/16/methodological-challenges-of-deep-learning-in-optical-coherence-tomography-for-retinal-diseases-a-review/ Sun, 16 Feb 2020 00:25:00 +0000 http://faculty.washington.edu/leeay/wordpress/?p=561 Validation of automated artificial intelligence segmentation of optical coherence tomography images https://comp.ophthalmology.uw.edu/2019/08/16/validation-of-automated-artificial-intelligence-segmentation-of-optical-coherence-tomography-images/ Fri, 16 Aug 2019 18:16:00 +0000 http://faculty.washington.edu/leeay/wordpress/?p=150 Continue reading "Validation of automated artificial intelligence segmentation of optical coherence tomography images"

]]>
Generating retinal flow maps from structural optical coherence tomography with artificial intelligence https://comp.ophthalmology.uw.edu/2019/04/05/generating-retinal-flow-maps-from-structural-optical-coherence-tomography-with-artificial-intelligence/ Fri, 05 Apr 2019 21:59:00 +0000 http://faculty.washington.edu/leeay/wordpress/?p=178 Continue reading "Generating retinal flow maps from structural optical coherence tomography with artificial intelligence"

]]>
Use of Mechanical Turk as a MapReduce Framework for Macular OCT Segmentation https://comp.ophthalmology.uw.edu/2016/05/11/use-of-mechanical-turk-as-a-mapreduce-framework-for-macular-oct-segmentation/ Wed, 11 May 2016 00:54:57 +0000 http://faculty.washington.edu/leeay/wordpress/?p=727 Continue reading "Use of Mechanical Turk as a MapReduce Framework for Macular OCT Segmentation"

]]>