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Kaihua Hou
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Year
Evidence based guidelines for the number of peripapillary OCT scans needed to detect glaucoma worsening
C Bradley, K Hou, P Herbert, M Unberath, M Boland, P Ramulu, ...
Ophthalmology, 2022
112022
Comparing the accuracy of peripapillary OCT scans and visual fields to detect glaucoma worsening
C Bradley, P Herbert, K Hou, M Unberath, P Ramulu, J Yohannan
Ophthalmology 130 (6), 631-639, 2023
102023
Predicting visual field worsening with longitudinal OCT data using a gated transformer network
K Hou, C Bradley, P Herbert, C Johnson, M Wall, PY Ramulu, M Unberath, ...
Ophthalmology 130 (8), 854-862, 2023
82023
Coarse race data conceals disparities in clinical risk score performance
R Movva, D Shanmugam, K Hou, P Pathak, J Guttag, N Garg, E Pierson
Machine Learning for Healthcare Conference, 443-472, 2023
62023
Forecasting risk of future rapid glaucoma worsening using early visual field, OCT, and clinical data
P Herbert, K Hou, C Bradley, G Hager, MV Boland, P Ramulu, M Unberath, ...
Ophthalmology Glaucoma 6 (5), 466-473, 2023
52023
Forecasting risk of future rapid glaucoma worsening using early visual field, optical coherence tomography and clinical data
P Herbert, K Hou, C Bradley, MV Boland, PY Ramulu, M Unberath, ...
Investigative Ophthalmology & Visual Science 63 (7), 2294-2294, 2022
22022
Deep learning-based identification of eyes at risk for glaucoma surgery
R Wang, C Bradley, P Herbert, K Hou, P Ramulu, K Breininger, ...
Scientific reports 14 (1), 599, 2024
12024
Predicting Visual Field Worsening with Longitudinal Optical Coherence Tomography Data Using a Gated Transformer Network
K Hou, C Bradley, P Herbert, CA Johnson, M Wall, PY Ramulu, ...
Investigative Ophthalmology & Visual Science 64 (8), 978-978, 2023
12023
A deep learning model incorporating spatial and temporal information successfully detects visual field worsening using a consensus based approach
J Sabharwal, K Hou, P Herbert, C Bradley, CA Johnson, M Wall, ...
Scientific reports 13 (1), 1041, 2023
12023
The Impact of Achieving Target Intraocular Pressure on Glaucomatous Retinal Nerve Fiber Layer Thinning in a Treated Clinical Population
AT Pham, C Bradley, K Hou, P Herbert, MV Boland, PY Ramulu, ...
American journal of ophthalmology 262, 213-221, 2024
2024
Opportunities for Improving Glaucoma Clinical Trials via Deep Learning-based Identification of Patients with Low Visual Field Variability
R Wang, C Bradley, P Herbert, K Hou, GD Hager, K Breininger, ...
Ophthalmology Glaucoma, 2024
2024
Assessment of linear regression of peripapillary optical coherence tomography retinal nerve fiber layer measurements to forecast glacuoma trajectory
C Bradley, K Hou, P Herbert, M Unberath, G Hager, MV Boland, P Ramulu, ...
PloS one 19 (1), e0296674, 2024
2024
Improving Glaucoma Trials Using Deep Learning to Forecast VF Variability
J Yohannan, R Wang, K Hou, P Herbert, G Hager, M Unberath, ...
Investigative Ophthalmology & Visual Science 64 (8), 343-343, 2023
2023
Using OCT to Guide Visual Field Progression
L Almidani, K Hou, C Bradley, PY Ramulu, J Yohannan
Investigative Ophthalmology & Visual Science 64 (8), 346-346, 2023
2023
Using Rasch analysis to develop an equal interval scale of visual field worsening
C Bradley, RW Massof, K Hou, P Herbert, J Yohannan
Investigative Ophthalmology & Visual Science 64 (8), 5512-5512, 2023
2023
The effect of achieving target intraocular pressure on optical coherence tomography worsening compared to visual field worsening
P Herbert, A Pham, K Hou, C Bradley, J Yohannan
Investigative Ophthalmology & Visual Science 64 (8), 350-350, 2023
2023
Replacing Mean Deviation Measured by Visual Field with Estimated Mean Deviation from Optical Coherence Tomography to Predict Glaucoma Progression
A Pham, C Bradley, K Hou, PY Ramulu, J Yohannan
Investigative Ophthalmology & Visual Science 64 (8), 353-353, 2023
2023
Identifying Eyes at Risk for Glaucoma Surgery with Deep Learning
R Wang, P Herbert, K Hou, C Bradley, M Unberath, J Yohannan
Investigative Ophthalmology & Visual Science 63 (7), 2015–A0456-2015–A0456, 2022
2022
Determining the Accuracy of Rates of RNFL Loss Measured by Peripapillary OCT
C Bradley, K Hou, P Herbert, M Unberath, J Yohannan
Investigative Ophthalmology & Visual Science 63 (7), 2030–A0471-2030–A0471, 2022
2022
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