Model .h5 files and .pb files for robustly detecting glaucoma from optical coherence tomography (OCT) images and for interpretability analysis via testing with concept activation vectors (TCAVs by Been Kim et al.). Further details described in paper "Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in OCT Images" in preparation/under review.

Dataset Files

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[1] Kaveri Thakoor, Sharath Koorathota, Donald Hood, Paul Sajda, "Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/qg30-1p45. Accessed: Jul. 18, 2024.
@data{qg30-1p45-20,
doi = {10.21227/qg30-1p45},
url = {http://dx.doi.org/10.21227/qg30-1p45},
author = {Kaveri Thakoor; Sharath Koorathota; Donald Hood; Paul Sajda },
publisher = {IEEE Dataport},
title = {Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images},
year = {2020} }
TY - DATA
T1 - Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images
AU - Kaveri Thakoor; Sharath Koorathota; Donald Hood; Paul Sajda
PY - 2020
PB - IEEE Dataport
UR - 10.21227/qg30-1p45
ER -
Kaveri Thakoor, Sharath Koorathota, Donald Hood, Paul Sajda. (2020). Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images. IEEE Dataport. http://dx.doi.org/10.21227/qg30-1p45
Kaveri Thakoor, Sharath Koorathota, Donald Hood, Paul Sajda, 2020. Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images. Available at: http://dx.doi.org/10.21227/qg30-1p45.
Kaveri Thakoor, Sharath Koorathota, Donald Hood, Paul Sajda. (2020). "Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images." Web.
1. Kaveri Thakoor, Sharath Koorathota, Donald Hood, Paul Sajda. Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/qg30-1p45
Kaveri Thakoor, Sharath Koorathota, Donald Hood, Paul Sajda. "Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images." doi: 10.21227/qg30-1p45