OpenCodePapers
retinal-oct-disease-classification-on-oct2017
Medical Image Analysis
Medical Image Classification
Retinal OCT Disease Classification
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Paper
Code
Acc
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Sensitivity
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ModelName
ReleaseDate
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UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection
✓ Link
100.0
UniNet
2025-02-28
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images
✓ Link
99.8
99.8
OpticNet-71
2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images
✓ Link
99.7
99.7
Xception
2019-10-13
Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels
✓ Link
99.69
WideResNet-50-2 (EMA-decay=0.999)
2020-10-23
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images
✓ Link
99.4
99.4
MobileNet-v2
2019-10-13
Deep Residual Learning for Image Recognition
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99.3
99.3
ResNet50-v1
2015-12-10
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images
✓ Link
99.3
99.3
ResNet50-v1
2019-10-13
MobileNetV2: Inverted Residuals and Linear Bottlenecks
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98.5
99.4
MobileNet-v2
2018-01-13
Rethinking the Inception Architecture for Computer Vision
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96.6
97.8
InceptionV3
2015-12-02
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images
✓ Link
96.6
97.8
InceptionV3
2019-10-13
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images
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95.6
Joint-Attention-Network MobileNet-v2
2020-05-16
Rethinking the Inception Architecture for Computer Vision
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93.4
96.6
InceptionV3 (limited)
2015-12-02
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images
✓ Link
93.4
96.6
InceptionV3 (limited)
2019-10-13
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images
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92.4
Joint-Attention-Network ResNet50-v1
2020-05-16
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images
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77.4
Joint-Attention-Network OpticNet-71
2020-05-16
Xception: Deep Learning with Depthwise Separable Convolutions
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99.7
Xception
2017-07-01
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