[TMI 2019] Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification
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Dec 24, 2023 - Python
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oct-classification
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[ICMLA'19] [Tensorflow] Classifying different Retinal Diseases using Deep Learning from Optical Coherence Tomography Images
deep-learning tensorflow keras convolutional-neural-networks keras-tensorflow tensorflow-gpu optical-coherence-tomography cnn-classification oct-classification oct-bscans optical-tomography-images retinal-diseases
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Dec 2, 2021 - Python
Retinal Disease Classification using Optical Coherence Topographical Scans
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Mar 25, 2023 - Jupyter Notebook
[ICIP'20] [Tensorflow] Improving robustness using Joint Supervised-Unsupervised Network for OCT images
deep-learning tensorflow keras convolutional-neural-networks cnn-keras keras-tensorflow robustness retinal-images tensorflow-gpu optical-coherence-tomography cnn-classification tensorflow2 oct-classification oct-bscans optical-tomography-images joint-attention-network
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Oct 12, 2020 - Python
Retinal Optical Coherence Tomography (OCT) is a non-invasive imaging technique used to capture high-resolution cross-sections of the retina. With over 30 million OCT scans performed annually, efficient analysis is critical for timely diagnosis.
image deep-learning numpy python3 pytorch medical-imaging image-classification matplotlib imbalanced-data medical-image-processing nvidia-cuda nifty nvidia-gpu medical-image-analysis cuda-library oct-classification pytorch-lightning mlp-mixer medical-diagnosis-ai nibil
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Mar 8, 2025 - Jupyter Notebook
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