E-Books durchsuchen

Ophthalmic Medical Image Analysis [2020]

1
Bio-inspired Attentive Segmentation of Retinal OCT Imaging
2
DR Detection Using Optical Coherence Tomography Angiography (OCTA): A Transfer Learning Approach with Robustness Analysis
3
What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification?
4
DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images
5
Encoder-Decoder Networks for Retinal Vessel Segmentation Using Large Multi-scale Patches
6
Retinal Image Quality Assessment via Specific Structures Segmentation
7
Cascaded Attention Guided Network for Retinal Vessel Segmentation
8
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography
9
Automated Detection of Diabetic Retinopathy from Smartphone Fundus Videos
10
Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder
11
Multi-level Light U-Net and Atrous Spatial Pyramid Pooling for Optic Disc Segmentation on Fundus Image
12
An Interactive Approach to Region of Interest Selection in Cytologic Analysis of Uveal Melanoma Based on Unsupervised Clustering
13
Retinal OCT Denoising with Pseudo-Multimodal Fusion Network
14
Deep-Learning-Based Estimation of 3D Optic-Nerve-Head Shape from 2D Color Fundus Photographs in Cases of Optic Disc Swelling
15
Weakly Supervised Retinal Detachment Segmentation Using Deep Feature Propagation Learning in SD-OCT Images
16
A Framework for the Discovery of Retinal Biomarkers in Optical Coherence Tomography Angiography (OCTA)
17
An Automated Aggressive Posterior Retinopathy of Prematurity Diagnosis System by Squeeze and Excitation Hierarchical Bilinear Pooling Network
18
Weakly-Supervised Lesion-Aware and Consistency Regularization for Retinitis Pigmentosa Detection from Ultra-Widefield Images
19
A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement
20
Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning
21
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification
Feedback