Rahele Kafieh

Orcid: 0000-0003-0087-9476

According to our database1, Rahele Kafieh authored at least 36 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Deep learning and classic machine learning models in the automatic diagnosis of multiple sclerosis using retinal vessels.
Multim. Tools Appl., April, 2024

Diagnosis of Multiple Sclerosis by Detecting Asymmetry Within the Retina Using a Similarity-Based Neural Network.
IEEE Access, 2024

2023
GMDH-Kalman Filter prediction of high-cycle fatigue life of drilled industrial composites: A hybrid machine learning with limited data.
Expert Syst. Appl., April, 2023

Biased Deep Learning Methods in Detection of COVID-19 Using CT Images: A Challenge Mounted by Subject-Wise-Split ISFCT Dataset.
J. Imaging, 2023

2022
A Dual-Discriminator Fourier Acquisitive GAN for Generating Retinal Optical Coherence Tomography Images.
IEEE Trans. Instrum. Meas., 2022

A Device-Independent, Shape Preserving Retinal Optical Coherence Tomography Image Alignment Method Applying TV-Unet for RPE Layer Detection.
IEEE Trans. Instrum. Meas., 2022

Synthetic OCT data in challenging conditions: three-dimensional OCT and presence of abnormalities.
Medical Biol. Eng. Comput., 2022

Intraretinal Layer Segmentation Using Cascaded Compressed U-Nets.
J. Imaging, 2022

2021
A Lightweight Mimic Convolutional Auto-Encoder for Denoising Retinal Optical Coherence Tomography Images.
IEEE Trans. Instrum. Meas., 2021

COVID-19 in Iran: Forecasting Pandemic Using Deep Learning.
Comput. Math. Methods Medicine, 2021

2020
An Exact and Fast CBCT Reconstruction via Pseudo-Polar Fourier Transform-Based Discrete Grangeat's Formula.
IEEE Trans. Image Process., 2020

A MATLAB package for automatic extraction of flow index in OCT-A images by intelligent vessel manipulation.
SoftwareX, 2020

Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning.
Medical Image Anal., 2020

Classification of dry age-related macular degeneration and diabetic macular oedema from optical coherence tomography images using dictionary learning.
IET Image Process., 2020

Automatic production of synthetic labelled OCT images using an active shape model.
IET Image Process., 2020

COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network.
CoRR, 2020

COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net.
CoRR, 2020

2019
Automatic Multifaceted Matlab Package for Analysis of Ocular Images (AMPAO).
SoftwareX, 2019

Local comparison of cup to disc ratio in right and left eyes based on fusion of color fundus images and OCT B-scans.
Inf. Fusion, 2019

Classification of dry age-related macular degeneration and diabetic macular edema from optical coherence tomography images using dictionary learning.
CoRR, 2019

Bandlets on Oriented Graphs: Application to Medical Image Enhancement.
IEEE Access, 2019

OCT Image Denoising Based on Asymmetric Normal Laplace Mixture Model.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017
Exact localization of breakpoints of Retinal pigment epithelium in Optical Coherence Tomography of Optic Nerve Head.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Statistical modeling of Optical Coherence Tomography images by asymmetric Normal Laplace mixture model.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Obtaining Thickness Maps of Corneal Layers Using the Optimal Algorithm for Intracorneal Layer Segmentation.
Int. J. Biomed. Imaging, 2016

2015
Three Dimensional Data-Driven Multi Scale Atomic Representation of Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2015

Asymmetry evaluation of fundus images in right and left eyes using radon transform and fractal analysis.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Segmentation of Choroidal Boundary in Enhanced Depth Imaging OCTs Using a Multiresolution Texture Based Modeling in Graph Cuts.
Comput. Math. Methods Medicine, 2014

Combination of graph theoretic grouping and time-frequency analysis for image segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
An Accurate Multimodal 3-D Vessel Segmentation Method Based on Brightness Variations on OCT Layers and Curvelet Domain Fundus Image Analysis.
IEEE Trans. Biomed. Eng., 2013

Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map.
Medical Image Anal., 2013

Thickness Mapping of Eleven Retinal Layers in Normal Eyes Using Spectral Domain Optical Coherence Tomography.
CoRR, 2013

Intra-retinal layer segmentation of optical coherence tomography using diffusion map.
Proceedings of the IEEE International Conference on Acoustics, 2013

Vessel segmentation in images of optical coherence tomography using shadow information and thickening of Retinal Nerve Fiber Layer.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Forming projection images from each layer of retina using diffusion may based OCT segmentation.
Proceedings of the 11th International Conference on Information Science, 2012

2008
Discrimination of Bony Structures in Cephalograms for Automatic Landmark Detection.
Proceedings of the Advances in Computer Science and Engineering, 2008


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