Isfahan University of Medical Sciences

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Faculty Members have conducted research related to the A Hybrid Graph-Based Approach for Right Ventricle Segmentation in Cardiac Mri by Long Axis Information Transition
Raheleh Kafieh
Raheleh Kafieh

Assistant Professor of Biomedical Engineering

Department of Bioelectrics and Biomedical Engineering, School of Advanced Medical Technology

Isfahan University of Medical Sciences

All Documents
1. Association of Peripapillary Retinal Nerve Fiber Layer Atrophy With Cognitive Impairment in Patients With Neuromyelitis Optica Spectrum Disorder, Neurological Sciences (2025)
2. Circwavedl: Modeling of Optical Coherence Tomography Images Based on a New Supervised Tensor-Based Dictionary Learning for Classification of Macular Abnormalities, Artificial Intelligence in Medicine (2025)
3. Insights From the Eyes: A Systematic Review and Meta-Analysis of the Intersection Between Eye-Tracking and Artificial Intelligence in Dementia, Aging and Mental Health (2025)
4. Deep Learning and Classic Machine Learning Models in the Automatic Diagnosis of Multiple Sclerosis Using Retinal Vessels, Multimedia Tools and Applications (2024)
5. Deep Learning for Discrimination of Active and Inactive Lesions in Multiple Sclerosis Using Non-Contrast Flair Mri: A Multicenter Study, Multiple Sclerosis and Related Disorders (2024)
6. Diagnosis of Multiple Sclerosis by Detecting Asymmetry Within the Retina Using a Similarity-Based Neural Network, IEEE Access (2024)
7. Discrimination of Multiple Sclerosis Using Scanning Laser Ophthalmoscopy Images With Autoencoder-Based Feature Extraction, Multiple Sclerosis and Related Disorders (2024)
8. Retinal Changes in Double-Antibody Seronegative Neuromyelitis Optica Spectrum Disorders, Neurology: Neuroimmunology and NeuroInflammation (2024)
9. Slo-Net: Enhancing Multiple Sclerosis Diagnosis Beyond Optical Coherence Tomography Using Infrared Reflectance Scanning Laser Ophthalmoscopy Images, Translational Vision Science and Technology (2024)
10. A New Convolutional Neural Network Based on Combination of Circlets and Wavelets for Macular Oct Classification, Scientific Reports (2023)
11. Application of Imagej in Optical Coherence Tomography Angiography (Oct-A): A Literature Review, Journal of Ophthalmology (2023)
12. Automatic Choroid Vascularity Index Calculation in Optical Coherence Tomography Images With Low-Contrast Sclerochoroidal Junction Using Deep Learning, Photonics (2023)
13. Automatic Choroid Vascularity Index Calculation in Optical Coherence Tomography Images With Low-Contrast Sclerochoroidal Junction Using Deep Learning, Photonics (2023)
14. Biased Deep Learning Methods in Detection of Covid-19 Using Ct Images: A Challenge Mounted by Subject-Wise-Split Isfct Dataset, Journal of Imaging (2023)
15. Cnv-Net: Segmentation, Classification and Activity Score Measurement of Choroidal Neovascularization (Cnv) Using Optical Coherence Tomography Angiography (Octa), Diagnostics (2023)
16. Cnv-Net: Segmentation, Classification and Activity Score Measurement of Choroidal Neovascularization (Cnv) Using Optical Coherence Tomography Angiography (Octa), Diagnostics (2023)
17. Deep Learning Approach for Motor Imagery Eeg Signal Classification, Tehran University Medical Journal (2023)
18. Diagnostic Value of Intereye Difference Metrics for Optic Neuritis in Aquaporin-4 Antibody Seropositive Neuromyelitis Optica Spectrum Disorders, Journal of Neurology, Neurosurgery and Psychiatry (2023)
19. Differentiating Glaucomatous Optic Neuropathy From Non-Glaucomatous Optic Neuropathies Using Deep Learning Algorithms, American Journal of Ophthalmology (2023)
20. Discrimination of Multiple Sclerosis Using Oct Images From Two Different Centers, Multiple Sclerosis and Related Disorders (2023)
21. Dual-Tree Complex Wavelet Input Transform for Cyst Segmentation in Oct Images Based on a Deep Learning Framework, Photonics (2023)
22. Introduction to Optical Coherence Tomography, Atlas of Ocular Optical Coherence Tomograph, Second Edition (2023)
23. Loss-Modified Transformer-Based U-Net for Accurate Segmentation of Fluids in Optical Coherence Tomography Images of Retinal Diseases, Journal of Medical Signals and Sensors (2023)
24. Optimal Deep Learning Architecture for Automated Segmentation of Cysts in Oct Images Using X-Let Transforms, Diagnostics (2023)
25. Parapapillary Choroidal Microvascular Density in Acute Primary Angle-Closure and Primary Open-Angle Glaucoma: An Optical Coherence Tomography Angiography Study, British Journal of Ophthalmology (2023)
26. Parapapillary Choroidal Microvascular Density in Acute Primary Angle-Closure and Primary Open-Angle Glaucoma: An Optical Coherence Tomography Angiography Study, British Journal of Ophthalmology (2023)
27. A Device-Independent, Shape Preserving Retinal Optical Coherence Tomography Image Alignment Method Applying Tv-Unet for Rpe Layer Detection, IEEE Transactions on Instrumentation and Measurement (2022)
28. A Device-Independent, Shape Preserving Retinal Optical Coherence Tomography Image Alignment Method Applying Tv-Unet for Rpe Layer Detection, IEEE Transactions on Instrumentation and Measurement (2022)
29. A Dual-Discriminator Fourier Acquisitive Gan for Generating Retinal Optical Coherence Tomography Images, IEEE Transactions on Instrumentation and Measurement (2022)
30. An Interpretable Convolutional Neural Network for P300 Detection: Analysis of Time Frequency Features for Limited Data, IEEE Sensors Journal (2022)
31. An Optimized Deep Learning Approach Based on Autoencoder Network for P300 Detection in Brain Computer Interface Systems, Medical Journal of Tabriz University of Medical Sciences (2022)
32. Astrocytic Outer Retinal Layer Thinning Is Not a Feature in Aqp4-Igg Seropositive Neuromyelitis Optica Spectrum Disorders, Journal of Neurology, Neurosurgery and Psychiatry (2022)
33. Differentiation Between Pancreatic Ductal Adenocarcinoma and Normal Pancreatic Tissue for Treatment Response Assessment Using Multi-Scale Texture Analysis of Ct Images, Journal of Biomedical Physics and Engineering (2022)
34. Differentiation Between Pancreatic Ductal Adenocarcinoma and Normal Pancreatic Tissue for Treatment Response Assessment Using Multi-Scale Texture Analysis of Ct Images, Journal of Biomedical Physics and Engineering (2022)
35. Dynamic Brain Connectivity in Resting-State Fmri Using Spectral Ica and Graph Approach: Application to Healthy Controls and Multiple Sclerosis, Diagnostics (2022)
36. Glioma Segmentation With Dwi Weighted Images, Conventional Anatomical Images, and Post-Contrast Enhancement Magnetic Resonance Imaging Images by U-Net, Physical and Engineering Sciences in Medicine (2022)
37. Measurement of Retinal Nerve Fiber Layer Thickness With a Deep Learning Algorithm in Ischemic Optic Neuropathy and Optic Neuritis, Scientific Reports (2022)
38. Segmentation of Pancreatic Ductal Adenocarcinoma (Pdac) and Surrounding Vessels in Ct Images Using Deep Convolutional Neural Networks and Texture Descriptors, Scientific Reports (2022)
39. Segmentation of Pancreatic Ductal Adenocarcinoma (Pdac) and Surrounding Vessels in Ct Images Using Deep Convolutional Neural Networks and Texture Descriptors, Scientific Reports (2022)
40. Statistical Inference of Covid-19 Outbreak: Delay Distribution Effect in Eqir Modeling of Epidemic, Journal of Medical Signals and Sensors (2022)
41. Synthetic Oct Data Generation to Enhance the Performance of Diagnostic Models for Neurodegenerative Diseases, Translational Vision Science and Technology (2022)
42. Synthetic Oct Data in Challenging Conditions: Three-Dimensional Oct and Presence of Abnormalities, Medical and Biological Engineering and Computing (2022)
43. A Lightweight Mimic Convolutional Auto-Encoder for Denoising Retinal Optical Coherence Tomography Images, IEEE Transactions on Instrumentation and Measurement (2021)
44. Automated Evaluation of Parapapillary Choroidal Microvasculature in Pseudoexfoliation Syndrome and Pseudoexfoliation Glaucoma, American Journal of Ophthalmology (2021)
45. Automated Evaluation of Parapapillary Choroidal Microvasculature in Pseudoexfoliation Syndrome and Pseudoexfoliation Glaucoma, American Journal of Ophthalmology (2021)
46. Corrigendum to ' Optical Coherence Tomography in Neuromyelitis Optica Spectrum Disorder and Multiple Sclerosis: A Population-Based Study' [Multiple Sclerosis and Related Disorders Volume 47 (2021) 1-8/ 102625, Multiple sclerosis and related disorders (2021)
47. Covid Tv-Unet: Segmenting Covid-19 Chest Ct Images Using Connectivity Imposed Unet, Computer Methods and Programs in Biomedicine Update (2021)
48. Covid-19 in Iran: Forecasting Pandemic Using Deep Learning, Computational and Mathematical Methods in Medicine (2021)
49. Covid-19 in Iran: Forecasting Pandemic Using Deep Learning, Computational and Mathematical Methods in Medicine (2021)
50. Determination of Foveal Avascular Zone Parameters Using a New Location-Aware Deep-Learning Method, Proceedings of SPIE - The International Society for Optical Engineering (2021)
51. Evaluation of Asymmetry in Right and Left Eyes of Normal Individuals Using Extracted Features From Optical Coherence Tomography and Fundus Images, Journal of Medical Signals and Sensors (2021)
52. Evaluation of Asymmetry in Right and Left Eyes of Normal Individuals Using Extracted Features From Optical Coherence Tomography and Fundus Images, Journal of Medical Signals and Sensors (2021)
53. Livelayer: A Semi-Automatic Software Program for Segmentation of Layers and Diabetic Macular Edema in Optical Coherence Tomography Images, Scientific Reports (2021)
54. Livelayer: A Semi-Automatic Software Program for Segmentation of Layers and Diabetic Macular Edema in Optical Coherence Tomography Images, Scientific Reports (2021)
55. Optical Coherence Tomography in Neuromyelitis Optica Spectrum Disorder and Multiple Sclerosis: A Population-Based Study, Multiple Sclerosis and Related Disorders (2021)
56. Retinal Oct Texture Analysis for Differentiating Healthy Controls From Multiple Sclerosis (Ms) With/Without Optic Neuritis, BioMed Research International (2021)
57. Retinal Optical Coherence Tomography in Neuromyelitis Optica, Neurology: Neuroimmunology and NeuroInflammation (2021)
58. The Improvement of Extraction Retinal Pigment Epithelium (Rpe) Layer in Optical Coherence Tomography (Oct) Images by Using Piecewise Dynamic Programming Method in Patients With Persistent Epithelial Defect (Ped), Journal of Isfahan Medical School (2021)
59. A Matlab Package for Automatic Extraction of Flow Index in Oct-A Images by Intelligent Vessel Manipulation, SoftwareX (2020)
60. A Matlab Package for Automatic Extraction of Flow Index in Oct-A Images by Intelligent Vessel Manipulation, SoftwareX (2020)
61. An Exact and Fast Cbct Reconstruction Via Pseudo-Polar Fourier Transform-Based Discrete Grangeat's Formula, IEEE Transactions on Image Processing (2020)
62. An Exact and Fast Cbct Reconstruction Via Pseudo-Polar Fourier Transform-Based Discrete Grangeat's Formula, IEEE Transactions on Image Processing (2020)
63. Automated Evaluation of Parapapillary Choroidal Microvasculature in Ischemic Optic Neuropathy and Open Angle Glaucoma, Investigative Ophthalmology and Visual Science (2020)
64. Automated Evaluation of Parapapillary Choroidal Microvasculature in Ischemic Optic Neuropathy and Open Angle Glaucoma, Investigative Ophthalmology and Visual Science (2020)
65. Automatic Evaluation of Crown Preparation Using Image Processing Techniques: A Substitute to Faculty Scoring in Dental Education, Journal of Medical Signals and Sensors (2020)
66. Automatic Production of Synthetic Labelled Oct Images Using an Active Shape Model Hajar Danesh, IET Image Processing (2020)
67. Classification of Dry Age-Related Macular Degeneration and Diabetic Macular Oedema From Optical Coherence Tomography Images Using Dictionary Learning, IET Image Processing (2020)
68. Classification of Dry Age-Related Macular Degeneration and Diabetic Macular Oedema From Optical Coherence Tomography Images Using Dictionary Learning, IET Image Processing (2020)
69. Cohort Profile: A Collaborative Multicentre Study of Retinal Optical Coherence Tomography in 539 Patients With Neuromyelitis Optica Spectrum Disorders (Croctino), BMJ Open (2020)
70. Cohort Profile: A Collaborative Multicentre Study of Retinal Optical Coherence Tomography in 539 Patients With Neuromyelitis Optica Spectrum Disorders (Croctino), BMJ Open (2020)
71. Deep-Covid: Predicting Covid-19 From Chest X-Ray Images Using Deep Transfer Learning, Medical Image Analysis (2020)
72. Diabetic Retinopathy Detection in Ocular Imaging by Dictionary Learning, Diabetes and Fundus OCT (2020)
73. Forming Optimal Projection Images From Intra-Retinal Layers Using Curvelet-Based Image Fusion Method, Journal of Medical Signals and Sensors (2020)
74. Isfahan and Covid-19: Deep Spatiotemporal Representation, Chaos# Solitons and Fractals (2020)
75. Isfahan and Covid-19: Deep Spatiotemporal Representation, Chaos, Solitons and Fractals (2020)
76. Nf-Rcnn: Heart Localization and Right Ventricle Wall Motion Abnormality Detection in Cardiac Mri, Physica Medica (2020)
77. Nf-Rcnn: Heart Localization and Right Ventricle Wall Motion Abnormality Detection in Cardiac Mri, Physica Medica (2020)
78. Automatic Multifaceted Matlab Package for Analysis of Ocular Images (Ampao), SoftwareX (2019)
79. Automatic Multifaceted Matlab Package for Analysis of Ocular Images (Ampao), SoftwareX (2019)
80. Bandlets on Oriented Graphs: Application to Medical Image Enhancement, IEEE Access (2019)
81. Local Comparison of Cup to Disc Ratio in Right and Left Eyes Based on Fusion of Color Fundus Images and Oct B-Scans, Information Fusion (2019)
82. Local Comparison of Cup to Disc Ratio in Right and Left Eyes Based on Fusion of Color Fundus Images and Oct B-Scans, Information Fusion (2019)
83. Oct Image Denoising Based on Asymmetric Normal Laplace Mixture Model, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society# EMBS (2019)
84. Oct Image Denoising Based on Asymmetric Normal Laplace Mixture Model, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (2019)
85. A Hybrid Graph-Based Approach for Right Ventricle Segmentation in Cardiac Mri by Long Axis Information Transition, Physica Medica (2018)
86. A Hybrid Graph-Based Approach for Right Ventricle Segmentation in Cardiac Mri by Long Axis Information Transition, Physica Medica (2018)
87. A Comprehensive Study of Retinal Vessel Classification Methods in Fundus Images, Journal of Medical Signals and Sensors (2017)
88. A Comprehensive Study of Retinal Vessel Classification Methods in Fundus Images, Journal of Medical Signals and Sensors (2017)
89. Exact Localization of Breakpoints of Retinal Pigment Epithelium in Optical Coherence Tomography of Optic Nerve Head, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society# EMBS (2017)
90. Exact Localization of Breakpoints of Retinal Pigment Epithelium in Optical Coherence Tomography of Optic Nerve Head, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (2017)
91. Isfahan Misp Dataset, Journal of Medical Signals and Sensors (2017)
92. Isfahan Misp Dataset, Journal of Medical Signals and Sensors (2017)
93. Statistical Modeling of Optical Coherence Tomography Images by Asymmetric Normal Laplace Mixture Model, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society# EMBS (2017)
94. Statistical Modeling of Optical Coherence Tomography Images by Asymmetric Normal Laplace Mixture Model, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (2017)
95. Automatic Detection of the Optic Disc of the Retina: A Fast Method, Journal of Medical Signals and Sensors (2016)
96. Interdisciplinary Researches in Iran Iv: The Road Map of Ocular Image Analysis Research Group, Journal of Medical Signals and Sensors (2016)
97. Interdisciplinary Researches in Iran Iv: The Road Map of Ocular Image Analysis Research Group, Journal of Medical Signals and Sensors (2016)
98. Obtaining Thickness Maps of Corneal Layers Using the Optimal Algorithm for Intracorneal Layer Segmentation, International Journal of Biomedical Imaging (2016)
99. Obtaining Thickness Maps of Corneal Layers Using the Optimal Algorithm for Intracorneal Layer Segmentation, International Journal of Biomedical Imaging (2016)
100. Asymmetry Evaluation of Fundus Images in Right and Left Eyes Using Radon Transform and Fractal Analysis, Proceedings - International Conference on Image Processing, ICIP (2015)
101. Thickness Mapping of Eleven Retinal Layers Segmented Using the Diffusion Maps Method in Normal Eyes, Journal of Ophthalmology (2015)
102. Three Dimensional Data-Driven Multi Scale Atomic Representation of Optical Coherence Tomography, IEEE Transactions on Medical Imaging (2015)
103. An Automatic Algorithm for Segmentation of the Boundaries of Corneal Layers in Optical Coherence Tomography Images Using Gaussian Mixture Model, Journal of Medical Signals and Sensors (2014)
104. Combination of Graph Theoretic Grouping and Time-Frequency Analysis for Image Segmentation, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2014)
105. Comparison of Macular Octs in Right and Left Eyes of Normal People, Progress in Biomedical Optics and Imaging - Proceedings of SPIE (2014)
106. Segmentation of Choroidal Boundary in Enhanced Depth Imaging Octs Using a Multiresolution Texture Based Modeling in Graph Cuts, Computational and Mathematical Methods in Medicine (2014)
107. A Comprehensive Comparison of Different Clustering Methods for Reliability Analysis of Microarray Data, Journal of Medical Signals and Sensors (2013)
108. A Review of Algorithms for Segmentation of Optical Coherence Tomography From Retina, Journal of Medical Signals and Sensors (2013)
109. An Accurate Multimodal 3-D Vessel Segmentation Method Based on Brightness Variations on Oct Layers and Curvelet Domain Fundus Image Analysis, IEEE Transactions on Biomedical Engineering (2013)
110. Automated Choroidal Segmentation in Enhanced Depth Imaging Optical Coherence Tomography Images, Journal of Isfahan Medical School (2013)
111. Breast Cancer Detection From Thermal Images Using Bispectral Invariant Features, International Journal of Thermal Sciences (2013)
112. Curvature Correction of Retinal Octs Using Graph-Based Geometry Detection, Physics in Medicine and Biology (2013)
113. Evaluation of Asymmetricity of Retinal Nerve Fiber Layer and Total Retina in Right and Left Eyes of Normal Subjects Using Extracted Features From Optical Coherence Tomography, Journal of Isfahan Medical School (2013)
114. Intra-Retinal Layer Segmentation of 3D Optical Coherence Tomography Using Coarse Grained Diffusion Map, Medical Image Analysis (2013)
115. Intra-Retinal Layer Segmentation of Optical Coherence Tomography Using Diffusion Map, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2013)
116. Optical Coherence Tomography Noise Reduction Over Learned Dictionaries With Introduction of Complex Wavelet for Start Dictionary, Proceedings of SPIE - The International Society for Optical Engineering (2013)
117. Vessel Segmentation in Images of Optical Coherence Tomography Using Shadow Information and Thickening of Retinal Nerve Fiber Layer, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2013)
118. Circular Symmetric Laplacian Mixture Model in Wavelet Diffusion for Dental Image Denoising, Journal of Medical Signals and Sensors (2012)
119. Forming Projection Images From Each Layer of Retina Using Diffusion May Based Oct Segmentation, 2012 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA 2012 (2012)
120. Removing Distortion of Periapical Radiographs in Dental Digital Radiography Using Embedded Markers in an External Frame, Journal of Medical Signals and Sensors (2012)
121. An Automatic Solution for Unwanted Black Area Elimination in Photocopy Machines, 2011 7th Iranian Conference on Machine Vision and Image Processing, MVIP 2011 - Proceedings (2011)
122. Automatic Detection of Defects on Polyethylene Pipe Welding Using Thermal Infrared Imaging, Infrared Physics and Technology (2011)
123. Wavelet-Based Medical Infrared Image Noise Reduction Using Local Model for Signal and Noise, IEEE Workshop on Statistical Signal Processing Proceedings (2011)
124. Detection of Ventricular Arrhythmias Using Roots Location in Ar-Modelling, 2007 6th International Conference on Information, Communications and Signal Processing, ICICS (2007)