Works by Ranjbarzadeh, Ramin

Results: 21

Explainable attention based breast tumor segmentation using a combination of UNet, ResNet, DenseNet, and EfficientNet models.

Published in:

Scientific Reports, 2025, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-84504-y

By:

Anari, Shokofeh;
Sadeghi, Soroush;
Sheikhi, Ghazaal;
Ranjbarzadeh, Ramin;
Bendechache, Malika

Publication type:

Article

EfficientUNetViT: Efficient Breast Tumor Segmentation Utilizing UNet Architecture and Pretrained Vision Transformer.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 9, p. 945, doi. 10.3390/bioengineering11090945

By:

Anari, Shokofeh;
de Oliveira, Gabriel Gomes;
Ranjbarzadeh, Ramin;
Alves, Angela Maria;
Vaz, Gabriel Caumo;
Bendechache, Malika

Publication type:

Article

Point-of-Interest Preference Model Using an Attention Mechanism in a Convolutional Neural Network.

Published in:

Bioengineering (Basel), 2023, v. 10, n. 4, p. 495, doi. 10.3390/bioengineering10040495

By:

Kasgari, Abbas Bagherian;
Safavi, Sadaf;
Nouri, Mohammadjavad;
Hou, Jun;
Sarshar, Nazanin Tataei;
Ranjbarzadeh, Ramin

Publication type:

Article

Nerve optic segmentation in CT images using a deep learning model and a texture descriptor.

Published in:

Complex & Intelligent Systems, 2022, v. 8, n. 4, p. 3543, doi. 10.1007/s40747-022-00694-w

By:

Ranjbarzadeh, Ramin;
Dorosti, Shadi;
Jafarzadeh Ghoushchi, Saeid;
Safavi, Sadaf;
Razmjooy, Navid;
Tataei Sarshar, Nazanin;
Anari, Shokofeh;
Bendechache, Malika

Publication type:

Article

An Extended Approach to Predict Retinopathy in Diabetic Patients Using the Genetic Algorithm and Fuzzy C-Means.

Published in:

BioMed Research International, 2021, p. 1, doi. 10.1155/2021/5597222

By:

Ghoushchi, Saeid Jafarzadeh;
Ranjbarzadeh, Ramin;
Dadkhah, Amir Hussein;
Pourasad, Yaghoub;
Bendechache, Malika

Publication type:

Article

Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT Images.

Published in:

BioMed Research International, 2021, p. 1, doi. 10.1155/2021/5544742

By:

Ranjbarzadeh, Ramin;
Jafarzadeh Ghoushchi, Saeid;
Bendechache, Malika;
Amirabadi, Amir;
Ab Rahman, Mohd Nizam;
Baseri Saadi, Soroush;
Aghamohammadi, Amirhossein;
Kooshki Forooshani, Mersedeh

Publication type:

Article

Numerical and Experimental Study of Fluid Flow and Heat Transfer in Porous Media: A Review Article.

Published in:

2025

By:

Ranjbarzadeh, Ramin;
Sappa, Giuseppe

Publication type:

Literature Review

Improve the heat exchanger efficiency via examine the Graphene Oxide nanoparticles: a comprehensive study of the preparation and stability, predict the thermal conductivity and rheological properties, convection heat transfer and pressure drop.

Published in:

Journal of Thermal Analysis & Calorimetry, 2022, v. 147, n. 13, p. 7509, doi. 10.1007/s10973-021-11002-y

By:

Ranjbarzadeh, Ramin;
Akhgar, Alireza;
Taherialekouhi, Roozbeh;
D'Orazio, Annunziata;
Mohammad Sajadi, S.;
Ghaemi, Ferial;
Baleanu, Dumitru

Publication type:

Article

ME-CCNN: Multi-encoded images and a cascade convolutional neural network for breast tumor segmentation and recognition.

Published in:

Artificial Intelligence Review, 2023, v. 56, n. 9, p. 10099, doi. 10.1007/s10462-023-10426-2

By:

Ranjbarzadeh, Ramin;
Jafarzadeh Ghoushchi, Saeid;
Tataei Sarshar, Nazanin;
Tirkolaee, Erfan Babaee;
Ali, Sadia Samar;
Kumar, Teerath;
Bendechache, Malika

Publication type:

Article

Investigation of Effectiveness of Shuffled Frog-Leaping Optimizer in Training a Convolution Neural Network.

Published in:

Journal of Healthcare Engineering, 2022, p. 1, doi. 10.1155/2022/4703682

By:

Baseri Saadi, Soroush;
Tataei Sarshar, Nazanin;
Sadeghi, Soroush;
Ranjbarzadeh, Ramin;
Kooshki Forooshani, Mersedeh;
Bendechache, Malika

Publication type:

Article

A New Algorithm for Digital Image Encryption Based on Chaos Theory.

Published in:

Entropy, 2021, v. 23, n. 3, p. 341, doi. 10.3390/e23030341

By:

Pourasad, Yaghoub;
Ranjbarzadeh, Ramin;
Mardani, Abbas;
Sparavigna, Amelia Carolina

Publication type:

Article

Advancing Brain MRI Image Classification: Integrating VGG16 and ResNet50 with a Multi-Verse Optimization Method.

Published in:

BioMed, 2024, v. 4, n. 4, p. 499, doi. 10.3390/biomed4040038

By:

Sarshar, Nazanin Tataei;
Sadeghi, Soroush;
Kamsari, Mohammadreza;
Avazpour, Mahrokh;
Ghoushchi, Saeid Jafarzadeh;
Ranjbarzadeh, Ramin

Publication type:

Article

Brain tumor segmentation based on deep learning and an attention mechanism using MRI multi-modalities brain images.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-90428-8

By:

Ranjbarzadeh, Ramin;
Bagherian Kasgari, Abbas;
Jafarzadeh Ghoushchi, Saeid;
Anari, Shokofeh;
Naseri, Maryam;
Bendechache, Malika

Publication type:

Article

Lattice Boltzmann Modelling of Fluid Flow through Porous Media: A Comparison between Pore-Structure and Representative Elementary Volume Methods.

Published in:

Energies (19961073), 2023, v. 16, n. 14, p. 5354, doi. 10.3390/en16145354

By:

D'Orazio, Annunziata;
Karimipour, Arash;
Ranjbarzadeh, Ramin

Publication type:

Article

Convection Inside Nanofluid Cavity with Mixed Partially Boundary Conditions.

Published in:

Energies (19961073), 2021, v. 14, n. 20, p. 6448, doi. 10.3390/en14206448

By:

Chaabane, Raoudha;
D'Orazio, Annunziata;
Jemni, Abdelmajid;
Karimipour, Arash;
Ranjbarzadeh, Ramin

Publication type:

Article

Experimental Study of Thermal Properties and Dynamic Viscosity of Graphene Oxide/Oil Nano-Lubricant.

Published in:

Energies (19961073), 2021, v. 14, n. 10, p. 2886, doi. 10.3390/en14102886

By:

Ranjbarzadeh, Ramin;
Chaabane, Raoudha;
Mohammed, Hussein A.

Publication type:

Article

Barriers to circular economy implementation in designing of sustainable medical waste management systems using a new extended decision-making and FMEA models.

Published in:

Environmental Science & Pollution Research, 2022, v. 29, n. 53, p. 79735, doi. 10.1007/s11356-022-19018-z

By:

Jafarzadeh Ghoushchi, Saeid;
Memarpour Ghiaci, Ali;
Rahnamay Bonab, Shabnam;
Ranjbarzadeh, Ramin

Publication type:

Article

MRFE-CNN: multi-route feature extraction model for breast tumor segmentation in Mammograms using a convolutional neural network.

Published in:

Annals of Operations Research, 2023, v. 328, n. 1, p. 1021, doi. 10.1007/s10479-022-04755-8

By:

Ranjbarzadeh, Ramin;
Tataei Sarshar, Nazanin;
Jafarzadeh Ghoushchi, Saeid;
Saleh Esfahani, Mohammad;
Parhizkar, Mahboub;
Pourasad, Yaghoub;
Anari, Shokofeh;
Bendechache, Malika

Publication type:

Article

Osteolysis: A Literature Review of Basic Science and Potential Computer-Based Image Processing Detection Methods.

Published in:

2021

By:

Saadi, Soroush Baseri;
Ranjbarzadeh, Ramin;
Ozeir kazemi;
Amirabadi, Amir;
Ghoushchi, Saeid Jafarzadeh;
Kazemi, Oveis;
Azadikhah, Sonya;
Bendechache, Malika

Publication type:

Literature Review

Time-Frequency Analysis of EEG Signals and GLCM Features for Depth of Anesthesia Monitoring.

Published in:

Computational Intelligence & Neuroscience, 2021, p. 1, doi. 10.1155/2021/8430565

By:

Mousavi, Seyed Mortaza;
Asgharzadeh-Bonab, Akbar;
Ranjbarzadeh, Ramin

Publication type:

Article

Presentation of a Segmentation Method for a Diabetic Retinopathy Patient's Fundus Region Detection Using a Convolutional Neural Network.

Published in:

Computational Intelligence & Neuroscience, 2021, p. 1, doi. 10.1155/2021/7714351

By:

Valizadeh, Amin;
Jafarzadeh Ghoushchi, Saeid;
Ranjbarzadeh, Ramin;
Pourasad, Yaghoub

Publication type:

Article