no code implementations • 2 Oct 2023 • Alireza Farzipour, Roya Elmi, Hamid Nasiri
Monkeypox is a zoonotic disease.
1 code implementation • Diagnostics 2023 • Alireza Farzipour, Roya Elmi, Hamid Nasiri
The research aims to provide an ML model based on symptoms for the diagnosis of monkeypox.
no code implementations • 11 Apr 2023 • Paria Ghaheri, Ahmadreza Shateri, Hamid Nasiri
Parkinson's disease (PD) is the most widespread movement condition and the second most common neurodegenerative disorder, following Alzheimer's.
1 code implementation • 24 Dec 2022 • Hamid Nasiri, Mohammad Mehdi Ebadzadeh
In the prediction and reconstruction phase, each of the IMFs is given to a separate MFRFNN for prediction, and predicted signals are summed to reconstruct the output.
1 code implementation • 3 Oct 2022 • Paria Ghaheri, Hamid Nasiri, Ahmadreza Shateri, Arman Homafar
Moreover, the Hard Voting Ensemble Method was determined based on the performance of the four classifiers.
1 code implementation • 3 Sep 2022 • Mohammad Reza Abbasniya, Sayed Ali Sheikholeslamzadeh, Hamid Nasiri, Samaneh Emami
The Inception-ResNet-v2 which has both residual and inception networks profits together has shown the best feature extraction capability in the case of breast cancer histopathology images among all tested CNNs.
Ranked #1 on Breast Cancer Detection on BreakHis
1 code implementation • Neurocomputing 2022 • Hamid Nasiri, Mohammad Mehdi Ebadzadeh
MFRFNN consists of two fuzzy neural networks with Takagi-Sugeno-Kang fuzzy rules, one is used to produce the output, and the other to determine the system’s state.
1 code implementation • 9 Jun 2022 • Hamid Nasiri, Ghazal Kheyroddin, Morteza Dorrigiv, Mona Esmaeili, Amir Raeisi Nafchi, Mohsen Haji Ghorbani, Payman Zarkesh-Ha
To assess the effectiveness of the proposed method, the ChestX-ray8 dataset, which includes 1125 X-ray images of the patient's chest, was used.
no code implementations • 27 Mar 2022 • Mobina Ezzoddin, Hamid Nasiri, Morteza Dorrigiv
The Coronavirus was detected in Wuhan, China in late 2019 and then led to a pandemic with a rapid worldwide outbreak.
no code implementations • 30 Sep 2021 • Hamid Nasiri, Seyyed Ali Alavi
The new coronavirus (known as COVID-19) was first identified in Wuhan and quickly spread worldwide, wreaking havoc on the economy and people's everyday lives.
1 code implementation • 3 Sep 2021 • Hamid Nasiri, Sharif Hasani
In late 2019 and after COVID-19 pandemic in the world, many researchers and scholars have tried to provide methods for detection of COVID-19 cases.