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20182023
most citedConvolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed?

104 citations · 166 across the 6 of their papers we have counts for

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Showing 2021Show all

5 papers · 1 filter

cs.CV2021

What happens in Face during a facial expression? Using data mining techniques to analyze facial expression motion vectors

Mohamad Roshanzamir, Roohallah Alizadehsani, Mahdi Roshanzamir +4

One of the most common problems encountered in human-computer interaction is automatic facial expression recognition. Although it is easy for human observer to recognize facial exp…

eess.IV2021

Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images

Juan E. Arco, Andrés Ortiz, Javier Ramírez +1

The ongoing crisis of the COVID-19 (Coronavirus disease 2019) pandemic has changed the world. According to the World Health Organization (WHO), 4 million people have died due to th…

eess.IV2021

Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review

Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari +9

Multiple Sclerosis (MS) is a type of brain disease which causes visual, sensory, and motor problems for people with a detrimental effect on the functioning of the nervous system. I…

eess.IV2021★ 16 cited

Automatic Diagnosis of COVID-19 from CT Images using CycleGAN and Transfer Learning

Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars +5

The outbreak of the corona virus disease (COVID-19) has changed the lives of most people on Earth. Given the high prevalence of this disease, its correct diagnosis in order to quar…

cs.CV2021

Combining a Convolutional Neural Network with Autoencoders to Predict the Survival Chance of COVID-19 Patients

Fahime Khozeimeh, Danial Sharifrazi, Navid Hoseini Izadi +10

COVID-19 has caused many deaths worldwide. The automation of the diagnosis of this virus is highly desired. Convolutional neural networks (CNNs) have shown outstanding classificati…