Search Results - "Shabanzadeh, Ali"

Clinical target segmentation using a novel deep neural network: double attention Res-U-Net by Ashkani Chenarlogh, Vahid, Shabanzadeh, Ali, Ghelich Oghli, Mostafa, Sirjani, Nasim, Farzin Moghadam, Sahar, Akhavan, Ardavan, Arabi, Hossein, Shiri, Isaac, Shabanzadeh, Zahra, Sanei Taheri, Morteza, Kazem Tarzamni, Mohammad

“…We introduced Double Attention Res-U-Net architecture to address medical image segmentation problem in different medical imaging system. Accurate medical image…”
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Fully automated kidney image biomarker prediction in ultrasound scans using Fast-Unet by Oghli, Mostafa Ghelich, Bagheri, Seyed Morteza, Shabanzadeh, Ali, Mehrjardi, Mohammad Zare, Akhavan, Ardavan, Shiri, Isaac, Taghipour, Mostafa, Shabanzadeh, Zahra

“…Any kidney dimension and volume variation can be a remarkable indicator of kidney disorders. Precise kidney segmentation in standard planes plays an undeniable…”
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Automatic cardiac evaluations using a deep video object segmentation network by Sirjani, Nasim, Moradi, Shakiba, Oghli, Mostafa Ghelich, Hosseinsabet, Ali, Alizadehasl, Azin, Yadollahi, Mona, Shiri, Isaac, Shabanzadeh, Ali

“…Background Accurate cardiac volume and function assessment have valuable and significant diagnostic implications for patients suffering from ventricular…”
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Automatic fetal biometry prediction using a novel deep convolutional network architecture by Ghelich Oghli, Mostafa, Shabanzadeh, Ali, Moradi, Shakiba, Sirjani, Nasim, Gerami, Reza, Ghaderi, Payam, Sanei Taheri, Morteza, Shiri, Isaac, Arabi, Hossein, Zaidi, Habib

“…•A convolutional neural network is proposed for fetal biometry measurement.•MFP-Unet architecture is modified and attention gates are incorporated.•A novel…”
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A novel deep learning model for breast lesion classification using ultrasound Images: A multicenter data evaluation by Sirjani, Nasim, Ghelich Oghli, Mostafa, Kazem Tarzamni, Mohammad, Gity, Masoumeh, Shabanzadeh, Ali, Ghaderi, Payam, Shiri, Isaac, Akhavan, Ardavan, Faraji, Mehri, Taghipour, Mostafa

“…•We developed a promoted version of InceptionV3 network to classify breast lesions.•The main promotion is converting InceptionV3 modules to residual inception…”
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Fast and Accurate U-Net Model for Fetal Ultrasound Image Segmentation by Ashkani Chenarlogh, Vahid, Ghelich Oghli, Mostafa, Shabanzadeh, Ali, Sirjani, Nasim, Akhavan, Ardavan, Shiri, Isaac, Arabi, Hossein, Sanei Taheri, Morteza, Tarzamni, Mohammad Kazem

“…U-Net based algorithms, due to their complex computations, include limitations when they are used in clinical devices. In this paper, we addressed this problem…”
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Automatic Myocardial Segmentation in Four-Chamber View Echocardiography Images by Moradi, Shakiba, Ghelich Oghli, Mostafa, Alizadehasl, Azin, Shabanzadeh, Ali

“…Background: Most quantitative features in analyzing echocardiography images are elicited from the shape of different parts of the heart. One of the challenging…”
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Automatic Fetal Biometry Evaluation in Ultrasound Images Using a Deep Learning-Based Approach by Ghelich Oghli, Mostafa, Moradi, Shakiba, Gerami, Reza, Shabanzadeh, Ali

“…Background: The 2D fetal ultrasound biometrics have been extensively used to establish (or confirm) the gestational age of the fetus, estimate its size and…”
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Deep Learning Approach for Left Atrium Segmentation by Moradi, Shakiba, Ghelich Oghli, Mostafa, Alizadehasl, Azin, Shabanzadeh, Ali

“…Background: Cardiovascular disease is one of the most common causes of death in the world. Cardiovascular risk is often assessed by analyzing parameters…”
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A Deep Learning-Based Approach for Breast BI-RADS Prediction on Shear Wave Elastography Images by Shabanzadeh, Ali, Moradi, Shakiba, Gity, Parvaneh (Masoumeh), Ghelich Oghli, Mostafa

“…Background: Breast cancer is the most common type of cancer among women. About one of every eight women is diagnosed with breast cancer during her lifetime…”
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Organ donation workshop - a survey on nurses' knowledge and attitudes toward organ and tissue donation in Iran by Aghayan, Hamid Reza, Arjmand, Babak, Emami-Razavi, Seyed Hassan, Jafarian, Ali, Shabanzadeh, Ali Reza, Jalali, Fatemeh, Goodarzi, Parisa, Jebelifar, Sohelia

“…Despite increasing transplantation in Iran, organ shortage and long waiting lists remain major problems in the country. Many publications have demonstrated…”
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Automatic Measurement of Fetal Head Biometry from Ultrasound Images Using Deep Neural Networks by Oghli, Mostafa Ghelich, Moradi, Shakiba, Sirjani, Nasim, Gerami, Reza, Ghaderi, Payam, Shabanzadeh, Ali, Arabi, Hossein, Shiri, Isaac, Zaidi, Habib

“…Gestational age (GA) is an illustrative indicator of fetal growth. The GA is estimated through biometric parameters, including the head circumference (HC) and…”
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