Search Results - "Ouaalam, Abdelhakim"

A normative spatiotemporal MRI atlas of the fetal brain for automatic segmentation and analysis of early brain growth by Gholipour, Ali, Rollins, Caitlin K., Velasco-Annis, Clemente, Ouaalam, Abdelhakim, Akhondi-Asl, Alireza, Afacan, Onur, Ortinau, Cynthia M., Clancy, Sean, Limperopoulos, Catherine, Yang, Edward, Estroff, Judy A., Warfield, Simon K.

“…Longitudinal characterization of early brain growth in-utero has been limited by a number of challenges in fetal imaging, the rapid change in size, shape and…”
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Learning to segment fetal brain tissue from noisy annotations by Karimi, Davood, Rollins, Caitlin K., Velasco-Annis, Clemente, Ouaalam, Abdelhakim, Gholipour, Ali

“…Automatic fetal brain tissue segmentation can enhance the quantitative assessment of brain development at this critical stage. Deep learning methods represent…”
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A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI by Dou, Haoran, Karimi, Davood, Rollins, Caitlin K., Ortinau, Cynthia M., Vasung, Lana, Velasco-Annis, Clemente, Ouaalam, Abdelhakim, Yang, Xin, Ni, Dong, Gholipour, Ali

“…Fetal cortical plate segmentation is essential in quantitative analysis of fetal brain maturation and cortical folding. Manual segmentation of the cortical…”
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Real-time automatic fetal brain extraction in fetal MRI by deep learning by Salehi, Seyed Sadegh Mohseni, Hashemi, Seyed Raein, Velasco-Annis, Clemente, Ouaalam, Abdelhakim, Estroff, Judy A., Erdogmus, Deniz, Warfield, Simon K., Gholipour, Ali

“…Brain segmentation is a fundamental first step in neuroimage analysis. In the case of fetal MRI, it is particularly challenging and important due to the…”
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Learning to Detect Brain Lesions from Noisy Annotations by Karimi, Davood, Peters, Jurriaan M., Ouaalam, Abdelhakim, Prabhu, Sanjay P., Sahin, Mustafa, Krueger, Darcy A., Kolevzon, Alexander, Eng, Charis, Warfield, Simon K., Gholipour, Ali

“…Supervised training of deep neural networks in medical imaging applications relies heavily on expert-provided annotations. These annotations, however, are…”
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Learning to segment fetal brain tissue from noisy annotations by Karimi, Davood, Rollins, Caitlin K, Velasco-Annis, Clemente, Ouaalam, Abdelhakim, Gholipour, Ali

“…Automatic fetal brain tissue segmentation can enhance the quantitative assessment of brain development at this critical stage. Deep learning methods represent…”
Get full text

A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI by Dou, Haoran, Karimi, Davood, Rollins, Caitlin K, Ortinau, Cynthia M, Vasung, Lana, Velasco-Annis, Clemente, Ouaalam, Abdelhakim, Yang, Xin, Ni, Dong, Gholipour, Ali

“…Fetal cortical plate segmentation is essential in quantitative analysis of fetal brain maturation and cortical folding. Manual segmentation of the cortical…”
Get full text

Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning by Salehi, Seyed Sadegh Mohseni, Hashemi, Seyed Raein, Velasco-Annis, Clemente, Ouaalam, Abdelhakim, Estroff, Judy A, Erdogmus, Deniz, Warfield, Simon K, Gholipour, Ali

“…Brain segmentation is a fundamental first step in neuroimage analysis. In the case of fetal MRI, it is particularly challenging and important due to the…”
Get full text