Search Results - "convolutional encoder-decoder neural network"

Segmentation of parasternal long axis views using deep learning by Smistad, Erik, Dalen, Havard, Grenne, Bjornar, Lovstakken, Lasse

“…) and left ventricular outflow tract (LVOT) were annotated in images from 53 subjects and used for training a fully-convolutional encoder-decoder neural network…”
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AutoCorNN: An Unsupervised Physics-Aware Deep Learning Model for Geometric Distortion Correction of Brain MRI Images Towards MR-Only Stereotactic Radiosurgery by Hosseini, Mahboube Sadat, Aghamiri, Seyed Mahmoud Reza, Fatemi Ardekani, Ali, BagheriMofidi, Seyed Mehdi, Safari, Mojtaba

“… AutoCorNN integrates two 2D convolutional encoder-decoder neural networks with the forward physical model of MRI signal generation to predict undistorted MR and field map images from distorted MR input…”
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Modeling the Shape of the Brain Connectome via Deep Neural Networks by Dai, Haocheng, Bauer, Martin, Fletcher, P Thomas, Joshi, Sarang

“…The goal of diffusion-weighted magnetic resonance imaging (DWI) is to infer the structural connectivity of an individual subject's brain in vivo…”
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