Computerized Medical Imaging and Graphics, Volume 99 (original) (raw)

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Volume 99, July 2022

MRI

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    Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Christine Fernandez-Maloigne, Rémy Guillevin:
    Attention-guided neural network for early dementia detection using MRS data. 102074
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    Jonathan L. Weine, Robbert J. H. van Gorkum, Christian T. Stoeck, Valery Vishnevskiy, Sebastian Kozerke:
    Synthetically trained convolutional neural networks for improved tensor estimation from free-breathing cardiac DTI. 102075

X-ray/Fluoroscopy

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    Sarah F. Frisken, Nazim Haouchine, Rose Du, Alexandra J. Golby:
    Using temporal and structural data to reconstruct 3D cerebral vasculature from a pair of 2D digital subtraction angiography sequences. 102076

MRI

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    Manuel Pérez-Pelegrí, José Vicente Monmeneu, María Pilar López-Lereu, Alicia M. Maceira, Vicente Bodí, David Moratal:
    End-systole and end-diastole detection in short axis cine MRI using a fully convolutional neural network with dilated convolutions. 102085

Optical Imaging/Microscopy

MRI

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    Samah Khawaled, Moti Freiman:
    NPBDREG: Uncertainty assessment in diffeomorphic brain MRI registration using a non-parametric Bayesian deep-learning based approach. 102087

Multimodality

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    Yichi Zhang, Qingcheng Liao, Le Ding, Jicong Zhang:
    Bridging 2D and 3D segmentation networks for computation-efficient volumetric medical image segmentation: An empirical study of 2.5D solutions. 102088

CT

Multimodality

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    Baijun Xie, Gary Milam, Bo Ning, Jaepyeong Cha, Chung Hyuk Park:
    DXM-TransFuse U-net: Dual cross-modal transformer fusion U-net for automated nerve identification. 102090

MRI

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    Xihe Kuang, Jason Pui Yin Cheung, Kwan-Yee K. Wong, Wai Yi Lam, Chak Hei Lam, Richard W. Choy, Christopher P. Cheng, Honghan Wu, Cao Yang, Kun Wang, Yang Li, Teng Zhang:
    Spine-GFlow: A hybrid learning framework for robust multi-tissue segmentation in lumbar MRI without manual annotation. 102091
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    Yashu Liu, Wei Wang, Gongning Luo, Kuanquan Wang, Shuo Li:
    A contrastive consistency semi-supervised left atrium segmentation model. 102092

Digital pathology

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