Medical Image Analysis

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Gradient-based enhancement of tubular structures in medical images
Medical Image Analysis - Tập 26 - Trang 19-29 - 2015
Rodrigo Moreno, Örjan Smedby
Class-specific weighting for Markov random field estimation: Application to medical image segmentation
Medical Image Analysis - Tập 16 - Trang 1477-1489 - 2012
James P. Monaco, Anant Madabhushi
A disentangled generative model for disease decomposition in chest X-rays via normal image synthesis
Medical Image Analysis - Tập 67 - Trang 101839 - 2021
Tang Youbao, Tang Yuxing, Summers Ronald M., Zhu Yingying, Xiao Jing
The interpretation of medical images is a complex cognition procedure requiring cautious observation, precise understanding/parsing of the normal body anatomies, and combining knowledge of physiology and pathology. Interpreting chest X-ray (CXR) images is challenging since the 2D CXR images show the superimposition on internal organs/tissues with low resolution and poor boundaries. Unlike previous...... hiện toàn bộ
#Chest radiography (X-ray) #Medical image synthesis #Disentangled representation learning #Disease decomposition
Detection and measurement of coverage loss in interleaved multi-acquisition brain MRIs due to motion-induced inter-slice misalignment
Medical Image Analysis - Tập 13 - Trang 381-391 - 2009
Roger C. Tam, Andrew Riddehough, David K.B. Li
Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box
Medical Image Analysis - Tập 26 - Trang 195-202 - 2015
Francesco Ciompi, Bartjan de Hoop, Sarah J. van Riel, Kaman Chung, Ernst Th. Scholten, Matthijs Oudkerk, Pim A. de Jong, Mathias Prokop, Bram van Ginneken
Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements
Medical Image Analysis - Tập 36 - Trang 79-97 - 2017
Loïc Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
A method for approximating the density of maximum-likelihood and maximum a posteriori estimates under a Gaussian noise model
Medical Image Analysis - Tập 2 - Trang 395-403 - 1998
Craig K. Abbey, Eric Clarkson, Harrison H. Barrett, Stefan P. Müller, Frank J. Rybicki
Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans
Medical Image Analysis - Tập 16 - Trang 50-62 - 2012
Clara I. Sánchez, Meindert Niemeijer, Ivana Išgum, Alina Dumitrescu, Maria S.A. Suttorp-Schulten, Michael D. Abràmoff, Bram van Ginneken
Pulmonary nodule detection in CT scans with equivariant CNNs
Medical Image Analysis - Tập 55 - Trang 15-26 - 2019
Marysia Winkels, Taco S. Cohen
Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks
Medical Image Analysis - Tập 71 - Trang 102066 - 2021
Stefano Buoso, Thomas Joyce, Sebastian Kozerke
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