Lecture Notes in Computer Science - Information Processing in Medical Imaging
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Published By Springer International Publishing

9783030203504, 9783030203511
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scholarly journals InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction

2019 ◽  
pp. 73-85 ◽  
Author(s):  
Anees Kazi ◽  
Shayan Shekarforoush ◽  
S. Arvind Krishna ◽  
Hendrik Burwinkel ◽  
Gerome Vivar ◽  
...  
Keyword(s):  
Receptive Field ◽  
Disease Prediction ◽  
Convolutional Network

scholarly journals 3D Organ Shape Reconstruction from Topogram Images

2019 ◽  
pp. 347-359
Author(s):  
Elena Balashova ◽  
Jiangping Wang ◽  
Vivek Singh ◽  
Bogdan Georgescu ◽  
Brian Teixeira ◽  
...  
Keyword(s):  
Shape Reconstruction ◽  
Organ Shape

scholarly journals On Training Deep 3D CNN Models with Dependent Samples in Neuroimaging

2019 ◽  
pp. 99-111
Author(s):  
Yunyang Xiong ◽  
Hyunwoo J. Kim ◽  
Bhargav Tangirala ◽  
Ronak Mehta ◽  
Sterling C. Johnson ◽  
...  
Keyword(s):  
3D Cnn ◽  
Dependent Samples

scholarly journals CIA-Net: Robust Nuclei Instance Segmentation with Contour-Aware Information Aggregation

2019 ◽  
pp. 682-693 ◽  
Author(s):  
Yanning Zhou ◽  
Omer Fahri Onder ◽  
Qi Dou ◽  
Efstratios Tsougenis ◽  
Hao Chen ◽  
...  
Keyword(s):  
Information Aggregation ◽  
Instance Segmentation

scholarly journals Riemannian Geometry Learning for Disease Progression Modelling

2019 ◽  
pp. 542-553 ◽  
Author(s):  
Maxime Louis ◽  
Raphaël Couronné ◽  
Igor Koval ◽  
Benjamin Charlier ◽  
Stanley Durrleman
Keyword(s):  
Disease Progression ◽  
Riemannian Geometry ◽  
Geometry Learning

scholarly journals Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention

2019 ◽  
pp. 592-604 ◽  
Author(s):  
Richard Droste ◽  
Yifan Cai ◽  
Harshita Sharma ◽  
Pierre Chatelain ◽  
Lior Drukker ◽  
...  
Keyword(s):  
Visual Attention ◽  
Image Representation ◽  
Ultrasound Image ◽  
Representation Learning ◽  
Learning By Modeling
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