Predictive Intelligence in Medicine - Lecture Notes in Computer Science
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9783030593537, 9783030593544
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Low-Dose CT Denoising Using Octave Convolution with High and Low Frequency Bands

2020 ◽  
pp. 68-78
Author(s):  
Dong Kyu Won ◽  
Sion An ◽  
Sang Hyun Park ◽  
Dong Hye Ye
Keyword(s):  
Low Dose ◽  
Low Frequency ◽  
Frequency Bands ◽  
Low Dose Ct

scholarly journals Learned Deep Radiomics for Survival Analysis with Attention

2020 ◽  
pp. 35-45
Author(s):  
Ludivine Morvan ◽  
Cristina Nanni ◽  
Anne-Victoire Michaud ◽  
Bastien Jamet ◽  
Clément Bailly ◽  
...  
Keyword(s):  
Survival Analysis

scholarly journals Robustification of Segmentation Models Against Adversarial Perturbations in Medical Imaging

2020 ◽  
pp. 46-57
Author(s):  
Hanwool Park ◽  
Amirhossein Bayat ◽  
Mohammad Sabokrou ◽  
Jan S. Kirschke ◽  
Bjoern H. Menze
Keyword(s):  
Medical Imaging ◽  
Segmentation Models

Template-Oriented Multi-task Sparse Low-Rank Learning for Parkinson’s Diseases Diagnosis

2020 ◽  
pp. 178-187
Author(s):  
Zihao Chen ◽  
Haijun Lei ◽  
Yujia Zhao ◽  
Zhongwei Huang ◽  
Xiaohua Xiao ◽  
...  
Keyword(s):  
Low Rank ◽  
Parkinson’S Diseases

scholarly journals Uniformizing Techniques to Process CT Scans with 3D CNNs for Tuberculosis Prediction

2020 ◽  
pp. 156-168
Author(s):  
Hasib Zunair ◽  
Aimon Rahman ◽  
Nabeel Mohammed ◽  
Joseph Paul Cohen
Keyword(s):  
Ct Scans

scholarly journals Foreseeing Brain Graph Evolution over Time Using Deep Adversarial Network Normalizer

2020 ◽  
pp. 111-122
Author(s):  
Zeynep Gürler ◽  
Ahmed Nebli ◽  
Islem Rekik
Keyword(s):  
Adversarial Network ◽  
Over Time

scholarly journals A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency

2020 ◽  
pp. 200-209
Author(s):  
Jiayu Huo ◽  
Liping Si ◽  
Xi Ouyang ◽  
Kai Xuan ◽  
Weiwu Yao ◽  
...  
Keyword(s):  
Cartilage Defects ◽  
Knee Cartilage ◽  
Dual Consistency

Multimodal Prediction of Breast Cancer Relapse Prior to Neoadjuvant Chemotherapy Treatment

2020 ◽  
pp. 188-199
Author(s):  
Simona Rabinovici-Cohen ◽  
Ami Abutbul ◽  
Xosé M. Fernández ◽  
Oliver Hijano Cubelos ◽  
Shaked Perek ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Neoadjuvant Chemotherapy ◽  
Chemotherapy Treatment ◽  
Cancer Relapse ◽  
Breast Cancer Relapse

scholarly journals mr$$^2$$NST: Multi-resolution and Multi-reference Neural Style Transfer for Mammography

2020 ◽  
pp. 169-177
Author(s):  
Sheng Wang ◽  
Jiayu Huo ◽  
Xi Ouyang ◽  
Jifei Che ◽  
Zhong Xue ◽  
...  
Keyword(s):  
Style Transfer
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