Thoracic Image Analysis - Lecture Notes in Computer Science
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9783030624682, 9783030624699
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A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis

2020 ◽  
pp. 84-93
Author(s):  
Ophir Gozes ◽  
Maayan Frid-Adar ◽  
Nimrod Sagie ◽  
Asher Kabakovitch ◽  
Dor Amran ◽  
...  
Keyword(s):  
Deep Learning ◽  
Learning Framework ◽  
Weakly Supervised

CovidDiagnosis: Deep Diagnosis of COVID-19 Patients Using Chest X-Rays

2020 ◽  
pp. 61-73
Author(s):  
Kushagra Mahajan ◽  
Monika Sharma ◽  
Lovekesh Vig ◽  
Rishab Khincha ◽  
Soundarya Krishnan ◽  
...  
Keyword(s):  
X Rays

Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS

2020 ◽  
pp. 143-154
Author(s):  
Muhammad F. A. Chaudhary ◽  
Yue Pan ◽  
Di Wang ◽  
Sandeep Bodduluri ◽  
Surya P. Bhatt ◽  
...  
Keyword(s):  
Disease Staging ◽  
Biomechanical Features

MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data

2020 ◽  
pp. 118-129
Author(s):  
Maialen Stephens ◽  
Raúl San José Estepar ◽  
Jesús Ruiz-Cabello ◽  
Ignacio Arganda-Carreras ◽  
Iván Macía ◽  
...  
Keyword(s):  
Pulmonary Artery

Functional-Consistent CycleGAN for CT to Iodine Perfusion Map Translation

2020 ◽  
pp. 109-117
Author(s):  
Pietro Nardelli ◽  
Rubén San José Estépar ◽  
Farbod N. Rahaghi ◽  
Raúl San José Estépar

scholarly journals Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet

2020 ◽  
pp. 36-47
Author(s):  
Uday Kamal ◽  
Abdul Muntakim Rafi ◽  
Rakibul Hoque ◽  
Jonathan Wu ◽  
Md. Kamrul Hasan
Keyword(s):  
Lung Cancer ◽  
Region Segmentation ◽  
Cancer Tumor ◽  
Tumor Region

scholarly journals Deep Group-Wise Variational Diffeomorphic Image Registration

2020 ◽  
pp. 155-164
Author(s):  
Tycho F. A. van der Ouderaa ◽  
Ivana Išgum ◽  
Wouter B. Veldhuis ◽  
Bob D. de Vos
Keyword(s):  
Image Registration ◽  
Diffeomorphic Image Registration

Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN

2020 ◽  
pp. 14-23
Author(s):  
Rafael Moreta-Martínez ◽  
Gonzalo Vegas Sánchez-Ferrero ◽  
Lasse Andresen ◽  
Jakob Qvortrup Holsting ◽  
Raúl San José Estépar
Keyword(s):  
Ct Scans
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