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Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method
2020 IEEE International Ultrasonics Symposium (IUS)
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10.1109/ius46767.2020.9251568
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2020
◽
Author(s):
Michal Byra
◽
Grzegorz Styczynski
◽
Cezary Szmigielski
◽
Piotr Kalinowski
◽
Lukasz Michalowski
◽
...
Keyword(s):
Deep Learning
◽
Liver Disease
◽
Image Reconstruction
◽
Fatty Liver
◽
Fatty Liver Disease
◽
Ultrasound Image
◽
Disease Classification
◽
Reconstruction Method
◽
Learning Models
◽
Image Reconstruction Method
Download Full-text
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References
Deep Learning Based Ultrasound Image Reconstruction Method: A Time Coherence Study
2019 IEEE International Ultrasonics Symposium (IUS)
◽
10.1109/ultsym.2019.8925595
◽
2019
◽
Author(s):
Dimitris Perdios
◽
Manuel Vonlanthen
◽
Florian Martinez
◽
Marcel Arditi
◽
Jean-Philippe Thiran
Keyword(s):
Deep Learning
◽
Image Reconstruction
◽
Ultrasound Image
◽
Reconstruction Method
◽
Image Reconstruction Method
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Impact of Ultrasound Image Reconstruction Method on Breast Lesion Classification with Deep Learning
Pattern Recognition and Image Analysis - Lecture Notes in Computer Science
◽
10.1007/978-3-030-31332-6_4
◽
2019
◽
pp. 41-52
◽
Cited By ~ 2
Author(s):
Michal Byra
◽
Tomasz Sznajder
◽
Danijel Korzinek
◽
Hanna Piotrzkowska-Wroblewska
◽
Katarzyna Dobruch-Sobczak
◽
...
Keyword(s):
Deep Learning
◽
Image Reconstruction
◽
Breast Lesion
◽
Ultrasound Image
◽
Reconstruction Method
◽
Image Reconstruction Method
◽
Lesion Classification
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A Deep Learning Approach for Classifying Nonalcoholic Steatohepatitis Patients from Nonalcoholic Fatty Liver Disease Patients Using Electronic Medical Records
Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence
◽
10.1007/978-3-030-53352-6_10
◽
2020
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pp. 107-113
Author(s):
Pradyumna Byappanahalli Suresha
◽
Yunlong Wang
◽
Cao Xiao
◽
Lucas Glass
◽
Yilian Yuan
◽
...
Keyword(s):
Deep Learning
◽
Liver Disease
◽
Fatty Liver
◽
Nonalcoholic Fatty Liver Disease
◽
Electronic Medical Records
◽
Nonalcoholic Steatohepatitis
◽
Medical Records
◽
Fatty Liver Disease
◽
Learning Approach
◽
Nonalcoholic Fatty Liver
Download Full-text
AirNet: Fused Analytical and Iterative Image Reconstruction Method With Deep Learning Regularization for High-Quality Sparse-Data On-Board CBCT
International Journal of Radiation Oncology*Biology*Physics
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10.1016/j.ijrobp.2020.07.729
◽
2020
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Vol 108
(3)
◽
pp. e305
Author(s):
G. Chen
◽
Y. Lin
◽
E. Elder
◽
B. Ghavidel
◽
M.W. McDonald
◽
...
Keyword(s):
Deep Learning
◽
Image Reconstruction
◽
Sparse Data
◽
Reconstruction Method
◽
High Quality
◽
Iterative Image Reconstruction
◽
Image Reconstruction Method
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The diagnostic performance of attenuation coefficient computed on the ultrasound image compared to a biochemical marker — SteatoTest — for steatosis quantification in non-alcoholic fatty liver disease
2010 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR)
◽
10.1109/aqtr.2010.5520717
◽
2010
◽
Cited By ~ 3
Author(s):
C. Radu
◽
M. Grigorescu
◽
M. Lupsor
◽
C. Vicas
◽
S Nedevschi
◽
...
Keyword(s):
Liver Disease
◽
Fatty Liver
◽
Attenuation Coefficient
◽
Fatty Liver Disease
◽
Diagnostic Performance
◽
Biochemical Marker
◽
Ultrasound Image
◽
Alcoholic Fatty Liver
◽
Alcoholic Fatty Liver Disease
Download Full-text
Tumor photoacoustic image reconstruction method based on deep learning
10.1109/ius52206.2021.9593677
◽
2021
◽
Author(s):
Ming-Jian Sun
◽
Wei-Xiang Li
◽
Zi-Chao Liu
◽
Guang-Xing Liu
Keyword(s):
Deep Learning
◽
Image Reconstruction
◽
Reconstruction Method
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Image Reconstruction Method
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A physics-based intravascular ultrasound image reconstruction method for lumen segmentation
Computers in Biology and Medicine
◽
10.1016/j.compbiomed.2016.05.007
◽
2016
◽
Vol 75
◽
pp. 19-29
◽
Cited By ~ 4
Author(s):
Gerardo Mendizabal-Ruiz
◽
Ioannis A. Kakadiaris
Keyword(s):
Image Reconstruction
◽
Intravascular Ultrasound
◽
Ultrasound Image
◽
Reconstruction Method
◽
Image Reconstruction Method
◽
Lumen Segmentation
Download Full-text
Redefining fatty liver disease classification in 2020
Liver International
◽
10.1111/liv.14430
◽
2020
◽
Vol 40
(5)
◽
pp. 1016-1017
◽
Cited By ~ 11
Author(s):
Luca Valenti
◽
Serena Pelusi
Keyword(s):
Liver Disease
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Fatty Liver
◽
Fatty Liver Disease
◽
Disease Classification
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Non-invasive diagnosis of non-alcoholic fatty liver disease (NAFLD) using ultrasound image echogenicity
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
◽
10.1109/embc.2017.8037468
◽
2017
◽
Cited By ~ 2
Author(s):
Alex Benjamin
◽
Rebecca Zubajlo
◽
Kai Thomenius
◽
Manish Dhyani
◽
Kanakaraju Kaliannan
◽
...
Keyword(s):
Liver Disease
◽
Fatty Liver
◽
Fatty Liver Disease
◽
Ultrasound Image
◽
Alcoholic Fatty Liver
◽
Non Invasive
◽
Alcoholic Fatty Liver Disease
Download Full-text
863 COMPARISON BETWEEN THREE NON-INVASIVE METHODS FOR THE DIAGNOSIS OF STEATOSIS IN NON-ALCOHOLIC FATTY LIVER DISEASE: ATTENUATION COEFFICIENT COMPUTED ON THE ULTRASOUND IMAGE, ADIPONECTIN AND STEATOTEST
Journal of Hepatology
◽
10.1016/s0168-8278(11)60865-9
◽
2011
◽
Vol 54
◽
pp. S344
Author(s):
C.I. Radu
◽
M. Grigorescu
◽
M. Lupşor
◽
C. Vicaş
◽
S. Nedevschi
◽
...
Keyword(s):
Liver Disease
◽
Fatty Liver
◽
Attenuation Coefficient
◽
Fatty Liver Disease
◽
Ultrasound Image
◽
Alcoholic Fatty Liver
◽
Non Invasive
◽
Alcoholic Fatty Liver Disease
Download Full-text
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