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Adaptive Local Ternary Pattern on Parameter Optimized-Faster Region Convolutional Neural Network for Pulmonary Emphysema Diagnosis
2021
IEEE Access
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The progressive destruction of emphysema can be assessed by Computed Tomography (CT) scans and pulmonary function tests. ...
Primary diagnosis can be done using spirometry and CT for early detection of the disease reducing the mortality rates. ...
Sadhu for helping with the imaging samples. The authors gratefully acknowledge the facilities provided by IIT Kharagpur to carry out this research. ...
doi:10.1109/access.2021.3105114
fatcat:4gptovtoqbakpo4jdojtgkesya
Anatomy-XNet: A Semi-Supervised Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification
[article]
2022
arXiv
pre-print
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The proposed Anatomy-XNet uses the pre-trained DenseNet-121 as the backbone network with two corresponding structured modules, the Anatomy Aware Attention (AAA) and Probabilistic Weighted Average Pooling ...
Most previous methods attempt to focus on the diseased organs of the image by identifying spatial regions responsible for significant contributions to the model's prediction. ...
[12] proposed a category-wise residual attention learning (CRAL) framework for multi-label thoracic disease classification. ...
arXiv:2106.05915v2
fatcat:tncctsxvpvg5li4jkhbz7pb5ou
Deep learning applications in pulmonary medical imaging: recent updates and insights on COVID-19
2020
Machine Vision and Applications
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It summarizes and discusses the current state-of-the-art approaches in this research domain, highlighting the challenges, especially with COVID-19 pandemic current situation. ...
Yet, coronavirus can be the real trigger to open the route for fast integration of DL in hospitals and medical centers. ...
It starts with very early approaches from 1980s and ends with deep learning various methods like two-/three-dimensional, multi-view, multi-scale, multi-stream, multi-tasking deep convolutional neural networks ...
doi:10.1007/s00138-020-01101-5
pmid:32834523
pmcid:PMC7386599
fatcat:tkkylrptc5hkpoj52hjs3kuttu
CARS 2021: Computer Assisted Radiology and Surgery Proceedings of the 35th International Congress and Exhibition Munich, Germany, June 21–25, 2021
2021
International Journal of Computer Assisted Radiology and Surgery
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The University Rovira i Virgili also supports this work with project 2019PFR-B2-61.
References ...
It can be observed that the structural similarity feature of the CC image had the highest median, namely CB-CW-SSIM of the Weber Local Descriptor (WLD) differential excitation feature computed at scale ...
For these patients, the CT scans were performed with a single-phase, low-dose acquisition protocol by use of multi-channel CT scanners with slice thickness of 0.625-1.5 mm, pitch of 0.3-1.6, tube voltage ...
doi:10.1007/s11548-021-02375-4
pmid:34085172
fatcat:6d564hsv2fbybkhw4wvc7uuxcy
A combined local and global motion estimation and compensation method for cardiac CT
2014
Medical Imaging 2014: Physics of Medical Imaging
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We achieve this through a unique combination of two regularization schemes-horizontal regularization of temporal average residuals inspired by robust principal component analysis, and vertical multi-scale ...
(2) We apply a multi-scale approach to resolve noise grain issue in CT images. ...
FTIR chemical imaging allows the spatial distribution of chemistry to be rapidly imaged at a high (diffraction limited) spatial resolution where a pixel represents an area of 5.5 ? 5.5 µm2 of tissue. ...
doi:10.1117/12.2043492
fatcat:fyzpc5m6jbh7fjohqpdmtzkhte
Proceedings Of The 18Th International Conference On Biomedical Applications Of Electrical Impedance Tomography
[article]
2017
Zenodo
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of Engineering at Dartmouth, Hanover, New Hampshire, USA This document is the collection of papers accepted for presentation at the 18th International Conference on Biomedical Applications of Electrical ...
Proceedings of the 18th International Conference on Biomedical Applications of ELECTRICAL IMPEDANCE TOMOGRAPHY Edited by Alistair Boyle, Ryan Halter, Ethan Murphy, Andy Adler June 21-24, 2017 Thayer School ...
in muscle imaging. ...
doi:10.5281/zenodo.601555
fatcat:qhwameib6rd43krznqytsaeju4
Proceedings Of The 18Th International Conference On Biomedical Applications Of Electrical Impedance Tomography
[article]
2017
Zenodo
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of Engineering at Dartmouth, Hanover, New Hampshire, USA This document is the collection of papers accepted for presentation at the 18th International Conference on Biomedical Applications of Electrical ...
Proceedings of the 18th International Conference on Biomedical Applications of ELECTRICAL IMPEDANCE TOMOGRAPHY Edited by Alistair Boyle, Ryan Halter, Ethan Murphy, Andy Adler June 21-24, 2017 Thayer School ...
in muscle imaging. ...
doi:10.5281/zenodo.557093
fatcat:qn6cu4oazrefhmqgo6ykd4jxma
Proceedings of the International Cancer Imaging Society Meeting and 20th Annual Teaching Course
2021
Cancer Imaging
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) genome with specific focus on the relevance for radiologists. ...
Integration of genomic data into care of cancer patients is becoming routine practice and knowledge of cancer genomics is important for all radiologists. ...
Acknowledgements The IMPACT study Steering Committee and Collaborators, the PROFILE study Steering Committee and Collaborators and BARCODE1 Steering Committee and Collaborators. ...
doi:10.1186/s40644-021-00422-6
pmid:34535182
pmcid:PMC8446473
fatcat:u2xyfxglezhnnjlkls3ns6udq4
ECR 2015 Book of Abstracts - A - Postgraduate Educational Programme
2015
Insights into Imaging
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To learn about the application of multi-energy CT in oncology. 2. To explore the possibilities of material identification and differentiation with multi-energy imaging. 3. ...
For viability imaging, the requirements with respect to the CT components are relatively low. ...
Magnetic resonance imaging with its different components such as dynamic contrast-enhanced imaging, diffusion-weighted imaging and "fat and iron" imaging, imaging with hepatocyte-specific contrast agents ...
doi:10.1007/s13244-015-0386-0
pmid:25708993
pmcid:PMC4349897
fatcat:m7eyvqcwojfpvf3lr5hy6dwjb4
ECR 2016 Book of Abstracts - A - Postgraduate Educational Programme
2016
Insights into Imaging
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To learn about the application of multi-energy CT in oncology. 2. To explore the possibilities of material identification and differentiation with multi-energy imaging. 3. ...
For viability imaging, the requirements with respect to the CT components are relatively low. ...
Magnetic resonance imaging with its different components such as dynamic contrast-enhanced imaging, diffusion-weighted imaging and "fat and iron" imaging, imaging with hepatocyte-specific contrast agents ...
doi:10.1007/s13244-016-0474-9
pmid:26873353
pmcid:PMC4762839
fatcat:itxslbcacjhh3kixfkcwmdbt44
ECR 2011 Book of Abstracts - A - Postgraduate Educational Programme
2011
Insights into Imaging
Preserved Fulltext
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To learn about the application of multi-energy CT in oncology. 2. To explore the possibilities of material identification and differentiation with multi-energy imaging. 3. ...
For viability imaging, the requirements with respect to the CT components are relatively low. ...
Magnetic resonance imaging with its different components such as dynamic contrast-enhanced imaging, diffusion-weighted imaging and "fat and iron" imaging, imaging with hepatocyte-specific contrast agents ...
doi:10.1007/s13244-011-0078-3
pmid:23100070
pmcid:PMC3533621
fatcat:qa3ln4hhvve2hhumgwwnmykgoe
ECR 2013 Book of Abstracts - A - Postgraduate Educational Programme
2013
Insights into Imaging
Preserved Fulltext
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To learn about the application of multi-energy CT in oncology. 2. To explore the possibilities of material identification and differentiation with multi-energy imaging. 3. ...
For viability imaging, the requirements with respect to the CT components are relatively low. ...
Magnetic resonance imaging with its different components such as dynamic contrast-enhanced imaging, diffusion-weighted imaging and "fat and iron" imaging, imaging with hepatocyte-specific contrast agents ...
doi:10.1007/s13244-013-0227-y
pmid:23468009
pmcid:PMC3666656
fatcat:yitsk227mba2pl7wcypouf6tz4
ECR 2012 Book of Abstracts - A - Postergraduate Educational Programme
2012
Insights into Imaging
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Beside abdominal plain film and ultrasonography (US), computed tomography (CT) and magnetic resonance imaging (MRI) are two new and powerful imaging methods that have basically revolutionised the role ...
To date, contrastenhanced CT is the gold standard in the study of acute abdomen. MRI can add crucial additional information with its superior intrinsic contrast and the options of functional-MRI. ...
Multi-detector CT (MDCT) with its shorter scan time and increased accuracy has become the gold standard for most indications in trauma imaging. ...
doi:10.1007/s13244-012-0153-4
pmid:22696127
pmcid:PMC3481066
fatcat:te6ctbtakzh5njsw43geghw3ta
Abstracts Of The 16 Th International Conference On Electrical Bio-Impedance And 17 Th International Conference On Electrical Impedance Tomography
[article]
2016
Zenodo
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16 th International Conference on Electrical Bio-Impedance (ICEBI) 17 th International Conference on Electrical Impedance Tomography (EIT) Stockholm 19–23 June 2016 Book of Abstracts ...
'e' was approximately 3% in ellipse shape without noise, 7% in ellipse shape with noise and 7% in two CT images respectively. ...
Networks (ANN), for classification of bioimpedance data and their ability to discriminate intraneural placements from other tissue types. ...
doi:10.5281/zenodo.55753
fatcat:fh3blon7kfhonbepjfllnwqjbq
A - Postgraduate Educational Programme
2010
Insights into Imaging
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To outline the role of functional CT in view of risks and benefits.
A-107 16:21 Multi-energy: An approach to functional imaging with CT P. ...
To understand the principle and potential benefit of multi-energy and spectral imaging. 2. To learn how multi-energy CT may replace multi-phase imaging, giving rise to functional analyses. 3. ...
We will also discuss the role of multi-detector CT and other imaging modalities in the evaluation and management of patients with hemoptysis together with a proposal of a diagnostic algorithm. ...
doi:10.1007/s13244-010-0010-2
pmid:23099630
pmcid:PMC3534349
fatcat:5fiszmj5unftrhizcn3encksgy
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