Improving Medical Images Classification with Label Noise Using Dual-Uncertainty Estimation

2022 ◽  
pp. 1-1
Author(s):  
Lie Ju ◽  
Xin Wang ◽  
Lin Wang ◽  
Dwarikanath Mahapatra ◽  
Xin Zhao ◽  
...  
Keyword(s):  
Medical Images ◽  
Uncertainty Estimation ◽  
Label Noise ◽  
Dual Uncertainty

Editor’s Pick: Regulatory and Ethical Issues in the New Era of Radiomics and Radiogenomics

EMJ Radiology ◽  
2020 ◽  
Author(s):  
Filippo Pesapane
Keyword(s):  
Ethical Issues ◽  
Medical Images ◽  
Practical Significance ◽  
Innovative Technology ◽  
New Era ◽  
Naked Eye ◽  
Disease Characteristics ◽  
The Future ◽  
Using Data ◽  
The Relationship

Radiomics is a science that investigates a large number of features from medical images using data-characterisation algorithms, with the aim to analyse disease characteristics that are indistinguishable to the naked eye. Radiogenomics attempts to establish and examine the relationship between tumour genomic characteristics and their radiologic appearance. Although there is certainly a lot to learn from these relationships, one could ask the question: what is the practical significance of radiogenomic discoveries? This increasing interest in such applications inevitably raises numerous legal and ethical questions. In an environment such as the technology field, which changes quickly and unpredictably, regulations need to be timely in order to be relevant.  In this paper, issues that must be solved to make the future applications of this innovative technology safe and useful are analysed.

High data rate transmission of medical images - Prospectus for experiments using the NASA Advanced Communications Technology Satellite

1996 ◽  
Author(s):  
Bijoy Khandheria ◽  
Marvin Mitchell ◽  
Barry Gilbert ◽  
Abdul Bengali ◽  
Kirk Garratt ◽  
...  
Keyword(s):  
Medical Images ◽  
Data Rate ◽  
High Data Rate ◽  
Communications Technology ◽  
High Data ◽  
Rate Transmission ◽  
Data Rate Transmission

A Hybrid Robust Watermarking and Encryption for Medical Images using GA Optimized DWT and SVD

2015 ◽  
Vol 2 (1) ◽  
pp. 19-27
Author(s):  
Venugopal Reddy ◽  
◽  
P. Siddaiah ◽  
Keyword(s):  
Medical Images ◽  
Robust Watermarking

Comparative Study of Different Medical Images with Noise Based On Morphology

2012 ◽  
Vol 1 (2) ◽  
pp. 27-35 ◽  
Author(s):  
V. Kalpana ◽  
T. Surendra Nath ◽  
V. Vijaya Kishore
Keyword(s):  
Comparative Study ◽  
Medical Images

Using the Sonification for Hardly Detectable Details in Medical Images

2019 ◽  
Vol 9 (7) ◽  
pp. p9146
Author(s):  
Veturia Chiroiu ◽  
Ligia Munteanu ◽  
Rodica Ioan ◽  
Ciprian Dragne ◽  
Cristian Rugină ◽  
...  
Keyword(s):  
Medical Images

Algorithms for segmentation and recognition of objects on medical images based on chiarlet transformation and neural networks

2020 ◽  
pp. 35-45
Author(s):  
Y.A. Hamad ◽  
K.V. Simonov ◽  
A.S. Kents
Keyword(s):  
Neural Networks ◽  
Image Processing ◽  
Computer Vision ◽  
Edge Detection ◽  
Medical Images ◽  
Classification Algorithms ◽  
Visual Data ◽  
Recognition Of Objects

The paper considers general approaches to image processing, analysis of visual data and computer vision. The main methods for detecting features and edges associated with these approaches are presented. A brief description of modern edge detection and classification algorithms suitable for isolating and characterizing the type of pathology in the lungs in medical images is also given.

Color Perception Algorithm of Medical Images Using Multi-features Fusion

2018 ◽  
Vol 30 (3) ◽  
pp. 375
Author(s):  
Xianhua Zeng ◽  
Aozhu Chen ◽  
Shanshan He
Keyword(s):  
Medical Images ◽  
Color Perception ◽  
Features Fusion
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