DeepCOVIDExplainer: Explainable COVID-19 diagnosis based on chest X-ray images

MR Karim, T Döhmen, D Rebholz-Schuhmann… - arXiv preprint arXiv …, 2020 - arxiv.org
… reduction as long as the fitting diffusion coefficient c(.) and … anisotropic diffusion model, PMF
smoothens noisy images θ(… 7×7 conv filter is decomposed into a stack of three 3×3 filters with …

[PDF][PDF] A combinational filtering method for enhancing suspicious structures in chest X-rays

Z Shi, M Zhao, L He, Y Wang - Journal of Information and …, 2011 - academia.edu
… value image and the valley value image of a chest X-ray image are computed by using Top-hat
filter and Bottomhat filter, … The Laplacian is a 2-D isotropic measure of the second spatial …

Semantic Segmentation of Abnormal Lung Areas on Chest X-rays to Detect COVID-19

A Przelaskowski, M Jasionowska-Skop… - … Conference on Information …, 2022 - Springer
… segment the lung tissue area in chest radiograms (called a chest X-ray: … to RT-PCR or CT
imaging tests, having an X-ray image is an … Pattern analysis and the ability to filter CBIR results …

Automated extraction of aorta and pulmonary artery in mediastinum from 3D chest X-ray CT images without contrast medium

T Kitasaka, K Mori, J Hasegawa… - … Imaging 2002: Image …, 2002 - spiedigitallibrary.org
… Nowadays utilization of images of isotropic resolution becomes very common in medical …
input image by using a median filter and an opening operation.ÇE We employ the median filter

A hybrid medical image denoising based on block matching 3D collaborative filtering

A Annavarapu, S Borra, VBR Dinnepu, MP Mishra - SN Computer Science, 2023 - Springer
… on chest X-ray images and the other on MRI and CT images. … -deconvolution results of the
isotropic tissue. To avoid this … The mathematical representation of the Wiener filter is given …

[PDF][PDF] Medical X-ray image classification using Gabor-based CS-local binary patterns

F Ghofrani, MS Helfroush, H Danyali… - Int Conf Electron …, 2012 - researchgate.net
Anisotropic diffusion filter proposed by P. Perona and J. Malik in order to reduce … images,
is employed. They put forward an anisotropic diffusion (AD) equation to smooth a noisy image

Unified wavelet and gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images

S Vasilache, K Ward, C Cockrell, J Ha… - BMC medical informatics …, 2009 - Springer
X-ray computed tomography (CT) imagesAnisotropic Diffusion (SRAD) [27] filtering is
performed. SRAD is an edge sensitive speckle reducing filter which can enhance the CT images

A flexible patch based approach for combined denoising and contrast enhancement of digital X-ray images

P Irrera, I Bloch, M Delplanque - Medical image analysis, 2016 - Elsevier
… the output of a denoising filter applied to an X-ray image well approximates the ground truth
… 2.2), the NLM filter can be formulated to denoise X-ray images. The proposed filter is called …

Thoracic low-dose CT image processing using an artifact suppressed large-scale nonlocal means

Y Chen, Z Yang, Y Hu, G Yang, Y Zhu… - Physics in medicine …, 2012 - iopscience.iop.org
… The x-ray exposure to patients has become a major concern … In Mendrik et al (2009), a hybrid
anisotropic diffusion filter … and apply a differentiated enhancing diffusion process. In Chen …

Deep Convolutional Spiking Neural Network optimized with Arithmetic optimization algorithm for lung disease detection using chest X-ray images

R Rajagopal, R Karthick, P Meenalochini… - … Signal Processing and …, 2023 - Elsevier
… Then, the chest X-ray images are pre-processed using the Anisotropic Diffusion Filter
Based Unsharp Masking and crispening scheme for removing noise and enhancing the …