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Image denoising for magnetic resonance imaging medical images using improved generalized cross‐validation based on the diffusivity function

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1 of the 34 references listed on this page is in the Retraction Watch database as retracted (export 2026-11-11): 10.1007/s00500-020-05113-1 (notice 2024-08-12).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/ima.22302openalex-snapshot
Denoising and segmentation of MR images using fourth order non‐linear adaptive PDE and new convergent clustering
inferredcites →https://doi.org/10.1002/ima.22429openalex-snapshot
Modified transform‐based gamma correction for MRI tumor image denoising and segmentation by optimized histon‐based elephant herding algorithm
inferredcites →https://doi.org/10.1007/s00371-017-1418-1openalex-snapshot
Poisson noise removal of images on graphs using tight wavelet frames
inferredcites →https://doi.org/10.1007/s00500-020-05113-1openalex-snapshot
RETRACTED ARTICLE: Segmentation of spinal cord from computed tomography images based on level set method with Gaussian kernel
inferredcites →https://doi.org/10.1007/s11042-013-1620-8openalex-snapshot
Edge preservation of impulse noise filtered images by improved anisotropic diffusion
inferredcites →https://doi.org/10.1007/s11042-020-09675-yopenalex-snapshot
An optimized SVM based possibilistic fuzzy c-means clustering algorithm for tumor segmentation
inferredcites →https://doi.org/10.1007/s11042-020-09745-1openalex-snapshot
Improved partial differential equation-based total variation approach to non-subsampled contourlet transform for medical image denoising
inferredcites →https://doi.org/10.1016/j.camwa.2016.06.005openalex-snapshot
Efficient diffusion coefficient for image denoising
inferredcites →https://doi.org/10.1016/j.camwa.2016.07.004openalex-snapshot
An advanced and adaptive mathematical function for an efficient anisotropic image filtering
inferredcites →https://doi.org/10.1016/j.compeleceng.2016.04.012openalex-snapshot
Variational image inpainting technique based on nonlinear second-order diffusions
inferredcites →https://doi.org/10.1016/j.dsp.2015.09.013openalex-snapshot
Rapid and efficient image restoration technique based on new adaptive anisotropic diffusion function
inferredcites →https://doi.org/10.1016/j.dsp.2017.02.004openalex-snapshot
An adaptive diffusion coefficient selection for image denoising
inferredcites →https://doi.org/10.1016/j.engappai.2015.10.008openalex-snapshot
Image denoising by using PDE and GCV in tetrolet transform domain
inferredcites →https://doi.org/10.1016/j.patcog.2012.11.012openalex-snapshot
On the choice of the parameters for anisotropic diffusion in image processing
inferredcites →https://doi.org/10.1016/j.patrec.2010.06.004openalex-snapshot
An improved anisotropic diffusion model for detail- and edge-preserving smoothing
inferredcites →https://doi.org/10.1016/j.procs.2014.08.133openalex-snapshot
Robust Anisotropic Diffusion Scheme for Image Noise Removal
inferredcites →https://doi.org/10.1016/j.sigpro.2009.07.009openalex-snapshot
Fast interscale wavelet denoising of Poisson-corrupted images
inferredcites →https://doi.org/10.1016/j.sigpro.2013.02.020openalex-snapshot
Image denoising using modified Perona–Malik model based on directional Laplacian
inferredcites →https://doi.org/10.1016/j.sigpro.2015.07.017openalex-snapshot
An improved anisotropic diffusion filter with semi-adaptive threshold for edge preservation
inferredcites →https://doi.org/10.1016/j.sigpro.2016.12.025openalex-snapshot
The development of the quaternion wavelet transform
inferredcites →https://doi.org/10.1016/j.tcs.2021.06.005openalex-snapshot
DESN: An unsupervised MR image denoising network with deep image prior
inferredcites →https://doi.org/10.1080/00207160.2015.1011144openalex-snapshot
An improved noise removal model based on nonlinear fourth-order partial differential equations
inferredcites →https://doi.org/10.1080/01630563.2015.1066388openalex-snapshot
Nonlinear PDE Model for Image Restoration Using Second-Order Hyperbolic Equations
inferredcites →https://doi.org/10.1109/83.862633openalex-snapshot
Adaptive wavelet thresholding for image denoising and compression
inferredcites →https://doi.org/10.1109/access.2018.2844163openalex-snapshot
A Hybrid Model for Image Denoising Combining Modified Isotropic Diffusion Model and Modified Perona-Malik Model
inferredcites →https://doi.org/10.1109/cvpr.2018.00984openalex-snapshot
Deep Image Prior
inferredcites →https://doi.org/10.1109/tip.2003.819229openalex-snapshot
Noise removal using fourth-order partial differential equation with applications to medical magnetic resonance images in space and time
inferredcites →https://doi.org/10.1155/2012/832836openalex-snapshot
Data‐Driven Adaptive Observer for Fault Diagnosis
inferredcites →https://doi.org/10.1155/2013/283426openalex-snapshot
Output Feedback Control of Discrete Impulsive Switched Systems with State Delays and Missing Measurements
inferredcites →https://doi.org/10.1155/2013/890157openalex-snapshot
Image Denoising via Nonlinear Hybrid Diffusion
inferredcites →https://doi.org/10.11591/ijece.v8i2.pp971-978openalex-snapshot
Image Denoising by using Modified SGHP Algorithm
inferredcites →https://doi.org/10.1214/09-ss054openalex-snapshot
A survey of cross-validation procedures for model selection
inferredcites →https://doi.org/10.1364/ol.33.002179openalex-snapshot
Second-order oriented partial-differential equations for denoising in electronic-speckle-pattern interferometry fringes
inferredcites →https://doi.org/10.18178/ijmlc.2019.9.3.800openalex-snapshot
A Review of Image Denoising and Segmentation Methods Based on Medical Images

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/ima.22870openalex-snapshot
AlexNet‐NDTL : Classification of MRI brain tumor images using modified AlexNet with deep transfer learning and Lipschitz‐based data augmentation
inferred← citeshttps://doi.org/10.1002/jemt.70072openalex-snapshot
Enhancing Microscopic Image Quality With DiffusionFormer and Crow Search Optimization
inferred← citeshttps://doi.org/10.1007/s00500-024-09628-9openalex-snapshot
A fast computational technique based on a novel tangent sigmoid anisotropic diffusion function for image-denoising
inferred← citeshttps://doi.org/10.1007/s11042-022-14045-xopenalex-snapshot
Brain tumor MRI image segmentation using an optimized multi-kernel FCM method with a pre-processing stage
inferred← citeshttps://doi.org/10.1007/s11042-023-14457-3openalex-snapshot
A novel diffusivity function-based image denoising for MRI medical images
inferred← citeshttps://doi.org/10.1007/s11042-024-18233-9openalex-snapshot
An efficient method for MRI brain tumor tissue segmentation and classification using an optimized support vector machine
inferred← citeshttps://doi.org/10.1007/s11042-024-20130-0openalex-snapshot
Effectiveness of generative adversarial networks in denoising medical imaging (CT/MRI images)
inferred← citeshttps://doi.org/10.1016/b978-0-443-15452-2.00012-1openalex-snapshot
A fine-tuned deep transfer learning model in classifying multiclass brain tumors for preclinical MRI image analysis
inferred← citeshttps://doi.org/10.1016/j.jrras.2024.101065openalex-snapshot
A study of blind denoising algorithms for two-scale real images based on partial differential equations
inferred← citeshttps://doi.org/10.1016/j.jrras.2024.101074openalex-snapshot
Denoising method for X-ray images with poisson-Gaussian noise based on a new threshold function and shearlet transform
inferred← citeshttps://doi.org/10.1063/5.0195859openalex-snapshot
Detection of glaucoma in retinal image using support vector machine
inferred← citeshttps://doi.org/10.1063/5.0298309openalex-snapshot
Deep fake detection in images and videos using ResNet and Meso4
inferred← citeshttps://doi.org/10.1063/5.0298318openalex-snapshot
Automated lung nodules detection using image processing and machine learning techniques
inferred← citeshttps://doi.org/10.1080/13682199.2026.2697661openalex-snapshot
Image denoising method combining wavelet denoising and improved non-local mean algorithm
inferred← citeshttps://doi.org/10.1109/asiancon58793.2023.10270572openalex-snapshot
Multiclass MRI Brain Tumour Classification with Deep Transfer Learning
inferred← citeshttps://doi.org/10.1109/esci59607.2024.10497368openalex-snapshot
Kernel Based FCM for Spinal Cord Segmentation on Computed Tomography Images
inferred← citeshttps://doi.org/10.1109/icbsii65145.2025.11013191openalex-snapshot
Chronic Kidney Disease Prediction using DL: A Comparative Study of CNN VGG16 and MOBILENET
inferred← citeshttps://doi.org/10.1109/icdcece68961.2026.11645856openalex-snapshot
Denoising and Enhancement Methods for Complex Image Signals based on Deep Learning and Convolutional Neural Networks
inferred← citeshttps://doi.org/10.1109/icerect56837.2022.10060551openalex-snapshot
A General Regression Neural Network based Blurred Image Restoration
inferred← citeshttps://doi.org/10.1109/icidea59866.2023.10295200openalex-snapshot
Brain Tumor Detection using modified VGG-19 and Inception ResnetV2 models
inferred← citeshttps://doi.org/10.1109/icoei56765.2023.10125589openalex-snapshot
Kidney Cancer Detection using Deep Learning Models
inferred← citeshttps://doi.org/10.1109/iconat57137.2023.10080148openalex-snapshot
Breast Cancer Classification using CNN with Transfer Learning Models
inferred← citeshttps://doi.org/10.1109/icosec54921.2022.9951958openalex-snapshot
Brain Tumor Detection using Convolution Neural Network with Data Augmentation
inferred← citeshttps://doi.org/10.1109/icosec58147.2023.10275897openalex-snapshot
An Optimized CNN Method for Multi-Class MRI Brain Tumor Classification
inferred← citeshttps://doi.org/10.1109/icosec58147.2023.10276182openalex-snapshot
A Comprehensive Method for MRI Brain Tumor Classification Using Hybrid CNN and Feature Selection
inferred← citeshttps://doi.org/10.1109/icrtec56977.2023.10111883openalex-snapshot
Brain Tumor Detection Using the Inception Deep Learning Technique
inferred← citeshttps://doi.org/10.1109/smartgencon56628.2022.10084165openalex-snapshot
Devanagari Script Digit Classification using modified AlexNet with Transfer Learning
inferred← citeshttps://doi.org/10.1109/smartgencon56628.2022.10084300openalex-snapshot
Handwritten Telugu Vowel Character Classification Using Modified 25-Layer AlexNET With Transfer Learning
inferred← citeshttps://doi.org/10.1109/vitecon58111.2023.10157593openalex-snapshot
An efficient image-denoising method using a deep learning technique
inferred← citeshttps://doi.org/10.4208/jcm.2503-m2024-0010openalex-snapshot
An Adaptive Algorithm for L1-Fidelity Color Image Restoration
inferred← citeshttps://doi.org/10.52756/ijerr.2024.v44spl.005openalex-snapshot
An Effective PDE-based Thresholding for MRI Image Denoising and H-FCM-based Segmentation
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