Paper Citation Record · LEDGER

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2508.15011.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.15011 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:13:14.863105Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

verified exact3
verified fuzzy34
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 381e737c-976a-4220-93ce-9e3e16a0dcc6 · outbound

This paper cites A novel diffusivity function-based image denoising for MRI medical images.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks A novel diffusivity function-based image denoising for MRI medical images

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:21.803582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 86816b1d-d82d-4872-b484-57c1137f860a · outbound

This paper cites A Review of Wavelet Analysis and Its Applications : Challenges and Opportunities.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks A Review of Wavelet Analysis and Its Applications : Challenges and Opportunities

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:21.620184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 449f958e-1d19-4ee7-81f8-727ae29ee718 · outbound

This paper cites Efficient Denoising of Multi -modal Medical Image using Wavelet Transform and Singular Value Decomposition.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Efficient Denoising of Multi -modal Medical Image using Wavelet Transform and Singular Value Decomposition

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:21.478726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c130509b-3040-41b5-bc03-f8d572c4b76c · outbound

This paper cites A Study of Adaptive Fractional - Order Total Variational Medical Image Denoising.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks A Study of Adaptive Fractional - Order Total Variational Medical Image Denoising

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:21.345630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1044ef6e-c86d-4666-a923-6df1ebdb5e33 · outbound

This paper cites El-Rabaie, Anas M.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks El-Rabaie, Anas M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:21.164747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b08796ee-ca3a-4f9f-b3ba-bc3f245ccf5a · outbound

This paper cites Image denoising in the deep learning era.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Image denoising in the deep learning era

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:21.028992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa6ac2af-a385-4a4e-8756-41f700e1237c · outbound

This paper cites Multi-stage image denoising with the wavelet transform.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Multi-stage image denoising with the wavelet transform

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:20.916638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53deb5e3-2eca-45ae-92b6-a04f6a3b5d8f · outbound

This paper cites Medical image denoising using convolutional denoising autoencoders.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Medical image denoising using convolutional denoising autoencoders

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:13:15.659856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ebf9a16a-24b6-43ce-a1f0-4faf7b998ab3 · outbound

This paper cites Brain Tumor Dataset , April 2017.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Brain Tumor Dataset , April 2017

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:20.774552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 792fa82e-16de-4239-858e-c84674757f13 · outbound

This paper cites Chipman, Hugh A.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Chipman, Hugh A

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:20.587700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3eb9ac4b-770f-4615-af8f-948345d96b07 · outbound

This paper cites Ideal spatial adaptation by wavelet shrinkage.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Ideal spatial adaptation by wavelet shrinkage

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:20.430714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 83646198-43db-4bf2-9917-a47bc114ebde · outbound

This paper cites an unresolved cited work.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:13:20.275308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4590096-aa90-4f1f-a24b-01eaf3eabaec · outbound

This paper cites an unresolved cited work.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:13:20.078747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d1c1e07-9430-4b0c-99de-d977a68d64f2 · outbound

This paper cites Bovik, H.R.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Bovik, H.R

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:19.912990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3ff85cac-5068-4815-8da1-845abbcce907 · outbound

This paper cites From Classical to Deep Learning : A Systematic Review of Image Denoising Techniques.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks From Classical to Deep Learning : A Systematic Review of Image Denoising Techniques

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:19.810559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ffdb3e6f-e7e2-4fa0-b84d-c30a385aa42a · outbound

This paper cites Denoising diffusion probabilistic models for 3D medical image generation.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Denoising diffusion probabilistic models for 3D medical image generation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:19.607578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 89472b88-1ea9-4764-baf3-3cf41a16a53f · outbound

This paper cites an unresolved cited work.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:13:19.416403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2728dec2-fc1c-49cf-9b4e-8ffd1ec372b7 · outbound

This paper cites Seethalakshmi, P Hema, and Jitendra Chandrakant Musale.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Seethalakshmi, P Hema, and Jitendra Chandrakant Musale

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:19.245275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 34044f1d-2e29-42c6-a0ef-77e4b81b3fa3 · outbound

This paper cites Optimal Deep CNN – Based Vectorial Variation Filter for Medical Image Denoising.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Optimal Deep CNN – Based Vectorial Variation Filter for Medical Image Denoising

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:19.084041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f417295a-15c9-48b4-b08a-a754de4d329b · outbound

This paper cites A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:18.942566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 26189c26-4a4c-4858-8a95-047b292f121e · outbound

This paper cites A Complete Review on Image Denoising Techniques for Medical Images.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks A Complete Review on Image Denoising Techniques for Medical Images

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:18.807108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6e4b81ba-a5ca-4e40-a7e7-5b46efd73883 · outbound

This paper cites StruNet : Perceptual and low‐rank regularized transformer for medical image denoising.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks StruNet : Perceptual and low‐rank regularized transformer for medical image denoising

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:18.635991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c379d85-abe0-407c-bd9d-a0d7bb8c0cb5 · outbound

This paper cites Shrivastava.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Shrivastava

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:18.451245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b10dc37f-5edb-4dad-8b7d-c55333bdd1c7 · outbound

This paper cites Medical Image Denoising Techniques : A Review.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Medical Image Denoising Techniques : A Review

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:18.283808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5209f41c-39e7-4a5d-add3-7d23ca2e0208 · outbound

This paper cites Malathy, J.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Malathy, J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:18.106238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 00a06e79-c83e-4681-91e6-6e5297aaa7e8 · outbound

This paper cites Mohd Sagheer and Sudhish N.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Mohd Sagheer and Sudhish N

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:17.987101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 509cac4e-212e-49d3-bedc-0d8cfafed386 · outbound

This paper cites Medical image denoising using convolutional neural network: a residual learning approach.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Medical image denoising using convolutional neural network: a residual learning approach

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:17.810858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 230effa4-df98-464b-8d06-9f8a647fb34a · outbound

This paper cites Survey – Start with Image Denoising.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Survey – Start with Image Denoising

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:17.650864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9903c733-2492-41cb-aee0-42e4f5740790 · outbound

This paper cites Bhensdadia.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Bhensdadia

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:17.475114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1afabc80-0dcb-4fda-869a-1a6338724358 · outbound

This paper cites Review of Hybrid Denoising Approaches in Face Recognition : Bridging Wavelet Transform and Deep Learning.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Review of Hybrid Denoising Approaches in Face Recognition : Bridging Wavelet Transform and Deep Learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:17.313747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 32a75399-7f5e-4be1-865e-3dbecab2aad4 · outbound

This paper cites Mikhael, Jeremy P.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Mikhael, Jeremy P

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:17.113261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed36945e-78dd-491e-a1e1-01a8554891bc · outbound

This paper cites Hybrid Machine Learning Techniques for Image Denoising Based on Wavelet Transform.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Hybrid Machine Learning Techniques for Image Denoising Based on Wavelet Transform

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:16.980426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a92276a5-3e30-47c4-8709-d6576273ce1d · outbound

This paper cites Multi-level Wavelet - CNN for Image Restoration , 2018.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Multi-level Wavelet - CNN for Image Restoration , 2018

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:16.795412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bbcedd72-5a1a-4845-bfeb-4b827a44cba7 · outbound

This paper cites Wavelet analysis model inspired convolutional neural networks for image denoising.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Wavelet analysis model inspired convolutional neural networks for image denoising

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:16.621681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d76b15ab-deb5-40d8-a454-55085109f060 · outbound

This paper cites Hybrid Image Denoising Using Wavelet Transform and Deep Learning.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Hybrid Image Denoising Using Wavelet Transform and Deep Learning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:16.495419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a960c81a-c935-4f5d-a13d-64ae0256fd7d · outbound

This paper cites Densely Self -guided Wavelet Network for Image Denoising.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Densely Self -guided Wavelet Network for Image Denoising

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:16.372429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2ef9040-4a23-446a-b1b7-957f455761d0 · outbound

This paper cites Deep learning on image denoising: An overview.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Deep learning on image denoising: An overview

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:16.232257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ca413c3-b949-4273-a488-c49a7a81bdf1 · outbound

This paper cites Medical image denoising using optimal thresholding of wavelet coefficients with selection of the best decomposition level and mother wavelet.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Medical image denoising using optimal thresholding of wavelet coefficients with selection of the best decomposition level and mother wavelet

Reference 38

Resolution: verified exact; doi, observed 2026-08-05T18:13:15.175744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 34d561de-7482-40bc-9dd0-fa32be125d19 · outbound

This paper cites Noise2Noise: Learning Image Restoration without Clean Data.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Noise2Noise: Learning Image Restoration without Clean Data

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T18:13:14.539422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d259ef3-45ac-41ba-a4a7-3c6d14fee039 · outbound

This paper cites Plug-and-Play Image Restoration with Deep Denoiser Prior.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Plug-and-Play Image Restoration with Deep Denoiser Prior

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:13:15.353425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76ff82a0-1acb-4123-a558-f28cb686ed0d · outbound

This paper cites SwinIR: Image Restoration Using Swin Transformer.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks SwinIR: Image Restoration Using Swin Transformer

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T18:13:14.729296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c468d673-d211-4ca6-be67-84623338e361 · outbound

This paper cites Abdulla Al Mamun.

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks Abdulla Al Mamun

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:13:15.966991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.