Paper Citation Record · LEDGER

Dual Path Learning -- learning from noise and context for medical image denoising

As of 23 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2507.19035.

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

pith.paper-citation-record.v1
2507.19035 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:09:09.667955Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

24 of 24 outbound references displayed

verified exact3
verified fuzzy4
unresolved10
parse uncertain0
malformed identifier6
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26d40df5-65ec-4686-9f49-bdb87a294a23 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

Dual Path Learning -- learning from noise and context for medical image denoising Image quality assessment: from error visibility to structural similarity

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:09.550751Z

Source-reported events for the cited work

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Observation 60835d73-a47f-480d-a0cf-37f77cf28bbd · outbound

This paper cites Image Quality Metrics: PSNR vs. SSIM.

Dual Path Learning -- learning from noise and context for medical image denoising Image Quality Metrics: PSNR vs. SSIM

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:09.556247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e81453d-2466-4e6e-ad4f-7c6f406531f4 · outbound

This paper cites Image denoising using wavelet transform.

Dual Path Learning -- learning from noise and context for medical image denoising Image denoising using wavelet transform

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:09:10.548017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ef2a1dc-d4c5-4068-b51c-ff2a1f8b6b0a · outbound

This paper cites ORIGA(-light): an online retinal fundus image database for glaucoma analysis and re- search.

Dual Path Learning -- learning from noise and context for medical image denoising ORIGA(-light): an online retinal fundus image database for glaucoma analysis and re- search

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:09.567201Z

Source-reported events for the cited work

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Observation 8124abb3-85c8-46b4-9387-5d4bb8972fb6 · outbound

This paper cites Non-Local Means Denoising.

Dual Path Learning -- learning from noise and context for medical image denoising Non-Local Means Denoising

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:09:10.531980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 195c3eab-6922-4835-b958-ed4e2ca156a5 · outbound

This paper cites Sparsity based denoising of spectral domain optical coherence tomography images.

Dual Path Learning -- learning from noise and context for medical image denoising Sparsity based denoising of spectral domain optical coherence tomography images

Reference 6

Resolution: verified exact; doi, observed 2026-08-15T18:09:09.774309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 73a27b12-ffa8-4e8e-a4c5-3822be373afb · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

Dual Path Learning -- learning from noise and context for medical image denoising U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:09.585916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a291e498-a394-42de-a748-e8519cd8e682 · outbound

This paper cites Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN).

Dual Path Learning -- learning from noise and context for medical image denoising Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN)

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:09:10.382424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ef47c87d-9655-48d4-9f8e-69b578aac064 · outbound

This paper cites Ultrasound Image Enhance- ment Using Structure Oriented Adversarial Network.

Dual Path Learning -- learning from noise and context for medical image denoising Ultrasound Image Enhance- ment Using Structure Oriented Adversarial Network

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-08-15T18:09:09.597154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7757a947-866f-4404-92ec-4a543565a084 · outbound

This paper cites Retinal OCT Denoising with Pseudo- Multimodal Fusion Network.

Dual Path Learning -- learning from noise and context for medical image denoising Retinal OCT Denoising with Pseudo- Multimodal Fusion Network

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-08-15T18:09:09.602149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c7f430a-eeba-4be1-8c8a-0db936fd416d · outbound

This paper cites an unresolved cited work.

Dual Path Learning -- learning from noise and context for medical image denoising Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:10.515584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 72e5cd67-abf4-4108-84b5-a1b385ba44f3 · outbound

This paper cites Learning Medical Image Denoising with Deep Dy- namic Residual Attention Network.

Dual Path Learning -- learning from noise and context for medical image denoising Learning Medical Image Denoising with Deep Dy- namic Residual Attention Network

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:09:10.500182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8330913b-c713-450a-80f5-78c8a244439e · outbound

This paper cites Feature-Guided CNN for Denoising Images From Portable Ultrasound Devices.

Dual Path Learning -- learning from noise and context for medical image denoising Feature-Guided CNN for Denoising Images From Portable Ultrasound Devices

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:09.614025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c854139-6904-4eff-a1ce-27fb739100fc · outbound

This paper cites Content-Noise Complementary Learning for Medical Image Denoising.

Dual Path Learning -- learning from noise and context for medical image denoising Content-Noise Complementary Learning for Medical Image Denoising

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-15T18:09:09.619663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd6aa1c9-13e0-46dc-839b-303ec25877e6 · outbound

This paper cites Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence To- mography.

Dual Path Learning -- learning from noise and context for medical image denoising Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence To- mography

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T18:09:10.230468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e7d4c54-2c26-4786-868c-ff0a6806ae1a · outbound

This paper cites DU-GAN: Generative Adver- sarial Networks With Dual-Domain U-Net-Based Dis- criminators for Low-Dose CT Denoising.

Dual Path Learning -- learning from noise and context for medical image denoising DU-GAN: Generative Adver- sarial Networks With Dual-Domain U-Net-Based Dis- criminators for Low-Dose CT Denoising

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:09.630718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0dec87f-9b52-4678-823e-9e80cebc9158 · outbound

This paper cites CSformer: Cross-Scale Features Fusion Based Transformer for Image Denois- ing.

Dual Path Learning -- learning from noise and context for medical image denoising CSformer: Cross-Scale Features Fusion Based Transformer for Image Denois- ing

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-15T18:09:09.635296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1115de2f-8812-4cba-87c1-69ed85a3d1d6 · outbound

This paper cites Hybrid Transformer-CNN for Real Image Denoising.

Dual Path Learning -- learning from noise and context for medical image denoising Hybrid Transformer-CNN for Real Image Denoising

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:09.639823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d5b683d-306f-41a5-802d-cc59df00a3f3 · outbound

This paper cites The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa).

Dual Path Learning -- learning from noise and context for medical image denoising The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:09.645108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf01c730-4dd0-4162-951d-89ee6d983f0b · outbound

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

Dual Path Learning -- learning from noise and context for medical image denoising A Complete Review on Image Denoising Techniques for Medical Images

Reference 20

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T18:09:10.483476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01a1429d-2322-4017-b63a-fd007afc1108 · outbound

This paper cites Low-dose CT denoising with a high-level feature refinement and dynamic convolution network.

Dual Path Learning -- learning from noise and context for medical image denoising Low-dose CT denoising with a high-level feature refinement and dynamic convolution network

Reference 21

Resolution: verified exact; doi, observed 2026-08-15T18:09:09.707114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3cf6b263-68db-49d6-b608-f3d53d6a2f14 · outbound

This paper cites Re- cent developments in denoising medical images using deep learning: An overview of models, techniques, and challenges.

Dual Path Learning -- learning from noise and context for medical image denoising Re- cent developments in denoising medical images using deep learning: An overview of models, techniques, and challenges

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:09.659562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c18fc3aa-9de4-4428-89fa-ad135bf3f514 · outbound

This paper cites Two-Stage Deep Denoising With Self-Guided Noise Attention for Multimodal Medical Images.

Dual Path Learning -- learning from noise and context for medical image denoising Two-Stage Deep Denoising With Self-Guided Noise Attention for Multimodal Medical Images

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-15T18:09:09.663485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92557959-1ed1-488b-9988-67b8a74f7fb0 · outbound

This paper cites Image denoising by sparse 3D transform-domain collaborative ltering.

Dual Path Learning -- learning from noise and context for medical image denoising Image denoising by sparse 3D transform-domain collaborative ltering

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:09:10.468386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.