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Paper Citation Record · LEDGER

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis

As of 9 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 1 inbound Pith citation observation for arXiv:2505.23353.

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

pith.paper-citation-record.v1
2505.23353 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:53:14.677443Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T06:53:51.211617Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T06:57:28.197581Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact5
  • verified fuzzy52
  • unresolved12
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 529fa249-8a55-4828-9b89-54d25a04cd97 · outbound

This paper cites Brain tumor classification using a combination of vari- ational autoencoders and generative adversarial networks.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Brain tumor classification using a combination of vari- ational autoencoders and generative adversarial networks

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 5ae771a9-d627-49b3-9fd2-7bf4d0766884 · outbound

This paper cites Synthetic mri for stroke: a qualitative and quantitative pilot study.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Synthetic mri for stroke: a qualitative and quantitative pilot study

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:29.617667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 759bbd4e-f242-4f85-aedf-ef1e5369fdb6 · outbound

This paper cites From noisy predic- 8 tion to true label: Noisy prediction calibration via generative model, 2022.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis From noisy predic- 8 tion to true label: Noisy prediction calibration via generative model, 2022

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d0782ba9-a8d5-4181-baa8-6bc35aadb9d6 · outbound

This paper cites Bagnato, P.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Bagnato, P

Reference 4

Resolution
verified exact
doi, observed 2026-08-07T12:53:28.298739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b8df7b67-0d59-4d53-8eb8-b4899221f5d4 · outbound

This paper cites Callaghan, Siawoosh Mohammadi, and Nikolaus Weiskopf.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Callaghan, Siawoosh Mohammadi, and Nikolaus Weiskopf

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 17c8e4ab-3816-414f-a150-770659d95e19 · outbound

This paper cites Chan, Connor Z.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Chan, Connor Z

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 46f3f966-f27a-4d0e-8aea-e6a3067ee8b3 · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 7

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 28676fe1-6018-4416-98fe-8cc89ce6ee29 · outbound

This paper cites Inverting the generator of a generative adversarial network.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Inverting the generator of a generative adversarial network

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 328d1d86-85a0-42d2-8a61-3901d5efea2a · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 9

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b41ead96-b4cb-4da7-b526-64b4037f6fab · outbound

This paper cites Consensus of algorithms for lesion segmentation in brain mri studies of multiple scle- rosis.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Consensus of algorithms for lesion segmentation in brain mri studies of multiple scle- rosis

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e7b5fd22-c231-427a-b65e-0a2b5ea71aa8 · outbound

This paper cites 3d-aware conditional image synthesis, 2023.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis 3d-aware conditional image synthesis, 2023

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:08.578527Z digest=sha256:e52a00512ff076999ff40cf1f748ce9e2f2b8c7a6074c0196dfbb2f4d481fd46

Observation ea2db639-54b7-438e-8981-d7eb50a06425 · outbound

This paper cites Dimov, Thanh D.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Dimov, Thanh D

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c5129612-5e4a-496f-946c-e7fa6884c827 · outbound

This paper cites Mri criteria for the diagnosis of multiple sclerosis: Magnims consensus guidelines.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Mri criteria for the diagnosis of multiple sclerosis: Magnims consensus guidelines

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 875a9e52-f84e-4db7-ab3f-ba60c9907c94 · outbound

This paper cites Assessing ro- bustness of quantitative susceptibility-based mri radiomic features in patients with multiple sclerosis.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Assessing ro- bustness of quantitative susceptibility-based mri radiomic features in patients with multiple sclerosis

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:26.084244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:08.985066Z digest=sha256:dfb1c57d81c01e824a77722d2442593b4b4eb1f25bba0eca4273330cc499cb96

Observation d541538e-9761-4cb5-8328-4f7bc061455e · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 15

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 88f2cf0e-e7a5-462b-b7f4-5c9cd84ede32 · outbound

This paper cites Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:25.762357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 741717ae-758e-44ee-8874-4dad5afc487b · outbound

This paper cites Alexander, Steven E.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Alexander, Steven E

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 6fe83070-8d3d-428e-88bd-c6b053d60087 · outbound

This paper cites Syn- thetic data in ai: Challenges, applications, and ethical impli- cations, 2024.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Syn- thetic data in ai: Challenges, applications, and ethical impli- cations, 2024

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:25.269980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 8156a778-d7ed-4a68-8504-016df2bc316f · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:09.549654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation afa426d5-7e00-4b3f-92d5-82937e2a9a2e · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium, 2018.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Gans trained by a two time-scale update rule converge to a local nash equilib- rium, 2018

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:24.901543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 900ca93b-2397-4aa8-adcf-7fe2a5ca0449 · outbound

This paper cites Riedl, Tobias Zrzavy, Celia Lerma-Martin, Gregor Kasprian, Claudia E.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Riedl, Tobias Zrzavy, Celia Lerma-Martin, Gregor Kasprian, Claudia E

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:24.639520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 1bfdc6f3-c6b6-45bf-a76d-f0decf3b75f0 · outbound

This paper cites Huang, E.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Huang, E

Reference 22

Resolution
verified exact
doi, observed 2026-08-07T12:53:24.343288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation eee5c5bd-c87a-45c8-b0ae-bc39371901dc · outbound

This paper cites Hurley, and Guangyuan Piao.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Hurley, and Guangyuan Piao

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4c46340d-05b8-49c1-9144-1ff3a3d10584 · outbound

This paper cites Iglesias, Benjamin Billot, Ya ¨el Balbastre, Colin Magdamo, Steven E.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Iglesias, Benjamin Billot, Ya ¨el Balbastre, Colin Magdamo, Steven E

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:23.716356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7fcb085e-6c11-4380-94f7-066f0d266f27 · outbound

This paper cites Paramagnetic rims in multiple scle- rosis and neuromyelitis optica spectrum disorder: A quanti- tative susceptibility mapping study with 3-t mri.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Paramagnetic rims in multiple scle- rosis and neuromyelitis optica spectrum disorder: A quanti- tative susceptibility mapping study with 3-t mri

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:23.501009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 43adcce6-464f-4101-ae7d-0078d865ea42 · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:23.329420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 1f74d9a3-a12b-4e42-897f-b3c8febf1218 · outbound

This paper cites A style-based generator architecture for generative adversarial networks,.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis A style-based generator architecture for generative adversarial networks,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:10.246357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 60f614b9-c746-4692-b4eb-3935d996ed6e · outbound

This paper cites Training generative adver- sarial networks with limited data, 2020.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Training generative adver- sarial networks with limited data, 2020

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:23.053338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 30906930-82b7-4ef3-8214-3f7f01ac29d9 · outbound

This paper cites Analyzing and improving the image quality of stylegan, 2020.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Analyzing and improving the image quality of stylegan, 2020

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:22.840159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b7acb6e6-d8d6-4902-9cb8-fd369be86850 · outbound

This paper cites Kaunzner and Susan A.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Kaunzner and Susan A

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:22.574842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:10.485486Z digest=sha256:2c43f7f8b18889f192ecb1a57eec83c1c9d8a89021c6ccf12b56b60b7456808c

Observation ef55a81d-65a9-4607-bc9d-5fddba8939cc · outbound

This paper cites Prior image- constrained reconstruction using style-based generative models.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Prior image- constrained reconstruction using style-based generative models

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:22.340293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e73bb44f-f261-4b62-8c43-80d60f4a284e · outbound

This paper cites Convolutional networks for images, speech, and time series , page 255–258.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Convolutional networks for images, speech, and time series , page 255–258

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:22.150894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:10.623820Z digest=sha256:093a846cff1de7fce46a24453c627f4c62d2c37b0acedbb106f4d40f7a65a9b3

Observation 40b9a0f8-c9c5-4487-b1b2-f98d37e9b884 · outbound

This paper cites Detecting alzheimer’s disease on small dataset: A knowledge transfer perspective.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Detecting alzheimer’s disease on small dataset: A knowledge transfer perspective

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:21.942956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:10.679048Z digest=sha256:603419e623269affb2327e3b1f759b69319dbcfb60794ea016773bf0cfc4587a

Observation f459a538-c1f8-4173-b588-1d65246bf766 · outbound

This paper cites Morphology enabled dipole inversion (medi) from a single- angle acquisition: Comparison with cosmos in human brain imaging.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Morphology enabled dipole inversion (medi) from a single- angle acquisition: Comparison with cosmos in human brain imaging

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:21.707169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:10.747997Z digest=sha256:7788ef47657708999941e59b563a996cddff67e8d4704025bdb1da4dac6a1d2f

Observation 831a681f-8e9d-4d52-80ff-816864179967 · outbound

This paper cites Medi+0: Morphology enabled dipole inversion with automatic uniform cerebrospinal fluid zero reference for quantitative susceptibility mapping.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Medi+0: Morphology enabled dipole inversion with automatic uniform cerebrospinal fluid zero reference for quantitative susceptibility mapping

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:21.452526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:10.843852Z digest=sha256:d4474791ecb501fe7f5b1b38840f40612617862390de9759d49df1374af9951a

Observation 5ffc22fb-1143-401d-bb0f-af63c23e9501 · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 36

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T12:53:15.697286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:10.909817Z digest=sha256:28e0b00e1490482cf92fbcfc670138c3256a4a989c6e600fb8af0cae85584f0e

Observation 2d127ad8-85ea-4e70-ba8a-532cc62828e3 · outbound

This paper cites Qsm-rimds: A detection and segmenta- tion tool for paramagnetic rim lesions in multiple sclerosis,.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Qsm-rimds: A detection and segmenta- tion tool for paramagnetic rim lesions in multiple sclerosis,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:21.188923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:10.975576Z digest=sha256:ddeecf2ae250549399429b80a3f26ff96a6f9ed60f13b66043abf18f54e153cc

Observation 86f581db-de1c-440a-a1e7-a857a8614cbc · outbound

This paper cites Maggi, P.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Maggi, P

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:11.046892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:11.046892Z digest=sha256:809660caf8022eb25da466c388e5deb234f0712a376dd788cf323c71e7526e5d

Observation 5bee4be4-c491-49b3-9a27-5b7551cef424 · outbound

This paper cites Employing deep learning and transfer learning for accurate brain tumor detection.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Employing deep learning and transfer learning for accurate brain tumor detection

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:20.957370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:11.117525Z digest=sha256:130f6a9d66ade539f4269c53cf86fcb47186547c10293c1e5340a1d33cc9535e

Observation 54d8cd40-c118-42f3-a1d4-28f0feaa0196 · outbound

This paper cites Mey, Kedar R.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Mey, Kedar R

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:20.700842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:11.174701Z digest=sha256:4301950f5cfc1227d6e448a7abb0b002c93e1424ff8afc15c5b83b8ff90ad5e8

Observation 50904d60-384d-4246-8b27-5150b1972df6 · outbound

This paper cites Conditional Generative Adversarial Nets.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Conditional Generative Adversarial Nets

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:11.238630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:11.238630Z digest=sha256:20572bcddac2472365de6bc89e9eabd16f54c5ede8f46d04cb18595edf149dd3

Observation a68b3906-8b27-4995-aaa1-1eea747d7fc4 · outbound

This paper cites A deep learning ap- proach for synthetic mri based on two routine sequences and training with synthetic data.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis A deep learning ap- proach for synthetic mri based on two routine sequences and training with synthetic data

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:20.506428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:11.309987Z digest=sha256:f2814f5f95ef8e4c1081fbb8c49a647439cbf9f1910ad1c9611a1805a6fd7b49

Observation d78b7f4d-1263-449d-8612-330ed4b8f0c0 · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:20.263633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:11.429647Z digest=sha256:b0cc59969a5644d110fa424cd70f9cddafa5f6017e5783f4824cfed4dbd2a1ff

Observation b0543e38-cb85-48a0-aa22-9ff359337af8 · outbound

This paper cites Do 2d gans know 3d shape? unsupervised 3d shape reconstruction from 2d image gans.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Do 2d gans know 3d shape? unsupervised 3d shape reconstruction from 2d image gans

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:19.876053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:11.577976Z digest=sha256:04aef4951d68a65e71750aef78682852008daa4eef07daff2d0e400493f00280

Observation f2dd6ee8-ce8e-4f58-9e78-be773b741db7 · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:11.673954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:11.673954Z digest=sha256:d1fce5d7d6e5a13c72f63031469a0d18c41cc18438d23a11837ffaa040ef991b

Observation 4cd98b4b-5774-4c93-b7c6-26fdf6e32a7e · outbound

This paper cites Roberts, Dominick J.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Roberts, Dominick J

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:19.518552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:11.838491Z digest=sha256:3a6c9adb22aa417581bda33727c2053b104b411e2724fbdb19383875f5474f3b

Observation f8829584-4e8c-4d57-86de-57bad81d1c37 · outbound

This paper cites Quantitative susceptibility mapping radiomics with label noise compensation for predicting deep brain stimulation outcomes in parkinson’s disease.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Quantitative susceptibility mapping radiomics with label noise compensation for predicting deep brain stimulation outcomes in parkinson’s disease

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:19.372754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:11.962809Z digest=sha256:aab2f7a65b56153eed5615b809f84a32a17d6abfa029fe0d3ed44901edba5261

Observation 63a33d6c-4b7c-43c6-9a4a-5ed8c6083534 · outbound

This paper cites Robertson and N.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Robertson and N

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:19.136584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:12.117291Z digest=sha256:9ba2f796278a1c74321ac35e85d6dd06cc2c9c5a42740f0e71d55c9f8db6dd30

Observation 6b6b00d7-fa07-462d-8ecb-cb78d78ef3ef · outbound

This paper cites Multiple sclerosis lesion synthesis in mri us- ing an encoder-decoder u-net.IEEE Access, 7:25171–25184,.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Multiple sclerosis lesion synthesis in mri us- ing an encoder-decoder u-net.IEEE Access, 7:25171–25184,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:18.996894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:12.218860Z digest=sha256:4dd3e5b3ce3f107c53d973cbda66a4b8c38797cce8ad0fcb1541b91c475e63d5

Observation 59c33ff6-4bf2-4f3f-8b08-223295bde16b · outbound

This paper cites Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:12.347786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:12.347786Z digest=sha256:72447e331a40db2bf81b8db33d78ab2232feb6c17efe375ed60055952ef28182

Observation b2a6c86f-2a05-49f7-9b52-91aad7ccc0eb · outbound

This paper cites Very deep convo- lutional networks for large-scale image recognition, 2015.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Very deep convo- lutional networks for large-scale image recognition, 2015

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:18.876052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:12.529278Z digest=sha256:ec7cecc748c07da27eb8abd952d8f2107805293115a1f0cc1e46eda981568916

Observation d5ca0676-7172-46e3-a0ef-20de35561ecb · outbound

This paper cites Simulating brain gradient-echo mag- netic resonance images through microstructural modeling.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Simulating brain gradient-echo mag- netic resonance images through microstructural modeling

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:18.701088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:12.680506Z digest=sha256:c36a89ddc6e982cccbb4c3b37b38b01c4c3b6f0d705dcb753b30f639d8624da8

Observation ba082f97-b8cb-4513-bc5c-c361dee9bc7f · outbound

This paper cites Hicks, Hugo L.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Hicks, Hugo L

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:18.556601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:12.854434Z digest=sha256:778d53ffdf976b61ff331eec7c61ac618a22fc5457603807a24bba4cdd1cbd2e

Observation 0de98a8d-84d3-4d1b-b935-22759356474c · outbound

This paper cites Robustness of conditional gans to noisy labels, 2018.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Robustness of conditional gans to noisy labels, 2018

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:18.424648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:12.955559Z digest=sha256:bc1e1b35c8e0b511bef51d743aefb2ca7596a2f39b52b9d1461a9fc3761a8e16

Observation 380cbf25-2231-4216-b3a8-6bb4e73b04e1 · outbound

This paper cites Clarke, Nikos Evangelou, Sandy Pa- tel, Andrew Dwyer, Marc Agzarian, Stephen Bacchi, and Mark Slee.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Clarke, Nikos Evangelou, Sandy Pa- tel, Andrew Dwyer, Marc Agzarian, Stephen Bacchi, and Mark Slee

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:18.222673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:13.074129Z digest=sha256:0eadc66db476b19c8b379cee8b855c18885b35ea851703cb78fd34c1962eb8ba

Observation fc1b0427-4f81-47c2-8eed-8cf9e18f8599 · outbound

This paper cites A mixed- supervision multilevel gan framework for image quality en- hancement, 2021.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis A mixed- supervision multilevel gan framework for image quality en- hancement, 2021

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:18.057179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:13.233553Z digest=sha256:32dd999387883d15494f2785a144cc8620b0b3b9c3d835361c42e5699d6e2b86

Observation 23050f38-d9c9-438a-9d57-eb498687b7aa · outbound

This paper cites Transfer learning in magnetic resonance brain imaging: A systematic review.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Transfer learning in magnetic resonance brain imaging: A systematic review

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:17.781488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:13.402554Z digest=sha256:680a8f8e44c9af0159fae674aaaa5f3e53194a312f2b09295c66a723ee7ff504

Observation e95664c2-2542-4476-86b8-9f0871e5371e · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 58

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T12:53:15.283867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:13.509827Z digest=sha256:012dcc1fd5b73733f474dd9707f68c552a01c4ddf3e5f069ea54d339b2e3309d

Observation 67732d9b-f434-4df9-8cbf-22d7595156f9 · outbound

This paper cites Covidgan: Data augmentation using auxiliary classifier gan for improved covid-19 detection.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Covidgan: Data augmentation using auxiliary classifier gan for improved covid-19 detection

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:17.600561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:13.613802Z digest=sha256:1a17c307027bde3b595006b82a974fc3bef679e982fa1781c13c306eb3633288

Observation a5facd82-3a27-4914-b7b1-c09d73a5172a · outbound

This paper cites Rising prevalence of multiple sclero- sis worldwide: Insights from the atlas of ms, third edition.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Rising prevalence of multiple sclero- sis worldwide: Insights from the atlas of ms, third edition

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:17.449781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:13.677614Z digest=sha256:755eb400c5f82bda72d6e5abe88a10af0a960a854e7c1c5943fcc52eb39d1c34

Observation 60980da0-01a1-4cd5-85a6-29f2119587a1 · outbound

This paper cites an unresolved cited work.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Unresolved cited work

Reference 61

Resolution
verified exact
doi, observed 2026-08-07T12:53:14.890032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:13.740558Z digest=sha256:f2cb7408a4511c46da8812aaef0ffb7b555bbd488e46a3e20ceaf699007b6950

Observation b007bd0a-9395-4769-b5c2-451c7ecb8169 · outbound

This paper cites Differential diagnosis of multiple sclerosis and other inflam- matory cns diseases.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Differential diagnosis of multiple sclerosis and other inflam- matory cns diseases

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:17.243042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:13.799330Z digest=sha256:f421762b1dcba3c6653a5f3be30e96c2730ed9f2c0daf7fb6fa8da9dffefc19b

Observation 9982114d-5676-450a-8cda-c699c41e1d96 · outbound

This paper cites Montanez.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Montanez

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:17.060813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:13.914295Z digest=sha256:14266ddd2e133c75bbf12460bc1825575fd55b825bd504f0b321110b0a54b0d7

Observation 2e563a94-5434-4f36-bdf0-8c56c5ad8b6c · outbound

This paper cites Gan inversion: A survey,.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Gan inversion: A survey,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:16.863833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:14.049186Z digest=sha256:99ebceb06cfb0bd41c30509715937d76f3b96fbfd48f048d65a19be6dab48216

Observation 0eba5afb-aebf-46eb-b9c2-8de8f1bde079 · outbound

This paper cites Synaug: Exploiting synthetic data for data imbalance problems, 2024.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Synaug: Exploiting synthetic data for data imbalance problems, 2024

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:16.642112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:14.194567Z digest=sha256:c40177a5573753a508d7e8e15ab8d664ace793c5c01e80e62d28ffa55b2fc55d

Observation 9571990a-d0d6-4b88-b06f-4af69e05f2aa · outbound

This paper cites Nguyen, Jinwei Zhang, Melanie Marcille, Pascal Spincemaille, Yi Wang, Susan A.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Nguyen, Jinwei Zhang, Melanie Marcille, Pascal Spincemaille, Yi Wang, Susan A

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:16.426813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:14.289522Z digest=sha256:6b7e03a53ea4a870d6dcd65e009b01b6f561bcf7ab0970d2ab8dd215b5b972bb

Observation 51ef082f-992c-43de-9b26-0b788134c40e · outbound

This paper cites Efros, Eli Shecht- man, and Oliver Wang.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Efros, Eli Shecht- man, and Oliver Wang

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:16.276974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:53:14.392679Z digest=sha256:d193663d758895d2c182e566d11ff7ccd7b1d1eecbec099b6fd1b0ea0f2da4ab

Observation 47318729-b3ad-44c6-9f59-5f08d0f936ab · outbound

This paper cites Zhang, T.D.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Zhang, T.D

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:16.122049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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This paper cites Learning Deep Features for Discriminative Localization.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Learning Deep Features for Discriminative Localization

Reference 69

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This paper cites S ¸is ¸man, T.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis S ¸is ¸man, T

Reference 70

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This paper cites Epub 2022 Jun 1.

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Epub 2022 Jun 1

Reference 1546

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Pith citing papers

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Spectral Vision Transformer for Efficient Tokenization with Limited Data cites this paper.

Spectral Vision Transformer for Efficient Tokenization with Limited Data Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis

Reference 15

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