Paper Citation Record · LEDGER

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification

As of 11 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2412.10776.

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

pith.paper-citation-record.v1
2412.10776 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:42:00.649141Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:33:05.652212Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T20:33:06.615299Z

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy6
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe626ea5-3399-4ad7-9fb9-02b5b5b02692 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.438357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a40faab-8f26-47af-bf94-034a6f7bff71 · outbound

This paper cites write newline.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.444337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01053f12-0b0e-4172-ade7-b729c599d263 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.338400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 57466cbb-5ffa-4225-a6ce-665c996fc2d4 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.319516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3bd65249-ce53-4044-9087-276aafaf504c · outbound

This paper cites M.; Benjdira, B.; Koubaa, A.; El-Shafai, W.; Khan, Z.; and Boulila, W.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification M.; Benjdira, B.; Koubaa, A.; El-Shafai, W.; Khan, Z.; and Boulila, W

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:42:01.303231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0d25aa53-98b3-4c80-b8b7-b5eae6a34c89 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.288292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 50b0854c-7d82-4ae1-9bfe-708b0b07815b · outbound

This paper cites R.; Fan, Q.; and Panda, R.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification R.; Fan, Q.; and Panda, R

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.476284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de0b8eba-13e2-471d-a0fb-845599839e96 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.262699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 99bf2f3d-e0bf-4837-b3f4-7f1d4d3819bd · outbound

This paper cites L.; Wang, G.; Rueckert, D.; Firmin, D.; and Yang, G.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification L.; Wang, G.; Rueckert, D.; Firmin, D.; and Yang, G

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:42:01.246427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f5229067-84af-4783-8eed-34f83339b8a4 · outbound

This paper cites SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.491546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44137046-1ea2-463c-93be-9a053f83ae57 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.496795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b0ca068-91ae-4b72-98cb-e5d030d9e769 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.227939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e624d2a4-9a1f-4eb2-b0f0-abc3d1dcdf53 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.210773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 12d6c9d2-1348-472d-817f-8b7077f96b6f · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.194478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8e4e5b98-7eb8-46cf-8e6d-3a199719fe73 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.515235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46ccf5cd-8bb9-408c-aad9-962b8036d41f · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.165114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5eb0ed39-da5a-42d6-b275-050046d19026 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.146148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2401bbc4-8275-4a4b-8a09-d1e6c8690124 · outbound

This paper cites K.; and Akcakaya, M.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification K.; and Akcakaya, M

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:42:01.129533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 66b2d129-ccfd-4f3c-94c2-cba143ae6b9f · outbound

This paper cites U.; Yurt, M.; \"O zbey, M.; and Cukur, T.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification U.; Yurt, M.; \"O zbey, M.; and Cukur, T

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:42:01.112382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 29ad2cb0-9fab-4c6e-a984-3983aa65668d · outbound

This paper cites LocalViT: Analyzing Locality in Vision Transformers.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification LocalViT: Analyzing Locality in Vision Transformers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.537517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50966ad0-a923-49d6-bc1c-981da5bec7fd · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.096112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 61aec528-38f1-41b5-a007-6895d5de9bc5 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.079296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0421a15f-da56-43e0-a776-223c8301dc9c · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.551977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72bb7e87-3ac8-41ff-b091-1070b4e882a2 · outbound

This paper cites How Do Vision Transformers Work?.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification How Do Vision Transformers Work?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.556711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78f59d93-1b7e-4da9-97a2-47b2930f3a2b · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:01.047741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b78b0599-2cf4-4ef8-931e-a38476e0b53d · outbound

This paper cites V.; Price, A.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification V.; Price, A

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:42:01.030672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5b8fccbf-f140-4ebc-8afe-a97ee0c30bda · outbound

This paper cites Magnetic Resonance Image Processing Transformer for General Accelerated Image Reconstruction.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Magnetic Resonance Image Processing Transformer for General Accelerated Image Reconstruction

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:42:00.744852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d3469403-ce03-4853-aa51-87a1249413ca · outbound

This paper cites I.; Ong, F.; Cheng, J.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification I.; Ong, F.; Cheng, J

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:42:01.014485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cfbc07f4-1623-4ca9-81a9-0f63bfd7492f · outbound

This paper cites Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.583622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f06740f9-69e1-4663-8d23-4e44d6582b51 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.998021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 37597b58-2698-410e-be29-e9fe16a8ffb2 · outbound

This paper cites K.; Zou, K.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification K.; Zou, K

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.593867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7beaebd7-ffa1-4960-b982-9ca3cd0d81da · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.972052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ae6da78e-ba6f-4c32-9c40-dc4c37e822d9 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.956210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f9c8a43b-c7b0-404d-bfb4-8196bd115d77 · outbound

This paper cites Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.608493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2838a40b-264f-47f9-b01f-92c46bb061b5 · outbound

This paper cites W.; Arora, A.; Khan, S.; Hayat, M.; Khan, F.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification W.; Arora, A.; Khan, S.; Hayat, M.; Khan, F

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.613178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2f10829-68b2-4242-b092-f22b34938444 · outbound

This paper cites fastMRI: An Open Dataset and Benchmarks for Accelerated MRI.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:00.617499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bbecbdc-104d-41e7-847c-8d07b375f94d · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.930426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ec0827d4-6b59-4248-b419-d5b8a992b3b1 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.914449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 58753e36-7395-4382-aa8c-ad56758d3050 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.897257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d94e5c73-9703-4721-9c39-a121ac704a5b · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.881330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 79368f28-c770-4d75-85b5-2c7bd6ac3310 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.866999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 91e0d923-ba89-4c3a-8223-b3bda37bd9c9 · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.851377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d9c2b7ef-308f-4ab9-a2af-e7b76771f5de · outbound

This paper cites an unresolved cited work.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:42:00.826402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 99079ede-0bca-402a-a442-06a4cf9f962c · inbound

DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction cites this paper.

DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:33:06.623318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.