Paper Citation Record · LEDGER

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models

As of 4 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2606.08164.

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

pith.paper-citation-record.v1
2606.08164 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T12:09:18.657031Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49636c27-9632-4d27-aab5-f83c0df7ac88 · outbound

This paper cites For AGE, the pretrained row is selected by MAE.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models For AGE, the pretrained row is selected by MAE

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:18.657031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13bc79ec-90dc-4d86-ada0-89fe8a41377e · outbound

This paper cites Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, and Ross Girshick.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, and Ross Girshick

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:15.829222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46a22cb8-411a-4bc6-a1ec-f4a9d7933729 · outbound

This paper cites Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:16.060474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c841be6-0956-44ba-828a-5d4bb4e9babb · outbound

This paper cites Hangbo Bao, Li Dong, Songhao Piao, and Furu Wei.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Hangbo Bao, Li Dong, Songhao Piao, and Furu Wei

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:16.256249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f80bb6a-31e5-44f8-bcf5-944f99ca4307 · outbound

This paper cites Joseph Cox, Peng Liu, Skylar E.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Joseph Cox, Peng Liu, Skylar E

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:16.575344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a190ea-4024-479b-a52c-a442ab78d6cf · outbound

This paper cites 2024.103301.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models 2024.103301

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-02T12:09:16.627923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d247b3d-0c5e-4a97-83a9-a62b459c69d9 · outbound

This paper cites Chang Yang, Jianfeng Feng, Christian F.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Chang Yang, Jianfeng Feng, Christian F

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:16.778854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e22c3445-82b5-4078-af8c-1e072c458bf1 · outbound

This paper cites Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Hui Hui, Yanfeng Wang, and Weidi Xie.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Hui Hui, Yanfeng Wang, and Weidi Xie

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:17.005478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41e2bf69-19af-4b02-a78a-4234f3355527 · outbound

This paper cites Med3D: Transfer Learning for 3D Medical Image Analysis.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Med3D: Transfer Learning for 3D Medical Image Analysis

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:17.066400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8625200f-2d9f-4209-a4c8-8de07f769542 · outbound

This paper cites Ronald C.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Ronald C

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:17.870518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cbb5423-111b-49c1-a93e-c4492d247549 · outbound

This paper cites Bjoern H.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Bjoern H

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:18.014886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86a60dd-6155-48aa-9f47-1d88ab56bc7a · outbound

This paper cites Shah, et al.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Shah, et al

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:18.306749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dd1ddfa-e13b-4f48-a8e4-53cd8b3f25df · outbound

This paper cites an unresolved cited work.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:18.541978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acc8581e-32f6-41e2-a1d6-bcd5388de69c · outbound

This paper cites Nicholas J.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Nicholas J

Reference 1999

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:17.108401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 574cf5aa-8500-4abd-8793-6eb1929c28d4 · outbound

This paper cites an unresolved cited work.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Unresolved cited work

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:17.305964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 413bd3c4-4b18-4268-9db3-442cb1cbe597 · outbound

This paper cites an unresolved cited work.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Unresolved cited work

Reference 2005

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:17.690227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 954a88d6-a078-46f1-b833-18ed59658b02 · outbound

This paper cites an unresolved cited work.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Unresolved cited work

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:17.186747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04d85712-39f4-49f8-9f15-c51b02de78cb · outbound

This paper cites 2010.09.025.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models 2010.09.025

Reference 2011

Resolution: malformed identifier; no resolver link, observed 2026-08-02T12:09:17.433807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c20d0c88-533a-4265-877c-6e4c4f6f0689 · outbound

This paper cites John Ashburner and Karl J.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models John Ashburner and Karl J

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:17.536875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6937a837-95b5-4875-9d0f-be8fa9778689 · outbound

This paper cites Ujjwal Baid, Satyam Ghodasara, Suyash Mohan, Michel Bilello, Evan Calabrese, Errol Colak, Keyvan Farahani, Jayashree Kalpathy- Cramer, Felipe C.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Ujjwal Baid, Satyam Ghodasara, Suyash Mohan, Michel Bilello, Evan Calabrese, Errol Colak, Keyvan Farahani, Jayashree Kalpathy- Cramer, Felipe C

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:18.166504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3748f38c-8a93-495c-a0f7-16c6a0c0d75d · outbound

This paper cites Yucheng Tang, Dong Yang, Wenqi Li, Holger R.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Yucheng Tang, Dong Yang, Wenqi Li, Holger R

Reference 2019

Resolution: malformed identifier; no resolver link, observed 2026-08-02T12:09:16.461925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f64cede0-fe48-4f9d-b0a6-35dc9659f028 · outbound

This paper cites Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, and Armand Joulin.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, and Armand Joulin

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:16.127115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596cbf70-55bb-447d-971e-92f72532953f · outbound

This paper cites Jonghun Kim, Mansu Kim, and Hyunjin Park.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Jonghun Kim, Mansu Kim, and Hyunjin Park

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:15.529956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b0c9005-47da-419e-a662-96a9ab5e41e0 · outbound

This paper cites 9 How Much MRI Preprocessing Is Enough?A PREPRINT Pranav Rajpurkar, Emma Chen, Oishi Banerjee, and Eric J.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models 9 How Much MRI Preprocessing Is Enough?A PREPRINT Pranav Rajpurkar, Emma Chen, Oishi Banerjee, and Eric J

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-02T12:09:15.442182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a7c339-ea1c-45d6-907e-e7f002d391e2 · outbound

This paper cites MRI-CORE: A Foundation Model for Magnetic Resonance Imaging.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models MRI-CORE: A Foundation Model for Magnetic Resonance Imaging

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:15.622197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4849fb52-7b85-47c2-91b1-f2886f30466c · outbound

This paper cites Divyanshu Tak, Biniam A.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models Divyanshu Tak, Biniam A

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:16.920461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d4417b-ef87-4f3b-a970-cff2cf87ceac · outbound

This paper cites A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning.

How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T12:09:15.763469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.