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Paper Citation Record · LEDGER

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?

As of 15 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 7 inbound Pith citation observations for arXiv:2501.11253.

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

pith.paper-citation-record.v1
2501.11253 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:32:31.593215Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:12:46.236404Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:16:26.690406Z

Reference resolution

23 of 23 outbound references displayed

  • verified exact0
  • verified fuzzy5
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c49f1527-d160-4b16-b397-b62d69ed17ea · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.932322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation f4298ebb-3382-42b9-83e9-24193f0696ee · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.918369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.498704Z digest=sha256:ac0a203df8583f4b31f2b10518a03fc9eefeca42aefc28de1e0d4dd9fd544b07

Observation 8ef7051f-1281-46b9-bf12-1d5ce3a16cd1 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.905130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.503546Z digest=sha256:2d2b54c6f35e238f610e7d70f575d5dcc43eaba8667911d0e6d15a572358bf0c

Observation 9adc52c1-4a64-4310-a23c-4cdd53fb1185 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.891638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.508502Z digest=sha256:01e05e7920940a2d38d7fc57352c1da033be10a6bf75ed3d116c3e12337c6e0a

Observation f66fa009-8e33-4307-a172-f2eee966fa53 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.878329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.513296Z digest=sha256:4f28f58954a667e4b3e0a1b930457e7c68bd81d5f32f059784163a29924400df

Observation 4c6c9251-2c37-4b4a-861c-3f7c2f229f1b · outbound

This paper cites MSD CT Tasks (2021) [link] 9 947 1 US CC BY-SA 4.0.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? MSD CT Tasks (2021) [link] 9 947 1 US CC BY-SA 4.0

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:32:31.865154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.517763Z digest=sha256:c2761034f1efc5d80dda67b055ad3f687e55ab757904be71107d6b3c9d684e8e

Observation fdff361c-4256-40a0-9559-ff584b662354 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.851935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.523080Z digest=sha256:32c9a5586e9dd8b7781716ce3405b2729e4c0539b560e6300e0d8cb62025e903

Observation 502e1865-f2d2-4bfc-9d61-f829b2e8bd5c · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.839418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.527257Z digest=sha256:042668a89c3ddf35452873e8c3a1022e615dfe00bef97d46b409f8aff203feac

Observation d9923b15-cc18-4872-9c3c-e6d0731df270 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.826511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.531308Z digest=sha256:71cf8d5d2565dc6db167af0eb6959ae823da458a9944d80d7a89bac139c06cae

Observation 16e66480-2415-491e-8ad5-d8386cb3f815 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.813461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.535529Z digest=sha256:520413db5d0da6038d22444b3c5cfb30d6c59260b06c67dcc23a15e92d645c93

Observation 3d5e1a6e-d993-45b1-93e6-4bfc86bfba99 · outbound

This paper cites (2023) [link] 0 4,711 23 CL, DE, ES, TR, AUS, TH, TW, MA, MT, CA, IE, BR, BA -.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? (2023) [link] 0 4,711 23 CL, DE, ES, TR, AUS, TH, TW, MA, MT, CA, IE, BR, BA -

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:32:31.799383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation c9d5e85d-2286-401d-9036-4c5387d04e7d · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.784900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.544058Z digest=sha256:b0d9965cfe81157b12550df3e688b867e64852a1d83996b31f0f8579acd1cb46

Observation 4a29e125-5706-4652-8a1f-2163507f23d9 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.771429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.547948Z digest=sha256:45a605cf077891b7e4469db182537972726f0926938a3b7835b16a75c144084d

Observation 8c9b1872-ce5f-4111-86e3-61e6830e12da · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.757379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.552491Z digest=sha256:c4a584e2f87148a3eebba4eea0b44c773f96ee8e98697a89eebd8c227af894d1

Observation 20c32209-19cd-44c7-a0fe-894f4219532e · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.744203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.556778Z digest=sha256:271237b4b017c510cbf8775ba1b219a9e33a2fcd3c8635fcecf4788bbe1ada85

Observation 3810b58d-ef27-4863-ad12-4f9d1ebea705 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.730208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.561068Z digest=sha256:b60990aec524257fba5c70c795a262a430a9cee1e58d42c4035d67427bdd91ff

Observation 9b099eb8-1137-4fe9-b4ea-82860bab63ec · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.715089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.565615Z digest=sha256:bf60944c7072f0af10c20b8759ce5ca3a289b26ac7212c1b911cf2acf8e4295a

Observation b96a2bf5-47eb-45ad-b4ad-1240322dcc9f · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.700203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.570121Z digest=sha256:b958f21ffa1b5c3a092260347f819d143a8eed737d346c99dcd625ffc2448c22

Observation 5b68dcb7-fe21-47fd-b03d-6bb05a280a0c · outbound

This paper cites AbdomenAtlas 1.1 is NOT a simple combination of existing datasets.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? AbdomenAtlas 1.1 is NOT a simple combination of existing datasets

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:32:31.685313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.574486Z digest=sha256:009cec2801107365140cc7bb51532c2eeb147542db476981ba32fd46bdd28e77

Observation 220a9c6e-32a5-4d19-a677-e04ed5659f92 · outbound

This paper cites novel domain.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? novel domain

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:32:31.671017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.579158Z digest=sha256:ca27710bfcafa904e8bd5ed1274c5db71ef6a39a005d89b1ea12ce03d2983c21

Observation e356a2ca-9f62-44c4-85dc-3ef7615d47e8 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.657387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.583693Z digest=sha256:bb53b4399e5e8ef9cf4833547d0bd08e8e26484039294f98579fef6d64fb5fee

Observation 80580057-ae05-458f-badd-b03d1e712ed8 · outbound

This paper cites an unresolved cited work.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:32:31.643777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.588888Z digest=sha256:43b645171f5f646217480d1ed93e5dbaea6392ef81c48492178533f19934a954

Observation cd9f5690-1711-4332-b11f-fe232f590ce0 · outbound

This paper cites For example, models like Swin UNETR (Tang et al., 2022) were pre-trained using large-scale GPU clusters at NVIDIA, making them challenging for us to faithfully retrain.

How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? For example, models like Swin UNETR (Tang et al., 2022) were pre-trained using large-scale GPU clusters at NVIDIA, making them challenging for us to faithfully retrain

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:32:31.629208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T18:32:31.593215Z digest=sha256:9bb9c74c98a1251190f7e6ec806ec3c55dce33d65c6174ac1250773f12554427

Pith citing papers

Observation e92cd66e-7b89-4115-be00-9b17b62631ed · inbound

Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI cites this paper.

Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:46.236404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:12:46.236404Z digest=sha256:690ef2cfbfc843eba0a0e859b2f3d3cb454ae101b60a2de51124fcce643fec42

Observation fe7397bb-643f-4016-89e6-98949d5897c3 · inbound

Adapting Medical Vision Foundation Models for Volumetric Medical Image Segmentation via Active Learning and Selective Semi-supervised Fine-tuning cites this paper.

Adapting Medical Vision Foundation Models for Volumetric Medical Image Segmentation via Active Learning and Selective Semi-supervised Fine-tuning How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-18T17:26:40.306783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-18T17:26:20.808210Z digest=sha256:27c9a7840b7be2c02790b9ce942624753dc129cd1c462266e46105ee04654862

Observation eda78740-fef4-4f75-8a99-361eb8a06c31 · inbound

Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification cites this paper.

Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T13:23:44.457876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T13:23:44.457876Z digest=sha256:4759d2c6cebe9b0c0216137c6dfcb91d2f2a95c1593758eba66c5e378696e398

Observation 6ee5c7f8-7fad-4151-b8f1-d24bab9d85a5 · inbound

Benchmarking transferability of SSL pretraining to same and different modality segmentation tasks cites this paper.

Benchmarking transferability of SSL pretraining to same and different modality segmentation tasks How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:33:14.540783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-20T11:29:45.324528Z digest=sha256:d04fd66336adc00f98411166f403ee221c9a5d39f59cb45c3763b09c4203c6c6

Observation db19c837-566b-4b30-83ff-04cde4409ea5 · inbound

CoralBay: A Self-Supervised CT Foundation Model cites this paper.

CoralBay: A Self-Supervised CT Foundation Model How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-02T02:16:26.692104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-28T11:05:24.019575Z digest=sha256:6a64ad510d8c33f5551708360c8e644b19dc081d9aa3000a262d5af3802c5fad

Observation fe23de0a-f3d7-4276-8813-06d79f26afbb · inbound

Empirical investigation of 3D CT Foundation Models and Unsupervised Adaptation for Head and Neck Cancer Recurrence Prediction cites this paper.

Empirical investigation of 3D CT Foundation Models and Unsupervised Adaptation for Head and Neck Cancer Recurrence Prediction How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T01:29:12.745197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:29:12.745197Z digest=sha256:3308efbd667b3b1a70359dc5784aeabfd9012dcad227107abba51bbb5e375acd

Observation f0bbdb5c-d95f-4515-b01d-d4e6fd6cfe84 · inbound

Segmentation Pre-training for Label-Efficient Lumbar Spine Degeneration Grading cites this paper.

Segmentation Pre-training for Label-Efficient Lumbar Spine Degeneration Grading How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T16:11:24.814556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:11:24.814556Z digest=sha256:f89c1b6e8c1d656764e120807cc2021c1c1250c6c9973660b1c00989b315a18e