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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.498704Z digest=sha256:db4183de2ef76b3eeb9387d2bde55353b93a3db4c6238db0774eefd6304daa37

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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.508502Z digest=sha256:ce1f793a1970fd260100b00b18ca5f4c475713fdbffdf335f31c0b7c5eafebd7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.513296Z digest=sha256:9ed47c5aad991f54b96cdcdf6333ec6a1381e383c56c597e5ea5c0df03d1ea49

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.517763Z digest=sha256:2fa8b3f578f4fbda44be856d84df4e16f56b924cf83a68612628780e5536e6ff

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.523080Z digest=sha256:b36e0fb9d411b3c6a79642d3624effd38a056428733c6449856a39f6f354631d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.527257Z digest=sha256:18af61f04fc50beb7db1f2b8bbde6f20cdaba8f959da3ab379a08f00bce016f8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.531308Z digest=sha256:6954d963cf8b3e95330225c587787bca93576eb95200ccc5df5c2ee7248c3f0c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.535529Z digest=sha256:7c8e53df32af7285239aea5b6b81e77356b84ab481f8b6b592cb88a00e785e99

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.539871Z digest=sha256:a60b51dfec0dc3b2680810d0c8b621a479b6cec66d6333e7a9cedfe5aae0d194

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.544058Z digest=sha256:3bd63afc105a4da1edfc502c5d60409db358164e816ec4b1e188b060bcfed073

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.547948Z digest=sha256:c1ba0a1bc44899e726dfa0e14acfb4ee796df52a2979cec2d084e6fb748350b3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.552491Z digest=sha256:b89ebe9feb9c16e300d3beca0051467f676420d04d2f58089d8f00838bf0df79

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.556778Z digest=sha256:c49df9ab667c23043eb9d95da5f5984b00f213821b4a4a75eb773e6d18ac7813

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.561068Z digest=sha256:0b216dd89061b1f4e5d56e4b83673aadd0634eee9e0c540e1af1864466061f52

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.565615Z digest=sha256:f7b34fbb05f8c1817064d3e302f7bbc7b34950e090b3001932f27ca3226ce32a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.570121Z digest=sha256:52772450a1401bbeb40097fa8983e348881ed2a9203ef5da2abf22cb47caa1f5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.574486Z digest=sha256:82f4036203e63cc8886672359102af7983aaef7fcdbeeeebe9584712a392674d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.579158Z digest=sha256:390ee5ae061fc5661bf5b8e1927f3ad912ee4942e980106b8c54a1be5a817d7a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.583693Z digest=sha256:0c5febd396c08d08b41d2ae2088e29a3e7b56319298454f54b4828299a0cd192

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.588888Z digest=sha256:cd60b7c29b6ef9ddaa58c02a7497218b40b2cd2cea281918b698d6f1380db5fd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T18:32:31.593215Z digest=sha256:629a31362d6583e40823d8c3f478f531804a9717ebabfed399acb9884abe8f8a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-18T17:26:20.808210Z digest=sha256:5d6e02a3138691c562a7e7e460432bbe798b14a245148ac86494a383cd4a6dc7

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:e8cd81d4426fecfe8b6b9945c2bbceadb3b5545fcf6126fa90bd4d6624778ce1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-20T11:29:45.324528Z digest=sha256:f4f591b64235a8968d86ce87e534848c83fcdc9e9478ad588b7d276b4c1401f5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-28T11:05:24.019575Z digest=sha256:b3d055b0bb718280c1ebdf4fe7b4f79f379eb9a91f70de82b0e6e640f7150d69

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