Paper Citation Record · LEDGER

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models

As of 10 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2501.15452.

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

pith.paper-citation-record.v1
2501.15452 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:19:42.492956Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy9
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 048fbe2f-955e-45f6-9a11-245a63dfaa24 · outbound

This paper cites an unresolved cited work.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:19:42.912486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0db73a8a-a83e-4762-a4b5-26b4f5b07159 · outbound

This paper cites The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.365625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7add4f9c-40d2-4a2c-ab4b-418e67715de2 · outbound

This paper cites Token Merging: Your ViT But Faster.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Token Merging: Your ViT But Faster

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.370849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe4571e4-aba9-47a3-99e2-5e383905342f · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.376143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfc2ba85-0702-4bb4-9fd8-490452db1e06 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.381067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a03ddb5-e9db-4754-8a77-d512d6bbd2ae · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:19:42.880514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6bb92e70-c907-43dc-a1d6-902c67e58a0c · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Com- puter Vision.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Proceedings of the IEEE/CVF International Conference on Com- puter Vision

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.391202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aa3f011-16b2-4c01-98bd-db534ff58153 · outbound

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

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.395658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1fcaba7-5473-4fd3-8b72-d3f19351e7de · outbound

This paper cites Nature Machine In- telligence 2(11), 665–673 (2020).

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Nature Machine In- telligence 2(11), 665–673 (2020)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.400263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39406c47-5a99-4191-a722-279c5d982435 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:19:42.847320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 013b0ee8-9ba7-4f4d-a2e0-6f670e7288eb · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.408971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddae57f1-061a-4308-904d-c987b58d2008 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2016).

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2016)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.413620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c244f79-cb82-431a-a817-a213d75841d4 · outbound

This paper cites Missingness Bias in Model Debugging.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Missingness Bias in Model Debugging

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.418213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adaabb71-af21-4251-87ae-2afd07d7028a · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:19:42.814016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 96a2cb95-8b68-46d4-8eb2-6e17bb619a10 · outbound

This paper cites Faithfulness Measurable Masked Language Models.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Faithfulness Measurable Masked Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.427297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 452c58d3-190f-461c-9ab1-b8e04be744bb · outbound

This paper cites Is it Time to Replace CNNs with Transformers for Medical Images?.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Is it Time to Replace CNNs with Transformers for Medical Images?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.432325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3d4687e-c16a-427f-88d7-3b9e56035dee · outbound

This paper cites Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.436795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c204a03f-a3a3-4285-8d2c-46e4455780ff · outbound

This paper cites Advances in Neural Information Processing Systems 34, 24898–24911 (2021).

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Advances in Neural Information Processing Systems 34, 24898–24911 (2021)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:19:42.799505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82aedb34-dc44-4a40-a5ed-7e9a5151120c · outbound

This paper cites Learning to Merge Tokens in Vision Transformers.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Learning to Merge Tokens in Vision Transformers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.445249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a700e14-a990-4691-8518-3fbb1b27172c · outbound

This paper cites In: International Conference on Learn- ing Representations (2021).

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: International Conference on Learn- ing Representations (2021)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:19:42.784472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a70027c2-99c8-4d54-8e36-16a94fa4e4a6 · outbound

This paper cites International Journal of Computer Vision 115(3), 211–252 (2015).

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models International Journal of Computer Vision 115(3), 211–252 (2015)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.454223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f7fd4b4-bbc0-485d-9444-592f63204c66 · outbound

This paper cites Is Attention Interpretable?.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Is Attention Interpretable?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.458673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3979f545-3257-4f17-9992-e561460bf543 · outbound

This paper cites Medical Image Analysis p.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Medical Image Analysis p

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:19:42.759134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cfce021e-d3a1-4577-a794-2910c2dcc83a · outbound

This paper cites International Conference on Learning Representations (2015).

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models International Conference on Learning Representations (2015)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:19:42.744241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f8bf4d69-9e7f-42f0-b3e8-7385d471b481 · outbound

This paper cites Towards Expert-Level Medical Question Answering with Large Language Models.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Towards Expert-Level Medical Question Answering with Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.471575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a07ed5f-6e8e-4055-a7c4-3fd097cd5656 · outbound

This paper cites an unresolved cited work.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:19:42.729130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 291b3737-dbbf-4363-b84c-910469378386 · outbound

This paper cites Advances in neural information pro- cessing systems 30 (2017) Identifying Critical Tokens for Accurate Predictions 11.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models Advances in neural information pro- cessing systems 30 (2017) Identifying Critical Tokens for Accurate Predictions 11

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:19:42.714549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6dde5d9f-940a-4c7c-af19-f2734cc02ae1 · outbound

This paper cites BMC Medical Imaging 20, 1–14 (2020).

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models BMC Medical Imaging 20, 1–14 (2020)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:19:42.698486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fb519ede-196a-4804-8fe6-64dcc9307615 · outbound

This paper cites In: Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part I 13.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part I 13

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.488667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dafdc3c-2d54-4b2b-970d-f2d8f6efce62 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T14:19:42.492956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.