Paper Citation Record · LEDGER

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2606.00491.

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

pith.paper-citation-record.v1
2606.00491 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T19:05:43.089253Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

32 of 32 outbound references displayed

verified exact1
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 390c99a8-ab81-421c-a5a8-3573124c4e50 · outbound

This paper cites and Fischer, P.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Fischer, P

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b28d1c6-cc2a-4d94-bbbe-c72d760e3f7f · outbound

This paper cites 2016 , pages =.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation 2016 , pages =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cea3744-dc34-497c-afb6-d502530153f1 · outbound

This paper cites and Navab, N.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Navab, N

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f0549d1-0f44-4cce-910a-91b692741d3f · outbound

This paper cites and Jaeger, P.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Jaeger, P

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f4d5667-c929-4819-8bae-fa94638b6cd8 · outbound

This paper cites and Kooi, T.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Kooi, T

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bd77c38-3e26-468a-b6a1-8cab94863587 · outbound

This paper cites and Reinke, A.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Reinke, A

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6864231-b361-4adb-9cf9-468d6f26f913 · outbound

This paper cites and Zhang, Y.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Zhang, Y

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0921e401-4176-460a-b9b3-58778aa5a050 · outbound

This paper cites and Breit, H.-C.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Breit, H.-C

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fffaef7d-d139-4773-83db-b86ebb5fe5cb · outbound

This paper cites and Liu, M.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Liu, M

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b759f3c5-3a9c-442d-9f21-dec1a111423e · outbound

This paper cites an unresolved cited work.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b117dbbf-78d0-4273-b320-052b5b533134 · outbound

This paper cites and Dietterich, T.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Dietterich, T

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30020501-e384-411c-8846-5347814fb0f8 · outbound

This paper cites and Jacobsen, J.-H.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Jacobsen, J.-H

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce454b82-1b7e-4e37-abb2-f4a3f3ffb559 · outbound

This paper cites an unresolved cited work.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9d456fa-0644-404d-9e07-b37744869ad4 · outbound

This paper cites and Saria, S.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Saria, S

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 769cba53-2885-4a0a-9588-09814c948a66 · outbound

This paper cites and Beam, A.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Beam, A

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19ebc16d-d5b0-4a8d-b9c2-b588d351f821 · outbound

This paper cites an unresolved cited work.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c189cb66-9a68-4348-85df-f633bb7e3c8b · outbound

This paper cites and Chen, Y.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Chen, Y

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65b9293f-2d38-4d05-bf37-ac23a6d110ac · outbound

This paper cites and Moy, L.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Moy, L

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6569e1e0-5f6c-4aab-a42a-712755080c06 · outbound

This paper cites and Nagendran, M.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Nagendran, M

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54271be-a6d5-4a96-99f6-fa082435193a · outbound

This paper cites and Dunnmon, J.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Dunnmon, J

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa79f291-c306-4de4-ba96-591551c07fec · outbound

This paper cites an unresolved cited work.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3fd6d30-579f-4672-a236-7f34a576bd76 · outbound

This paper cites an unresolved cited work.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab1bd28-0366-46f7-8e2b-a768ccaed74e · outbound

This paper cites and Khoshgoftaar, T.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Khoshgoftaar, T

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a43b11-9674-428a-9293-40bfa89aa5f3 · outbound

This paper cites an unresolved cited work.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34bf9ef7-5537-4fd3-ae6c-ad4b8f532188 · outbound

This paper cites and Mu, N.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Mu, N

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eb3f54f-685a-4f12-a64d-fabef2c4edc8 · outbound

This paper cites TorchIO: A Python Library for Efficient Loading, Preprocessing, Augmentation and Patch-Based Sampling of Medical Images in Deep Learning , journal =.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation TorchIO: A Python Library for Efficient Loading, Preprocessing, Augmentation and Patch-Based Sampling of Medical Images in Deep Learning , journal =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb2149a-fede-40cd-89d7-8a053391a8ec · outbound

This paper cites and Li, W.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Li, W

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c4898d-1a27-46f7-8a0d-d0c73cd383c4 · outbound

This paper cites MONAI: An open-source framework for deep learning in healthcare.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation MONAI: An open-source framework for deep learning in healthcare

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-06-28T19:12:34.975635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d2bd3935-7f65-4073-a638-df2fbe094999 · outbound

This paper cites and Sodha, V.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Sodha, V

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e54cab05-f975-46ec-8426-3d37dacf9b43 · outbound

This paper cites and Yang, D.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Yang, D

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b39bce16-b1e6-4847-a307-e22f51644e5d · outbound

This paper cites an unresolved cited work.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fe68231-b7e6-45ca-b93e-a5ca6427e09c · outbound

This paper cites and Bai, H.

Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation and Bai, H

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-28T19:05:43.089253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.