Paper Citation Record · LEDGER

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging

As of 20 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2412.13156.

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

pith.paper-citation-record.v1
2412.13156 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:26:15.803829Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:58:48.705543Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T00:58:48.806132Z

Reference resolution

72 of 72 outbound references displayed

verified exact3
verified fuzzy25
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f679c72-a913-4b2b-ac11-1a495343e98b · outbound

This paper cites , " * write output.state after.block = add.period write newline.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.198563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55ef709c-6389-4781-a809-985bc574f4c3 · outbound

This paper cites write newline.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.208867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3728027-65e5-45f1-91ef-d807da621b6d · outbound

This paper cites S.; Karthikesalingam, A.; King, D.; Ashrafian, H.; and Darzi, A.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging S.; Karthikesalingam, A.; King, D.; Ashrafian, H.; and Darzi, A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:18.120217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ecb91381-efaf-4e4c-ae69-12689ff144e0 · outbound

This paper cites High-resolution medical image synthesis using progressively grown generative adversarial networks.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging High-resolution medical image synthesis using progressively grown generative adversarial networks

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T13:26:16.228266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8135c9de-6600-4319-ba57-d95b27e24100 · outbound

This paper cites J.; Fern \'a ndez-Esparrach, G.; Gil, D.; Rodr \' guez, C.; and Vilari \ n o, F.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging J.; Fern \'a ndez-Esparrach, G.; Gil, D.; Rodr \' guez, C.; and Vilari \ n o, F

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:18.091687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4d4ead61-4b51-4296-8f43-c6df6003f3f6 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:18.065236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6c60dd3e-f46a-4565-b8f5-f6d4cf864a5f · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:18.033377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a5c08d2-af26-486a-b71f-78a9397c1058 · outbound

This paper cites M.; D'Innocente, A.; Bucci, S.; Caputo, B.; and Tommasi, T.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging M.; D'Innocente, A.; Bucci, S.; Caputo, B.; and Tommasi, T

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:18.007474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 953b59bc-4516-4d8b-bf5d-8aed3dd5e384 · outbound

This paper cites E.; Alsaadi, F.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging E.; Alsaadi, F

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.974168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0cad78f9-acdf-4226-9bcc-22d5b55e7040 · outbound

This paper cites TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.279517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 959b648b-6294-4bc2-b4d4-bb6805e51d0b · outbound

This paper cites D.; Zoph, B.; Mane, D.; Vasudevan, V.; and Le, Q.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging D.; Zoph, B.; Mane, D.; Vasudevan, V.; and Le, Q

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.950981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c528bb3-4ec9-4192-ac96-4735e484e004 · outbound

This paper cites D.; Zoph, B.; Shlens, J.; and Le, Q.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging D.; Zoph, B.; Shlens, J.; and Le, Q

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.929052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fe05c5ff-5c7b-4511-aace-f84b0bce46e7 · outbound

This paper cites L.; Chintala, S.; Fergus, R.; et al.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging L.; Chintala, S.; Fergus, R.; et al

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.903837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 659f227f-0de8-48f5-aa39-0deb577b67ba · outbound

This paper cites F.; and Lassila, T.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging F.; and Lassila, T

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.869084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fb9b653c-f374-49a6-93a3-4937b6c04987 · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Improved Regularization of Convolutional Neural Networks with Cutout

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.314511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1a44f6d-4edf-46c6-a83d-ac20d6d1ab69 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.837057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3d535d88-1060-45a4-9b58-2b12faea2778 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.808948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e50d0039-799d-4424-9366-dfdc254f11c1 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.777009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 238b6cec-3a08-46a4-bbf8-79fee5b40257 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.747529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 48421b09-6efa-4d9a-be59-912cd28b8098 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.353677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64460e31-f359-4c02-8448-84c3d3ed61c1 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.683379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b57c5447-fb64-4058-94cd-deb9464b614a · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.652925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b6d6328-2d38-4b1b-b4dd-7e6e5f1b55d3 · outbound

This paper cites D.; Zoph, B.; Gilmer, J.; and Lakshminarayanan, B.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging D.; Zoph, B.; Gilmer, J.; and Lakshminarayanan, B

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.630043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 44ed1f53-77a9-4bdc-91be-edbe57014070 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.384315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6f95564-bdff-417e-83e0-3b97478552ea · outbound

This paper cites Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:26:16.097631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a59b25c-4360-443f-8399-80c0033f710f · outbound

This paper cites P.; and Huang, D.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging P.; and Huang, D

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.578038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c476e630-713d-433d-a660-4b35b3e3a7ac · outbound

This paper cites F.; Kohl, S.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging F.; Kohl, S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.557220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a03a2e30-7042-4cb9-9bde-6091ec070c51 · outbound

This paper cites H.; Riegler, M.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging H.; Riegler, M

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.526081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 878dad45-7053-4c48-986f-ecc7d5d69d4b · outbound

This paper cites E.; Gezer, N.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging E.; Gezer, N

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.492691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 463e0afb-ec11-4fc4-97f0-c67b378e335a · outbound

This paper cites K.; Heidari, M.; Azad, R.; Fayyaz, M.; Hacihaliloglu, I.; and Merhof, D.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging K.; Heidari, M.; Azad, R.; Fayyaz, M.; Hacihaliloglu, I.; and Merhof, D

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.437176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b27e1cd-1308-4a7a-ad10-39291f9d92de · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.450969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a84d3005-24a5-42f3-b368-7c4f618068fe · outbound

This paper cites C.; Lo, W.-Y.; et al.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging C.; Lo, W.-Y.; et al

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.459429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb942d9-264d-4f4f-8d5d-f709111b8738 · outbound

This paper cites A.; et al.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging A.; et al

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.357222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a790f9eb-bfe7-4ad4-ae0e-0aea98024b35 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.319256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d142e807-0865-4a35-8ba1-d6742dd995ce · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.294480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 390128ac-0869-440a-8477-ffe959d99eee · outbound

This paper cites E.; Setio, A.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging E.; Setio, A

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.260991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e86bd983-dc2d-48c1-9aab-d95e420d9d96 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.232408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 76a1b9dc-8923-4a8f-a0ff-c3e2eeae6d62 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.204035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5e7f212c-0ca0-4833-a81b-63b85d6a80ac · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.507729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0ec77f4-d8c1-483d-a3ff-ee1455055802 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.170814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 329b701b-1627-4e89-a11b-3463974443ea · outbound

This paper cites On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.526649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62d2d910-18c6-46fc-8de6-e3c33196829f · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.150279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0bb8c423-3cfa-422d-b66c-c8f217c719ed · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.114282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8cf584e1-1c4c-45c1-bbd9-0a7c64132213 · outbound

This paper cites AI-SAM: Automatic and Interactive Segment Anything Model.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging AI-SAM: Automatic and Interactive Segment Anything Model

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:26:15.998468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9de2fb2f-07d0-4be6-8e59-bf9937ce4067 · outbound

This paper cites H.; Zhao, Q.; and Pohl, K.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging H.; Zhao, Q.; and Pohl, K

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.081225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 71b03aa3-369b-4e2e-8e6f-f0326f5e60dd · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:17.034723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ec472301-bb32-4dd7-bb22-d308eb990673 · outbound

This paper cites H.; Tudosiu, P.-D.; Dafflon, J.; Da Costa, P.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging H.; Tudosiu, P.-D.; Dafflon, J.; Da Costa, P

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:17.012660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b5cf39f-2a07-4b55-85ed-b4a5fa1757ae · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.977717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 40550058-6820-411a-ad8a-308b3e2cfe24 · outbound

This paper cites I.; Etmann, C.; McCague, C.; Beer, L.; et al.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging I.; Etmann, C.; McCague, C.; Beer, L.; et al

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:16.948562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8d9a3e77-4796-4316-93f6-b4dcc1b8fb89 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.609934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e17e4c-8abe-4c8c-9e98-ef195ce867d5 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.904758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3fcb708a-3cd2-4938-9b28-77b1ec6293f8 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.867082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f52f2a48-2021-4cb3-845a-12c3a7a099c8 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.834430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a6317fc8-6f2d-49d9-972a-b16cedd8bac9 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.793119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f79c1257-b2b0-41ee-9a5f-51fbbe6e29e5 · outbound

This paper cites B.; Chen, I.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging B.; Chen, I

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:16.755404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cb37087c-6ca3-459e-9f35-6491cde26489 · outbound

This paper cites D.; Johansen, D.; Riegler, M.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging D.; Johansen, D.; Riegler, M

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:16.711030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c167a553-566a-47dc-ac07-c0253e8739ee · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.670293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ef9eb83-9215-449e-be7c-29acf9c93cd4 · outbound

This paper cites Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:26:15.952739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 25ee6bd1-c965-41d8-bdee-7817aad2adb6 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.636725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7330ae50-f0cf-4f62-8497-f47d771fd2c4 · outbound

This paper cites ResNet strikes back: An improved training procedure in timm.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging ResNet strikes back: An improved training procedure in timm

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.702108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3988ed5-46ab-4172-bfc4-cf7ace9d3d5f · outbound

This paper cites S.; and Xie, S.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging S.; and Xie, S

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:16.613589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab30facc-9244-44aa-9a64-f9ee59a741e8 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.573820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 72cf51a5-ac3c-494c-9c30-6fb868eafe31 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.535358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 68c25718-01c5-42a0-98e5-bb10aab58fe1 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.508564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9b88eea-9612-41ab-aaa7-88626255fbde · outbound

This paper cites X.; and Xue, Y.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging X.; and Xue, Y

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:16.461460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 19e72a4e-d454-4fd2-ab1b-5b638abe5653 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.429138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a5f32c7-f15e-421f-adef-d2d3bdf0bef8 · outbound

This paper cites J.; Chun, S.; Choe, J.; and Yoo, Y.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging J.; Chun, S.; Choe, J.; and Yoo, Y

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:16.382568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 39bd5ce8-c2ba-445f-9fc5-10276bbdd405 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-11T13:26:15.762703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f26db3-9274-4aad-8200-c1e9d24d3caa · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.337957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4ec5beca-e9f3-4b71-a7ac-393c567cb496 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.313083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ddc4dc7-4a98-425e-9dd1-f446a4e734b2 · outbound

This paper cites an unresolved cited work.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:26:16.284074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9057caf1-b61c-4706-887f-7c84c0edc70d · outbound

This paper cites M.; Lekadir, K.; Vesal, S.; RaviKumar, N.; et al.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging M.; Lekadir, K.; Vesal, S.; RaviKumar, N.; et al

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:26:16.253763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 46504040-e726-403b-9b41-4781f84e31cd · inbound

IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification cites this paper.

IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:58:48.812389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.