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Paper Citation Record · LEDGER

Generalizable automated ischaemic stroke lesion segmentation with vision transformers

As of 9 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2502.06939.

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

pith.paper-citation-record.v1
2502.06939 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

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measured 59 of 59 standing notices

One-hop event checks from named stored sources.

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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

59 of 59 outbound references displayed

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  • unresolved38
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External citation measurements

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Outbound references

Observation d01e3a8d-a3ff-4950-aa44-40a25039e28c · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 1

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This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 2

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This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 3

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

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Observation 17df575b-48cb-48ec-b180-4c904a4bd0bf · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 5

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This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 6

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Observation 627a3578-f7eb-4e1f-8c19-0a6ccd0b618b · outbound

This paper cites Artifacts in Diffusion MRI.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Artifacts in Diffusion MRI

Reference 7

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Observation 8f38b8f0-00b8-46ea-8bd2-9289c9ea8335 · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 8

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Observation 796f1304-2959-4b31-bad6-f88439be5522 · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 9

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This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 10

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This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 11

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Observation b136ca82-9fd5-4e9b-9178-e817b4ddcf3d · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 12

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Observation ab19e2af-9e75-473e-b71d-2bbf8b8563d3 · outbound

This paper cites A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge

Reference 13

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Observation 7a776090-2e3b-4ff8-836a-28fcf14b82be · outbound

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers & R H, H

Reference 14

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Observation daeca486-584d-47f6-9baa-885fb8b31b7a · outbound

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Viriri, S

Reference 15

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Observation 9517db25-8270-4d15-a11b-888353489f31 · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 16

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Observation 21eda7a0-6dc1-474d-8747-c4a854af77b2 · outbound

This paper cites K., Mohinta, S., Gray, R., Hyare, H.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers K., Mohinta, S., Gray, R., Hyare, H

Reference 17

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Observation 32048e22-9b8b-4133-a3a7-fcc3ae4d413d · outbound

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 18

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 19

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Observation 3401596d-5a19-4272-ada8-d2cec8dca7de · outbound

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Nachev, P

Reference 21

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Nachev, P

Reference 22

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

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Observation a26f8b51-9f36-49b5-b29d-be6fefe28024 · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 25

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Ashburner, J

Reference 26

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Observation 3a52f025-ecb8-4f5f-a6da-b12af434fe01 · outbound

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Abdallah, F

Reference 27

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers MONAI: An open-source framework for deep learning in healthcare

Reference 28

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 29

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers UNETR: Transformers for 3D Medical Image Segmentation

Reference 30

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images

Reference 31

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Medical image data augmentation: techniques, comparisons and interpretations

Reference 32

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 33

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 34

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 35

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers H., Cardoso, M

Reference 36

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Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Ahmadi, S.-A

Reference 37

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Observation 079891be-22ad-4e5a-b7e4-d4287b6cc318 · outbound

This paper cites Focal Loss for Dense Object Detection.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Focal Loss for Dense Object Detection

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-08T14:22:18.773504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:22:18.773504Z digest=sha256:760f98d99fdd6d254115786e3db86f10c41477c6ba48db5ca97d2da72e074b66

Observation 3eafee8c-7b2c-46f3-aca5-3022fba12a3c · outbound

This paper cites Set Theory.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Set Theory

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:22:19.501933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.778413Z digest=sha256:1d346f302afbb65a3a0c6cd95f3f67e87cd5ceba1cbe7cafa12cdc985e2a8813

Observation 2d1211fa-bc4d-4c27-9af2-729b779fb929 · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.491505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.782199Z digest=sha256:950455f6633024b7cb88c0af46b1d394bcffc4e901088c18a01ac12e0a9ebe95

Observation 664f83f4-93e3-4236-b44d-79d2746d11fd · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.481179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.785794Z digest=sha256:786f179856efcc0eeb369ef4b2c089b3a6ef31dbfdb24dd792ec39dfb5626dcd

Observation 8b9db470-bba9-4c7d-85fd-7e0da805e48d · outbound

This paper cites & Nachev, P.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Nachev, P

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:22:19.469621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.789423Z digest=sha256:4333ecb4e32df92b29055547935bf91aa3634b9a636f5fd9400dda512c4be21c

Observation 4c6a164f-41dd-4857-9bae-6442d84a3306 · outbound

This paper cites & Nachev, P.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Nachev, P

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:22:19.457625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.794024Z digest=sha256:96a884a32fe19b74070dd70ac688e73837d8fb24079fa1c1126665b22d5a84fd

Observation 2e82bf80-77fc-4787-bc84-fcd0fd6c7014 · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 44

Resolution
verified exact
doi, observed 2026-08-08T14:22:18.895739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.797826Z digest=sha256:762c039a0f9dd2c0961ffe910ee8caa7f01775b48bc074bca5aefe1e4573ba83

Observation 18e2d95b-5918-4ca2-bb01-4aef1a75d853 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T14:22:18.801659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:22:18.801659Z digest=sha256:ca936fbbebbcbf4d0e25e026ce156450780860872af8f874bad7a945c9b3960a

Observation 38ebc800-07e1-4227-8216-bed8d49db59f · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.445317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.805824Z digest=sha256:e5841bd440f2289363d5780f4194a312e4b8678f490408d699227eddd97738e2

Observation b1d37723-5b85-49ca-8d8e-c52849981e4f · outbound

This paper cites & Zadeh, S.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Zadeh, S

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:22:19.433955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.809275Z digest=sha256:f957c66d715622a945e87e43b59e8ba1bb6c2e256d8b67a572873fea3ddb3dbb

Observation 68ad5412-fa2a-47eb-87cd-605f302cb712 · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.424325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.812257Z digest=sha256:a35e33dc4bf04f96d7df47bafd38ebee85c1ab66bbc9bdb5662aef354958158d

Observation be21d6cd-f110-4b02-8f60-b538c22171a5 · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.412307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.815233Z digest=sha256:601a303c389824248c72c68a345cf945af6e0f42bb9c03a5ab71c4bdcc1d44ab

Observation 0f88c86a-a158-426a-ab51-ad1f66d3434f · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.401946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.818143Z digest=sha256:48f4722fa9fde95305fad8ab154eff664de3bd2ec846ba33aca040f500224fbb

Observation ecd02b0f-1721-43d0-b631-13477b6665bc · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.391038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.820925Z digest=sha256:35b45a9fbc6cc3f16c964cdd9813981139722486673da82a3b7de48677f9df70

Observation 0576055d-de9e-4b19-983f-64b880d09f32 · outbound

This paper cites D., Maule, F.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers D., Maule, F

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:22:19.379753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.824060Z digest=sha256:841e14f622a0c2ebd56b66cb750dbd7e8cef027ade004f6a2db5565215368778

Observation 90774693-1d10-4144-9a09-0d7f450cf48f · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.368754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.827093Z digest=sha256:765558432d3ed337ca7166cdf206bc3f5ae0bb9132d9cccdea4f1ccc3228f7f8

Observation 122fa436-91c3-461b-bb6b-d13ae42f8f9f · outbound

This paper cites D., Martinetz, T.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers D., Martinetz, T

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:22:19.356109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.830129Z digest=sha256:0f3777056d161041a2e6b78010b27623a1dddfc455cfebf40348bda041bbb25d

Observation 7a78f15d-c39e-4716-984b-2de9774aae6c · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.343407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.833026Z digest=sha256:d97c343e2a5854d755b35c1c5325fe0e24678017c24957f77d56fbb483f5f48b

Observation d4487426-83f2-42a2-a059-3cec6f4ad48d · outbound

This paper cites R., Kennard, C.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers R., Kennard, C

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:22:19.332071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.836212Z digest=sha256:cda478dfe71940a03c7e07e5226a517b5f0bfd889d6127b3f2afcc6c47031fbc

Observation 02006040-6eba-46ea-824a-a50ddf261a55 · outbound

This paper cites & Friston, K.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Friston, K

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:22:19.320085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.839087Z digest=sha256:be0e986173e9bf3856d5bf54ec89eef828bb95fbfa8db3bb12507ff24be6233e

Observation 7728dcd0-9a9b-450e-a89d-8cd2ab1f2ac6 · outbound

This paper cites an unresolved cited work.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:22:19.308639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.842373Z digest=sha256:100db9d7b249653f9ac53c059fcefe44c57517339e3997f931b90bee6dd7c12c

Observation cdbb456c-70b5-4976-b3b9-52ffccff6ce0 · outbound

This paper cites & Friston, K.

Generalizable automated ischaemic stroke lesion segmentation with vision transformers & Friston, K

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:22:19.296381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T14:22:18.845960Z digest=sha256:d5e01b72572030889d64b5427ab15c36d8d85d6f69ac339427c71f3a599bb717

Pith citing papers

No inbound Pith citation observations are available.