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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

Reference 4

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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

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

Reference 16

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Source-reported events for the cited work

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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

This paper cites an unresolved cited work.

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

Reference 18

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Observation 27f08168-42d7-4fdc-88e9-a0a9b37379c8 · outbound

This paper cites an unresolved cited work.

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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Observation 66335976-458a-4f74-b9dc-045fa3ae084c · outbound

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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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This paper cites H., Cardoso, M.

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=sha256:0bedcf80246c18e87653ea32c579398cb86b9b8eb72b607687393309ec68265e

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=sha256:61b87d3adbd355973cc25903552ce0eaba4d10d6c47889e77b85f01ec82ae908

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:d2f6b5041450595c6c232311b31d148fa11079e47a4888e9109d2313afafc66e

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:e9fd6935bd317b8d316e4be0d250495c3a9d341815ed743752e3ca2d19622ee4

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:a5d1be403136b9eb0e398ce8ed19ebb21a3d756f151ec2d7ea0e08d1a8c50642

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=sha256:538670885028ad165cfb994c9991bbd96ad798270d95e61d38f3394f78e90011

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:a94753380976a44967e2eba5ba3e65837a9419c64b4c6008b7c592f60ab43c96

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:f05cefa78625cf950534db50467f580c5c9d4dd1a71aa18308381d51d480d095

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:ae0a86414caab77dd34b7fb0965c845b6d4b1f786b14a5d356ce6d1336a61629

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=sha256:8edc6122184c68b74604407d8e4bc2493dbf439f65d08d42c67829ca623187f7

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=sha256:2ac8582a00808132012591018a7c3f43667e105e481d2ae6988679c6b36873bd

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:d609a165bc8d2f7ca4adfc5642f716abdfe4bcd18f3304b2be020fcf40e008ec

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:a245600e486f5fb589f38d2b2e462506443e4e804eec22f38a03ec98d58647d0

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:ab74e734e49ef0c4b7314e11410d46694b126457f56cd1b24fd73dd9980f1d2d

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=sha256:383b6ede1af6011c5d5baafaebea682eb9cef62abaca5602a87a4c33c0ad35b5

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=sha256:46e8ad93676125e7536a8bbe290b99c173e9a35ef7c27208174afbc3f1a414db

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=sha256:5c382510591b9bf3eb7cf3f97b037b42827e42dfb8e114c4790d17b321afd097

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:c734fbaf34fb1bdda40ee790090e70a2d87858dcce04c82d82e7ff5434a98901

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=sha256:506e12f0b6a5f5b8a414cc974bcb779985a57c73ac17ce043f9bd32415ecfcee

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=sha256:6f67b0940f45c8488fbf1fde051958f12a72242594814be8f74763f5f3564f92

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=sha256:2e3bad9f073e719bbd77491a91cdc3b2d4a0bdba5efd6f7d90250788075bf88d

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:fd7dbf3d82a8fa17b65e299f73326d29758ebb710e6a5337b682a461e9689a9c

Pith citing papers

No inbound Pith citation observations are available.