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Paper Citation Record · LEDGER

Generalizable automated ischaemic stroke lesion segmentation with vision transformers

As of 24 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.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:22:18.845960Z

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

No source-named external measurement is stored.

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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Observation 114bc9ca-fb4d-4912-b71c-6267832998b4 · outbound

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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Observation b573365b-d360-464c-8168-0ed2d883576f · outbound

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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Observation edad988a-2b7e-42c1-a6db-a6cf1df0bcbe · outbound

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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Source-reported events for the cited work

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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

Resolution
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Source-reported events for the cited work

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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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Observation 305efca2-1562-4ec4-84fe-894de2f57cb0 · outbound

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

Resolution
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Source-reported events for the cited work

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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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Source-reported events for the cited work

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

This paper cites & R H, H.

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

This paper cites & Viriri, S.

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

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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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

Resolution
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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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Source-reported events for the cited work

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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

This paper cites an unresolved cited work.

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

Reference 20

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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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Observation b55f1401-5fd1-42e4-9ec2-a70437b10286 · outbound

This paper cites an unresolved cited work.

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

Reference 23

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Observation fd09f915-620c-4fc9-ba45-f3dd3c2777a8 · outbound

This paper cites an unresolved cited work.

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

Reference 24

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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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Observation 277fbe32-f1b9-4d7d-8b4a-757023950788 · outbound

This paper cites & Ashburner, J.

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

Reference 26

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

This paper cites & Abdallah, F.

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

Reference 27

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Source-reported events for the cited work

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Observation 98d64b59-9ff3-48a2-b9a4-53c1f9ca9f30 · outbound

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

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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Source-reported events for the cited work

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This paper cites an unresolved cited work.

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

Reference 29

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Source-reported events for the cited work

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Observation b493f540-8dcb-47cd-a85a-ce3ad7e8d7d8 · outbound

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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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Source-reported events for the cited work

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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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Source-reported events for the cited work

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Observation 94969790-69e6-4df8-b628-08cfc16873f8 · outbound

This paper cites Medical image data augmentation: techniques, comparisons and interpretations.

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

Reference 32

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation ba846cca-5d5e-4975-a46f-a4613397d901 · outbound

This paper cites an unresolved cited work.

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

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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

This paper cites an unresolved cited work.

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

Reference 34

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Source-reported events for the cited work

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Observation 4a2c88d9-1b16-44c0-aab8-64b85f688eab · outbound

This paper cites an unresolved cited work.

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

Reference 35

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Source-reported events for the cited work

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Observation a1440df4-89d0-42a6-9118-f95d052178dc · outbound

This paper cites H., Cardoso, M.

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

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 6210f805-d134-49f1-8350-ad92c3754227 · outbound

This paper cites & Ahmadi, S.-A.

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

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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=sha256:2c6b8b67b6c2cf24272831944686b9b63795fa200b55e7059ae2d87f6252198e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.778413Z digest=sha256:42ffe6c4d455769235c80c73a79f7587713b99a1529c95c7044c9227e5f94d2a

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.782199Z digest=sha256:3d044c2e046a31bb71985bf5e3f00c05c01125382fe57f4997f555c06d06389c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.785794Z digest=sha256:cb1ecf0658dd1b008f887b7866647e0c447936bdf6acf7cae6c7b8145599b026

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.789423Z digest=sha256:ff2de0deb3bab160d5215e00bdfcc10a5dfa9d92b2e6da5e9e048b040473f8d3

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.794024Z digest=sha256:539cdc98503830c226e2d3e81a8db74367b38d0e1f88c18fd34729e5e417488b

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 2026-08-23T06:30:58.430688+00:00.

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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:aa4a6b038fc4357eff434c4e81558ec52c7214a33c028165fe73f92fca90d9a1

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.805824Z digest=sha256:a92497fa7089085d28bdad32a0debe284e780ccd9d269c646c8d5b0e5578ee87

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.809275Z digest=sha256:7ef7aeb3ca0848b52d3fe299810984712f27d548a6e2a8cdc50032a2153ba6aa

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.812257Z digest=sha256:bbfe6f4cb1759d50d744b14344dea90526b30065b609e3611d2876ccd23c6ba7

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.815233Z digest=sha256:124345a85ed76c870deacd242fb66829937fe042d073e64ea04bf17e76cbf55b

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.818143Z digest=sha256:da4e83652bd763a78152b62856ade9a2c51f65580815117766a9665bb402af1e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.820925Z digest=sha256:3927d964bb016764dcd12975fa4b900a2ab8637e22cec21e03690c80a4e3a7e0

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.824060Z digest=sha256:e1255c3582b4cd421d5c7119220dc97a0b9ae3f64d632fd6bf8f68005ae0e2be

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.827093Z digest=sha256:ec4f70860225e3856a9bfba4b8c88aeadd0250a6eeb2559db9cbb9b40f8b66f8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.830129Z digest=sha256:1341d8dcc98b0d605c0de407f159d91a207a8c980886496b1fd8a5a654c232c0

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.833026Z digest=sha256:fcd4f421b319d1ae1bfd0e11018baa799fc93d87ec2d706b99382d8fd74af78c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.836212Z digest=sha256:d18ef0304eea0d4f81a4c4953b38d20b71fbb3f2cd3bf8882114417b96d486ab

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.839087Z digest=sha256:e02639db993bda751e46e84f68d4626f7ef4ee6df96e6a5fe6f121eb226d7aee

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.842373Z digest=sha256:2912284f8b4894d1c1571a69ffb090aaccd94a9951146f848ba06695e50d27b8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T14:22:18.845960Z digest=sha256:f2f1b42df8b03808daccec91af3cd95ba95d0a86c45b35fb8a9a4cc1cf965c71

Pith citing papers

No inbound Pith citation observations are available.