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Paper Citation Record · LEDGER

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis

As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.12092.

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

pith.paper-citation-record.v1
2507.12092 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:00:28.498746Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact21
  • verified fuzzy0
  • unresolved23
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b705b359-9cae-4357-9b79-899c64f1efd3 · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 1

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Observation d6641fae-b7ea-427b-b1d6-9c28214233a9 · outbound

This paper cites Portaccio, M.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Portaccio, M

Reference 2

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Observation d4f7000b-2d1a-48ee-b6f6-060507908130 · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 3

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verified exact
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Source-reported events for the cited work

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Observation f2c1e9d1-9209-4610-b809-4da572a1531b · outbound

This paper cites Hametner, T.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Hametner, T

Reference 4

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Source-reported events for the cited work

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Observation ce4ebfe3-c573-45c3-8798-38f3ddbaf5f2 · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 5

Resolution
verified exact
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Source-reported events for the cited work

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Observation 34d41d8c-357c-4214-bd42-d7eb161555e6 · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 6

Resolution
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Source-reported events for the cited work

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Observation e4c33baf-7107-4b13-9b3b-a35496b20133 · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 7

Resolution
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Source-reported events for the cited work

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Observation 03c109b2-e677-45aa-9f18-8a8673684130 · outbound

This paper cites Cagol, R.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Cagol, R

Reference 8

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 527c6823-0863-45b3-a4d4-51a9c365d937 · outbound

This paper cites Absinta, P.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Absinta, P

Reference 9

Resolution
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Source-reported events for the cited work

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Observation eb09c572-2d57-4c5a-8529-6da0d8346b3a · outbound

This paper cites Maggi, P.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Maggi, P

Reference 10

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verified exact
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Source-reported events for the cited work

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Observation f4835384-d2a4-4642-9f78-a9abe3cdccd9 · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 11

Resolution
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Source-reported events for the cited work

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This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 12

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Observation 7e3e8e16-b2fd-4a17-b746-f5f69ab5bbea · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 13

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Source-reported events for the cited work

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Observation b8521299-13ee-4b31-9187-394e95b8dd1f · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 14

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Source-reported events for the cited work

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Observation 901b6550-1408-478b-8d2a-c38b25f1c7c2 · outbound

This paper cites Ronneberger, P.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Ronneberger, P

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 66007d98-e55a-4cdb-9681-27e5ba4eec3c · outbound

This paper cites Çiçek, A.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Çiçek, A

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5cd426d0-261d-4b34-bd73-254885ed106d · outbound

This paper cites Kober, C.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Kober, C

Reference 17

Resolution
verified exact
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Source-reported events for the cited work

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Observation 902f4902-fd20-441e-a109-97c9899600c5 · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 18

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Source-reported events for the cited work

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Observation 3d4548a8-2d7c-494d-89e6-5b91062d9a29 · outbound

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 19

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Observation d0ebe836-c8b5-408f-bbd3-541b1ff3386c · outbound

This paper cites La Rosa, E.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis La Rosa, E

Reference 20

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Observation 787a5f63-c13d-41c3-b4d0-c1fa38df9624 · outbound

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 21

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Observation a901e566-2a9c-48b0-9bd0-68344080d593 · outbound

This paper cites Isensee, P.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Isensee, P

Reference 22

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Source-reported events for the cited work

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 23

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Observation 9ed85d3a-452c-45b9-a67a-4c0f74adae9d · outbound

This paper cites Isensee, M.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Isensee, M

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites Billot, D.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Billot, D

Reference 25

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Observation 63faf8ea-a6a7-4245-8311-ae0171d56514 · outbound

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 26

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Isensee, T

Reference 27

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Reference 29

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Observation b069a7b9-89b0-4391-ace7-5e6d66527fb9 · outbound

This paper cites blob loss: instance imbalance aware loss functions for semantic segmentation.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis blob loss: instance imbalance aware loss functions for semantic segmentation

Reference 30

Resolution
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Observation 9c259298-e0a9-4e1a-bfe5-dcaf739976e9 · outbound

This paper cites La Rosa, M.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis La Rosa, M

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6d372b53-c3b2-4e1b-aa7e-85fb7e9f5f4b · outbound

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 33

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Source-reported events for the cited work

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Observation debe0581-499a-4df6-83e7-83b3873c1b70 · outbound

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

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 34

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Source-reported events for the cited work

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Observation fac56a3a-6879-431e-a830-babe04ee80a5 · outbound

This paper cites Jiang, M.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Jiang, M

Reference 35

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Observation d82881fc-ce81-4612-b542-dfe135d2d1cc · outbound

This paper cites Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images

Reference 36

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Source-reported events for the cited work

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Observation 86dec3dc-be7c-4fa1-b5ce-255d8c1f4f81 · outbound

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation a86f3367-d310-45ba-a1e6-a68ad09ce58c · outbound

This paper cites an unresolved cited work.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 38

Resolution
verified exact
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This paper cites Maranzano, M.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Maranzano, M

Reference 39

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This paper cites Machine Learning with Multi-Site Imaging Data: An Empirical Study on the Impact of Scanner Effects.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Machine Learning with Multi-Site Imaging Data: An Empirical Study on the Impact of Scanner Effects

Reference 40

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This paper cites Segmenting Small Stroke Lesions with Novel Labeling Strategies.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Segmenting Small Stroke Lesions with Novel Labeling Strategies

Reference 41

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Raina, N

Reference 42

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Observation f32a578f-4699-4541-a4cc-b41ffce4870b · outbound

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Spagnolo, N

Reference 43

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Observation 932ebccc-6b70-416f-ae30-db0a7402db1f · outbound

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis La Rosa, A

Reference 44

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Revisiting MAE pre-training for 3D medical image segmentation

Reference 45

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Observation eef07a91-4b06-4d1d-bcd8-4811f0733fe4 · outbound

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Zhang, C

Reference 46

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 47

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Molchanova, V

Reference 48

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This paper cites doi:10.1038/s41591-018-0300-7, publisher: Nature Publishing Group.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis doi:10.1038/s41591-018-0300-7, publisher: Nature Publishing Group

Reference 56

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Observation 8335c12d-66f2-4ab6-b911-d12fd8f2def5 · outbound

This paper cites doi:10.1038/nrneurol.2016.166, publisher: NaturePublishingGroup.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis doi:10.1038/nrneurol.2016.166, publisher: NaturePublishingGroup

Reference 722

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Observation 0f61f2fc-4641-481a-9c92-68ebaed87d5c · outbound

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Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Unresolved cited work

Reference 1363

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Observation a72b7fff-830e-4ffa-9e5f-ac80aedc5685 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis Adam: A Method for Stochastic Optimization

Reference 2014

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Pith citing papers

No inbound Pith citation observations are available.