Pith. sign in

Paper Citation Record · LEDGER

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

As of 9 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 2026-08-08T06:32:00.761636+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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:25.052300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:25.052300Z digest=sha256:f5533bbaddde33167e4dc1102b79909d52ec31b91d161347aec236f545fd62f1

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

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:00:35.614471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.130825Z digest=sha256:a9c88c244659f64514af50e7f2d450b737de4b5971e9d79ee5a73c17851197f3

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

Resolution
verified exact
doi, observed 2026-08-06T17:00:33.253013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.194498Z digest=sha256:ab1121711cb481050bc9aae791234c90a0e8bdc27170247f16f941d4ab1958d7

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

Resolution
verified exact
doi, observed 2026-08-06T17:00:33.070680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.273752Z digest=sha256:a9723d4fbc5f093da7658c70f0e177e989bac110df1facf9e8a13ac2a4fa35c9

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
doi, observed 2026-08-06T17:00:37.145247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.332695Z digest=sha256:2171b949b46c938f0c5835402c191f41bf9b993a4e5a4fa3ba0ab8d52d03dd0e

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
metadata mismatch
raw_fallback, observed 2026-08-06T17:00:35.378608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.386190Z digest=sha256:18b9bfcaa01302eeb23eed7863db9b34aea2aaa96c1f363d37f943f33d05196d

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
unresolved
raw_fallback, observed 2026-08-06T17:00:36.940858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.453107Z digest=sha256:7075b95cddc950f7d6930ac9efe36145609c87b7f4a2a1d40aa47bb3324d94f1

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
raw_fallback, observed 2026-08-06T17:00:35.149732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.570895Z digest=sha256:8bb243a2e754af29450c29394c64d6b2320027222278f28dd3e043e2979072ba

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
verified exact
raw_fallback, observed 2026-08-06T17:00:34.941789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.655186Z digest=sha256:54ea72b90b1f56322687ebe1c2f431c45fe49393a15c69f0dffbbdcd6728496c

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

Resolution
verified exact
doi, observed 2026-08-06T17:00:32.720187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.723093Z digest=sha256:ca78687938ce733c292adb1744d092a8334f9db76ae6f566894c45545add4ddc

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
unresolved
raw_fallback, observed 2026-08-06T17:00:36.727150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.796370Z digest=sha256:9e9927f8c518dc729702d2e5e6437caff21e0d8d415d516a840a15eb4cf636f4

Observation 499f5ccb-81e5-4c2c-9527-c95c0dfe1d17 · outbound

This paper cites an unresolved cited work.

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

Reference 12

Resolution
verified exact
doi, observed 2026-08-06T17:00:32.545815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.931448Z digest=sha256:36f7286de58a3dce84acbb3218dd9363258540d2fe984b1dae2b6b9695106be4

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

Resolution
verified exact
doi, observed 2026-08-06T17:00:36.504500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.968002Z digest=sha256:45284c5eb255a546151d60c58249f864d6d1357267f6e57ae460fac3cad49496

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

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:00:34.716549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:26.059156Z digest=sha256:61dc24716552b63c482ea02a2475585b43f045bd8d3972e19822495f0ee80c3b

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:26.143670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:26.143670Z digest=sha256:44fa59fbff5452f0a3a11d40cc5542efa4bd7f380b4f481d964f9772fe33535b

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:26.227829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:26.227829Z digest=sha256:5b1d798f9f4fda50eff2f215d6c30e3183c5c5d1295f87ce2ece3cfcb4771bc1

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
doi, observed 2026-08-06T17:00:32.287929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:26.289581Z digest=sha256:6dbfc2754924e1d002024999b53a9d61181096a9cc930b374ef8648c454f862c

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:26.358728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:26.358728Z digest=sha256:372765c9727edd7878e0baab5836189d88e9b17874c5b4f7f09c9cbe79c939a6

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

This paper cites an unresolved cited work.

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

Reference 19

Resolution
verified exact
doi, observed 2026-08-06T17:00:32.075370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:26.422775Z digest=sha256:81ee6af81f7f44d6fbadb43ad699841f4d8467015bd986c4cec5cc2fcbfa0a87

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

Resolution
verified exact
doi, observed 2026-08-06T17:00:31.811731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:26.487527Z digest=sha256:daaffaa243915d1c3efd585ddd2079b701a49c4d15e04770c13197abfd6456e1

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

This paper cites an unresolved cited work.

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

Reference 21

Resolution
verified exact
doi, observed 2026-08-06T17:00:31.499113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:26.555038Z digest=sha256:6d6299fa5f858cc76df9f389ae289c81f6374583211e00d5746984bcde29ab22

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:26.621736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:26.621736Z digest=sha256:451e24e18d9205db25be13468f5271844145e1d5739c789ef545f7fdad0b3c6d

Observation 5cedbf05-0e0e-43f1-89b0-5cc4db5fb8c5 · outbound

This paper cites an unresolved cited work.

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

Reference 23

Resolution
verified exact
doi, observed 2026-08-06T17:00:31.160721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:26.689173Z digest=sha256:54edc67f14dd092592ff61e4752f8197be3366514ce6e9dbae6c5fe701029925

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:26.764375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:26.764375Z digest=sha256:e7281427d7626eeff66e945c1c66dbb72ab401115d9fab9ec87fe30404dd2b36

Observation bcff903e-51a6-45f7-b2e1-1b2a6d2be23e · outbound

This paper cites Billot, D.

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

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:26.829183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:26.829183Z digest=sha256:36946fb1be79c0d19e2a7291dc416ac803e6c1c789b700b7b400131c6eb7231a

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

This paper cites an unresolved cited work.

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

Reference 26

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:00:34.394094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:26.911824Z digest=sha256:8edd99d688fc6f889587f6539ce8a18c4fadbde51cacb0432cd5299a43b25455

Observation 2063754f-8e67-4fd2-a4ac-a79ec9132906 · outbound

This paper cites Isensee, T.

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

Reference 27

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T17:00:36.337210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:26.985583Z digest=sha256:c30ee703ea09317a1295e8d6485268e6be8218cc25fdcdd957e721ed88301558

Observation d11eee4a-d7e6-49af-973c-18be34e43aba · outbound

This paper cites an unresolved cited work.

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

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:27.049106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:27.049106Z digest=sha256:4be43038bc402ad070b26c611a1433ba808ac32ab57d68ed6981df817492a5a5

Observation a0a903c5-f68c-49dd-9bbd-bdf45ffd79f6 · outbound

This paper cites U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation.

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

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:27.222560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:27.222560Z digest=sha256:067ee73ecbe318549dcc8bbe70a76a37adb886a03705963bcb83c7884e12cba8

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
verified exact
local_arxiv, observed 2026-08-06T17:00:30.750993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:27.307724Z digest=sha256:f53e5cdcc967de2433485e1ba0c0017e7129e13943b4b274eba90e84d031ff7e

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:27.428906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:27.428906Z digest=sha256:2eeb9cd9d4622449f598f47bcbb6820dcae1faced82fd7704a50816deb1da8f6

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

This paper cites an unresolved cited work.

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

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:00:36.153006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:27.572107Z digest=sha256:979bc695fad87051893447e57a6ff845c64103184c12c5a3287b196c1a2fd313

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:27.637678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:27.637678Z digest=sha256:779f46ac8ca12f5c6e56c645699a3038d83cee1a4238ba0621b18f35c18eaac3

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

Resolution
verified exact
doi, observed 2026-08-06T17:00:30.427183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:27.697430Z digest=sha256:34744088068b9a646bcd33b9fc4d40fc35ba3663638376b811442b728917afd6

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:27.761483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:27.761483Z digest=sha256:12e9e8895209ace61676c73dba309698c690b689b8aadf746b11245b7db02c32

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

This paper cites an unresolved cited work.

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

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:00:36.008405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:27.826779Z digest=sha256:22417036b0cf084600b4525980ff8504da7b3778cf6f051284d2ab0331f93486

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
doi, observed 2026-08-06T17:00:29.966909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:27.924228Z digest=sha256:e620ae8ececaeb11306ba7b95c74835fd3c1698539b69d19223be133ebd4ee4e

Observation bf3dc09e-fb09-453a-89fd-e9f2e25aa237 · outbound

This paper cites Maranzano, M.

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

Reference 39

Resolution
verified exact
doi, observed 2026-08-06T17:00:29.558404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:28.009723Z digest=sha256:8788249e76ad87366ceb8869fa909e0d9505c76b176169df102592adce6e89b7

Observation 21f24d05-09e2-4d5b-81f4-1b81d2b07369 · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:28.076520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:28.076520Z digest=sha256:47f0cf0e04fbfc7c7b352afca71905c2335d7cfcb9f6f09c868ca3f88bb57d16

Observation af3606c0-461f-4025-a172-3da3b8279108 · outbound

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

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:00:29.180915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:28.126145Z digest=sha256:d0be93b7c577bda64a9c7e96fa599287de05216abadc9792c9f37c67a650275b

Observation 8bab1636-ac2d-483b-8db4-c9887cb3956b · outbound

This paper cites Raina, N.

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

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:28.194024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:28.194024Z digest=sha256:1934f8a0f77a6e0e2e11a24ee9d0531239566d3726a4e9879fc0e31af8b079be

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

This paper cites Spagnolo, N.

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

Reference 43

Resolution
verified exact
doi, observed 2026-08-06T17:00:28.800271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:28.249287Z digest=sha256:fd96ad3793b31d21331aa543422964f9c9b9e2a071cc56d2f766c2af37035927

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

This paper cites La Rosa, A.

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

Reference 44

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:00:28.310668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:28.310668Z digest=sha256:c9d2cc6ada1e7145545421e39f0824ce0b0d942e3f2d0b4a09b9bfe098c2666c

Observation 9ce6733d-47f1-4987-ab7d-fb0fba0523a0 · outbound

This paper cites Revisiting MAE pre-training for 3D medical image segmentation.

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

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:00:28.640006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:28.352977Z digest=sha256:edbe566af6783902ffc83f3ebb2efee6cf03edc04c05a220369ad10d4e10b5e6

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

This paper cites Zhang, C.

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

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:28.421085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:28.421085Z digest=sha256:b68d60a9d0b9533a75be791257adec15a4488102a7734b33b0da5bc3df884def

Observation 8d749ff1-c538-4913-8b8a-70e76be89d61 · outbound

This paper cites an unresolved cited work.

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

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:00:35.809269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:28.462986Z digest=sha256:57542eedf7b0a29c60f6c6789b30971568056d8d9bb7d15dfb642d0a28e4676f

Observation 592baaa0-890f-4aa4-a445-5b06a3f6d28b · outbound

This paper cites Molchanova, V.

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

Reference 48

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:00:33.447257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:28.498746Z digest=sha256:9b436e7c05993f9bcf85e55c3d2864c3997c7333742f90aacb93945d047fef4f

Observation 4a3c1a85-9802-492a-8e83-9e6cb3ef3091 · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:27.872953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:27.872953Z digest=sha256:769a38e948cb95068b786b2ba29e37b5f74618ce456339423a45848fa1753bc5

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:25.863850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:25.863850Z digest=sha256:fb4362331ea23ffe71158c2bcd2cdba737bee19e2d32e29ea7ca45c78f257f77

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

This paper cites an unresolved cited work.

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

Reference 1363

Resolution
verified exact
doi, observed 2026-08-06T17:00:32.809111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:00:25.489097Z digest=sha256:a5ccd0fe324d728f664e2697d32554e99623675b5d08a35e53b5bd1461e249a9

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

Resolution
unresolved
no resolver link, observed 2026-08-06T17:00:27.132809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:00:27.132809Z digest=sha256:5ffe97f8d6ba7821716ec0971d986da8c854b7903011242ecea87e6b66dc5fb2

Pith citing papers

No inbound Pith citation observations are available.