Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.130825Z digest=sha256:d928ea21b759c96abb9c7da7260b6cdd8b0c22e3511f59f12cd4aac6630729b1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.194498Z digest=sha256:1e3f8fa2b28054f70312965340360c78906fbe201152a5c86fdc9c47ea607cb7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.273752Z digest=sha256:92cb5a8152cb42e431a2fcdae709995092da8f8893671d331fe884b51920f40e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.332695Z digest=sha256:0e9fb7c92a2b4f50930aec5b4b51250216ab914307e3b2b756771e0df2403bc6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.386190Z digest=sha256:0494e12ff3135a38a7d18d879308f9cf0d5038765c5719f6efe29c7f1098b418

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.453107Z digest=sha256:6395a806795dcd7054482810bd5777f74db097b082628f41badcc89332bb9aa2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.570895Z digest=sha256:949799562e0a024479ea601f8efa1d63032dc6cabc6cb2625bb1d431b981f955

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.655186Z digest=sha256:2fb2b12daa522db23a44c45407dc6a9259084029730a8fc2334d723c424f6a6d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.723093Z digest=sha256:70d149084d5b5d6dec2d1bc202a0ab6b890ed862616a66a33baf05cafe97199e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.796370Z digest=sha256:4678ba9ca6ede1c0203ebb6bcb69a3f6af818b7e58b9a79025394e5483ab3f80

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.931448Z digest=sha256:7940498448520ad8afedcb3b6ede79dad1e5aaeb64af27774a4c601f62dab3e8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.968002Z digest=sha256:60065cc8cca7990b28efdf3671b3cd0e0d880e179256acd2b68b41da8f195541

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:26.059156Z digest=sha256:5a72a3b64146bf8c99890a0e2b0e38ddca6d2a0e47a2501ef648c7e9c348192b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:26.289581Z digest=sha256:0f2728935a21a1f21243163a91039bccb482095ede0fc8008f15e05538a8189b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:26.422775Z digest=sha256:357af7a57b427795f071532d7466ece5b785ac2ae292429eb1373129ec478213

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:26.487527Z digest=sha256:35b7c008324f774cb0664396ce72dcecdfeb3ec42d853aee2e7fe122d324aef8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:26.555038Z digest=sha256:d0863a8ea374b3d0a8b00d0b244c4589b8b882d2b4c4e8a8cf7bb5d53cc0192d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:26.689173Z digest=sha256:fdc927a19f15d4a043c3abcd73159d8d029ea3c56a91d18ab83157f6b151ecd6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:26.911824Z digest=sha256:5181e03529f3b9f765785081047cc0effeb6d8ae6363c7e7dc80c5088faa5651

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:26.985583Z digest=sha256:1cf36f1246fba610564f5906853c2390496ae863435573ea1a31b2fa490f5281

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:27.307724Z digest=sha256:b9192585e94763c179596612820726bfb774e5213287fd81f74f1cc79ccd5452

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:27.572107Z digest=sha256:49c037ea2acb7998e0641dcc024ef083035ad5b726ff9586b7a7fe43773d92b2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:27.697430Z digest=sha256:fa5322a10ff864a848d8576878b5f483d864e98de374506242087cc7d4c8b939

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:27.826779Z digest=sha256:47607c039017580b6991a0efcd7e949c9fab42cfc19d2e4ca335f341ecb6d810

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:27.924228Z digest=sha256:2808ee3f5e369f956f37a9ab5d080224e8e408beb7de75cc87d8f3ede85f58d4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:28.009723Z digest=sha256:04729b600fc4253b45df56416cf80393c6ef02ae3cfaa8859b4866109dc551e4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:28.126145Z digest=sha256:3600ac3c4b5ab3d9d2356409c220f4520adb2601bd33479929aab597b46c413a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:28.249287Z digest=sha256:315c90c07f764dae8b49900e742a1074cfc14b90c7fb5e8ce6db0f61ec8050d3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:28.352977Z digest=sha256:1da1317e6df7e75fd0f8acbd98e01927aa68b3c9b0353167c4cfcafe1906727c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:28.462986Z digest=sha256:e6bfe87eb56a0fb03c8dcc83e0a2623f4172808ffc64671c153991fa995509c7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:28.498746Z digest=sha256:628ab6f6e892928f7c4db1f776e6b247d79fc05e29d98cf05dd56a77a74e960b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:00:25.489097Z digest=sha256:17a47d56ef374850d2f9cc73b5dfb0a8d35430b77df0cc21a6b2f936d9567449

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.