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Paper Citation Record · LEDGER

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics

As of 19 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 2 inbound Pith citation observations for arXiv:2411.15872.

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

pith.paper-citation-record.v1
2411.15872 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:50:33.406114Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:57:27.795859Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T07:52:13.727943Z

Reference resolution

20 of 20 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved13
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 150a329e-a39b-4f8e-a118-eaee7770981b · outbound

This paper cites The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa).

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 20771dcd-5de9-44e7-9423-101a904cd732 · outbound

This paper cites ArXiv (2023).

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics ArXiv (2023)

Reference 2

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation c2cba26d-4828-43f0-88d3-324451feac94 · outbound

This paper cites The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification

Reference 3

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Observation 1ff4463a-fa30-425b-92cc-a343decac3f1 · outbound

This paper cites The cancer imaging archive286 (2017).

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics The cancer imaging archive286 (2017)

Reference 4

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source=pdf_text observed=2026-08-12T13:50:33.322850Z digest=sha256:fe8fe3c4fe1fead71aec32aa71e13424d53d1953bb739c8d6e14b31ac4bd0475

Observation 1f93d9e0-edbf-452a-b178-27747714e495 · outbound

This paper cites Scientific data 4(1), 1–13 (2017).

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics Scientific data 4(1), 1–13 (2017)

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 34ecc6a7-58d9-4d8c-bac4-2db6ec20c642 · outbound

This paper cites The Road Less Scheduled.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics The Road Less Scheduled

Reference 6

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no resolver link, observed 2026-08-12T13:50:33.333570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:50:33.333570Z digest=sha256:249478eaedceaf992d90c32e36b60679e90f3c434b64ceb5fd9304339f693b79

Observation f359b0dd-8e76-413b-85d7-93590738a814 · outbound

This paper cites How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation

Reference 7

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Unavailable: canonical work link unavailable.

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Observation b77bf15a-e23e-4fb6-a671-949cd2fb7fff · outbound

This paper cites In: Crimi, A., Bakas, S.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics In: Crimi, A., Bakas, S

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:50:33.845517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b6cfc9f9-c6d1-4748-b052-234f593eb593 · outbound

This paper cites The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs).

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)

Reference 9

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source=pdf_text observed=2026-08-12T13:50:33.349856Z digest=sha256:668b0e9def36ec03ac210662d72598eab17cd721c98c0f7eadddc39dab69f69d

Observation dd106ebf-4cc2-4c6a-948c-222739cb99a1 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 10

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation be0ecc1a-d127-4d98-a69b-04f5ed74431e · outbound

This paper cites Advanced Tumor Segmentation in Medical Imaging: An Ensemble Approach for BraTS 2023 Adult Glioma and Pediatric Tumor Tasks.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics Advanced Tumor Segmentation in Medical Imaging: An Ensemble Approach for BraTS 2023 Adult Glioma and Pediatric Tumor Tasks

Reference 11

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T13:50:33.360573Z digest=sha256:7f15f35a5dc349119a6244ba2e0c8ad0616e0a16577ffd75d7d762ef1b3c1fdc

Observation e9256165-ca3a-4a6f-bb72-4fd7b7658896 · outbound

This paper cites In: 2024 IEEE International Symposium on Biomedical Imaging (ISBI).

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics In: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Reference 12

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source=pdf_text observed=2026-08-12T13:50:33.365777Z digest=sha256:5e20661814c6df71b111ce5a08d3d6392495705b9ffdd94718528e24e6214085

Observation dc17f01d-dffc-4100-bc96-1d8011aebee0 · outbound

This paper cites IEEE transactions on medical imaging 34(10), 1993–2024 (2014).

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics IEEE transactions on medical imaging 34(10), 1993–2024 (2014)

Reference 13

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source=pdf_text observed=2026-08-12T13:50:33.370829Z digest=sha256:b26ba046371ab7685c7884728a24505503b70046c2ca6ff9353378cad555f517

Observation 191f202e-dbc0-43f5-a4a9-f11f28e5ce1d · outbound

This paper cites StatPearls [Internet] (2024),https://www.ncbi.nlm.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics StatPearls [Internet] (2024),https://www.ncbi.nlm

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T13:50:33.376064Z digest=sha256:271a00e5480be73bad99d42016c8e06843eba6b0ff8e0721bdae3854c501f06d

Observation 4bfe401d-be94-4d75-aa4e-2226f32a3f23 · outbound

This paper cites Physics in Medicine & Biology63(5), 05TR01 (2018).

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics Physics in Medicine & Biology63(5), 05TR01 (2018)

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-12T13:50:33.783711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T13:50:33.380997Z digest=sha256:11096693e780b24d1ebca1006cf55d8918d67949170265219eac45252353fd7f

Observation b779d706-6715-4cb5-9132-39710b151ed1 · outbound

This paper cites Human brain mapping31, 798–819 (05 2009).

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics Human brain mapping31, 798–819 (05 2009)

Reference 16

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source=pdf_text observed=2026-08-12T13:50:33.385931Z digest=sha256:16330f3d4e3b617b422cade4e7da6b9fae71fca82a0d9cce19bc43cec1e1ff5f

Observation 815b91fc-d9a3-4265-9afe-42aa702fa9a0 · outbound

This paper cites In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F

Reference 17

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Unavailable: canonical work link unavailable.

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Observation 54e17704-08e3-4ca0-ab1f-ce321530a890 · outbound

This paper cites MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation

Reference 18

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no resolver link, observed 2026-08-12T13:50:33.400969Z

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Unavailable: canonical work link unavailable.

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Observation 030eb144-b975-4a9b-ae04-685aa1ee59d2 · outbound

This paper cites In: Bakas, S., Crimi, A., Baid, U., Malec, S., Pytlarz, M., Baheti, B., Zenk, M., Dorent, R.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics In: Bakas, S., Crimi, A., Baid, U., Malec, S., Pytlarz, M., Baheti, B., Zenk, M., Dorent, R

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation da5db689-1e00-4d6b-b851-8e5bb9f42080 · outbound

This paper cites an unresolved cited work.

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics Unresolved cited work

Reference 2015

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unresolved
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Unavailable: canonical work link unavailable.

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Pith citing papers

Observation a3c6abcc-3796-4c98-825a-ab67e9fcdc9f · inbound

BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis cites this paper.

BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:57:27.795859Z digest=sha256:ccf0916300e9078091eba7da5f6434c92596fe452cbbe1dce39bc304359639cc

Observation 8a02794b-6b75-4a39-a5b1-39b85004e1d4 · inbound

Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset cites this paper.

Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics

Reference 15

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verified exact
arxiv_id, observed 2026-05-10T07:52:13.729271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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