Paper Citation Record · LEDGER

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

As of 13 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 2026-08-13T06:32:02.005865+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
metadata mismatch0

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.305470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:50:33.883818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.317070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.322850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.328239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.339718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-13T06:32:02.005865+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.349856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:50:33.828988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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; local_arxiv, observed 2026-08-12T13:50:33.636665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.365777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.370829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:50:33.800979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: 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 2026-08-13T06:32:02.005865+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.385931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.390987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:50:33.745389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-12T13:50:33.396116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:27.795859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: 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 2026-08-13T06:32:02.005865+00:00.