Paper Citation Record · LEDGER

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy

As of 13 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2411.14752.

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

pith.paper-citation-record.v1
2411.14752 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:01:02.648091Z

measured 16 of 16 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 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

16 of 16 outbound references displayed

verified exact2
verified fuzzy10
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a3e11eeb-7f1d-4cab-a03e-40114ac6fedf · outbound

This paper cites Kiser, Benjamin D.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Kiser, Benjamin D

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.898267Z

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 a8c05a59-eb02-4e15-805b-bbac8940dda0 · outbound

This paper cites Pollard, Zhifei Wen, Ramaswamy Sadagopan, Jihong Wang, and Geoffrey S.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Pollard, Zhifei Wen, Ramaswamy Sadagopan, Jihong Wang, and Geoffrey S

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.884961Z

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 9204b30c-c0e9-4172-add9-343c96e1d136 · outbound

This paper cites Overview of the hecktor challenge at miccai 2022: Automatic head and neck tumor segmenta- tion and outcome prediction in pet/ct.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Overview of the hecktor challenge at miccai 2022: Automatic head and neck tumor segmenta- tion and outcome prediction in pet/ct

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.871747Z

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 ed2c13b0-1f1b-40ec-8d95-8969d397e127 · outbound

This paper cites Segrap2023: A benchmark of organs-at-risk and gross tumor volume segmentation for radiotherapy planning of nasopharyngeal carcinoma.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Segrap2023: A benchmark of organs-at-risk and gross tumor volume segmentation for radiotherapy planning of nasopharyngeal carcinoma

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.858223Z

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 5863a509-8223-4021-91dd-eb01f765fa30 · outbound

This paper cites Jaeger, Simon A.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Jaeger, Simon A

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.844713Z

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 ec71297a-badd-4684-88d3-c6bd4a68c544 · outbound

This paper cites Jaeger, and Klaus H.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Jaeger, and Klaus H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.831771Z

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 f59513be-0c3f-4c37-98ee-21102c367d33 · outbound

This paper cites Jaeger, Simon A.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Jaeger, Simon A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.817250Z

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 9a2ecf97-5911-478b-9b75-c2d731165d72 · outbound

This paper cites A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-12T15:01:02.748377Z

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 38bcdeca-e88c-4647-ab22-ab4cc82b5216 · outbound

This paper cites Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T15:01:02.618561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7734f05d-8318-459a-b283-7bb8572b7368 · outbound

This paper cites Theham10000dataset,alargecollection of multi-source dermatoscopic images of common pigmented skin lesions.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Theham10000dataset,alargecollection of multi-source dermatoscopic images of common pigmented skin lesions

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.803634Z

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 b9059f84-daf4-484d-ba5f-1f4c185cae3d · outbound

This paper cites Fully Automatic Segmentation of Gross Target Volume and Organs-at-Risk for Radiotherapy Planning of Nasopharyngeal Carcinoma.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Fully Automatic Segmentation of Gross Target Volume and Organs-at-Risk for Radiotherapy Planning of Nasopharyngeal Carcinoma

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-12T15:01:02.715176Z

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 271eae80-6268-4029-94ac-f2c5668e2251 · outbound

This paper cites Automated head and neck tumor segmentation from 3D PET/CT.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Automated head and neck tumor segmentation from 3D PET/CT

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T15:01:02.631592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 981b924e-771b-4312-951d-9dacd2343d14 · outbound

This paper cites 3d slicer.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy 3d slicer

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.789433Z

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 96b77d9f-3f6f-48ba-89c9-79111fd9a68c · outbound

This paper cites Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T15:01:02.639950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc7a7180-2ecf-468d-aeae-c24e24fc8de6 · outbound

This paper cites Prior, and Adrien Depeursinge.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Prior, and Adrien Depeursinge

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:01:02.775676Z

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 6c41a09c-88fa-4744-94db-5936d044fc03 · outbound

This paper cites an unresolved cited work.

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:01:02.762403Z

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.

Pith citing papers

No inbound Pith citation observations are available.