Paper Citation Record · LEDGER

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation

As of 13 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.21787.

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

pith.paper-citation-record.v1
2607.21787 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:45:48.257758Z

measured 24 of 24 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

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc52f26d-c6f8-48ac-bfe7-327a40267554 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation U-net: Convolutional networks for biomedical image segmentation,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:45.747588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0402740c-349e-406e-b474-f2284cf16578 · outbound

This paper cites Unet++: A nested u-net architecture for medical image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Unet++: A nested u-net architecture for medical image segmentation,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:45.824252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9edebb22-de26-4c07-9c2b-f49b8cd7f387 · outbound

This paper cites Attention u-net: Learning where to look for the pancreas,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Attention u-net: Learning where to look for the pancreas,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:45.943300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd8e56fb-a995-45f7-ba5f-c8d7f89415ab · outbound

This paper cites nnu-net: A self-configuring method for deep learning-based biomedical image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation nnu-net: A self-configuring method for deep learning-based biomedical image segmentation,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:46.087034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a3de39-86c3-4c92-affd-a5783f6a7488 · outbound

This paper cites Unetr: Transformers for 3d medical image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Unetr: Transformers for 3d medical image segmentation,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:46.185728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d089c1-fbe3-45ca-b638-1ec0077db3f5 · outbound

This paper cites Swin unetr: Swin transformers for semantic segmentation of brain tumors in mri images,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Swin unetr: Swin transformers for semantic segmentation of brain tumors in mri images,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:46.305606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 583d08d6-2372-48ca-9e23-de598ba02b59 · outbound

This paper cites Vm-unet: Vision mamba unet for medical image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Vm-unet: Vision mamba unet for medical image segmentation,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:46.433804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1ac9150-459e-4e29-b46d-8c61489c77e1 · outbound

This paper cites V-net: Fully convolutional neural networks for volumetric medical image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation V-net: Fully convolutional neural networks for volumetric medical image segmentation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:46.550873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e027903-c637-4a29-8888-852a6feded40 · outbound

This paper cites Focal loss for dense object detection,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Focal loss for dense object detection,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:46.674414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58afbec7-be2b-47d1-b95c-904aadb29089 · outbound

This paper cites Boundary loss for highly unbalanced segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Boundary loss for highly unbalanced segmentation,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:46.806830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b644fbc-f982-4746-a507-c8b04783d3aa · outbound

This paper cites Reducing the hausdorff distance in medical image segmentation with convolutional neural networks,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Reducing the hausdorff distance in medical image segmentation with convolutional neural networks,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:46.942198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b002503d-30d8-40aa-b14c-26ed14480e41 · outbound

This paper cites Implicit neural representations with periodic activation functions,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Implicit neural representations with periodic activation functions,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.036971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2de632d-cc61-4cda-a84e-9853e6bd1e2a · outbound

This paper cites Transunet: Transformers make strong encoders for medical image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Transunet: Transformers make strong encoders for medical image segmentation,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.154269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1387fb52-1d98-441f-83c0-e22fe838a292 · outbound

This paper cites Swin-unet: Unet-like pure transformer for medical image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Swin-unet: Unet-like pure transformer for medical image segmentation,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.282610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a692ac0c-9eda-4f68-8949-32462ad12251 · outbound

This paper cites Multiscale switch for semi-supervised and contrastive learning in medical ultrasound image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Multiscale switch for semi-supervised and contrastive learning in medical ultrasound image segmentation,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.448871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2195172-35cd-4939-a037-231ab1990859 · outbound

This paper cites Adapting vision-language foundation model for next generation medical ultrasound image analysis,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Adapting vision-language foundation model for next generation medical ultrasound image analysis,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.576961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b5d635f-cc41-480e-97f7-42bf737380a6 · outbound

This paper cites Dataset of breast ultrasound images,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Dataset of breast ultrasound images,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.652553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4d826dc-5a65-4f0b-93c7-4c8ec8a69ab5 · outbound

This paper cites Lymphus: Multicenter open-access database of lymph node ultrasound images in patients with papillary thyroid carcinoma for clinical and artificial intelligence research,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Lymphus: Multicenter open-access database of lymph node ultrasound images in patients with papillary thyroid carcinoma for clinical and artificial intelligence research,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.743639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20ef161b-064c-4b6e-b48d-8e8154a402ea · outbound

This paper cites Curated benchmark dataset for ultrasound based breast lesion analysis,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Curated benchmark dataset for ultrasound based breast lesion analysis,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.839556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d05995fd-f756-4b88-a355-5e9ca856214a · outbound

This paper cites Bus-uclm: Breast ultrasound lesion segmentation dataset,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Bus-uclm: Breast ultrasound lesion segmentation dataset,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.902786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aedc15f-fe02-4170-9e54-2090d2ea551a · outbound

This paper cites An open access thyroid ultrasound image database,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation An open access thyroid ultrasound image database,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:47.982105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2db6dd1b-e250-4ddf-af38-46c18aba1c99 · outbound

This paper cites Multi-task learning for thyroid nodule segmentation with thyroid region prior,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Multi-task learning for thyroid nodule segmentation with thyroid region prior,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:48.072597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2393f77d-e696-42cd-95c7-df8a8ed10b56 · outbound

This paper cites Microsegnet: A deep learning approach for prostate segmentation on micro-ultrasound images,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Microsegnet: A deep learning approach for prostate segmentation on micro-ultrasound images,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:48.168705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db38602a-4e12-4c0f-885f-18ac5695a98c · outbound

This paper cites Fit pixels, get labels: Meta-learned implicit networks for image segmentation,.

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation Fit pixels, get labels: Meta-learned implicit networks for image segmentation,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T06:45:48.257758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.