Paper Citation Record · LEDGER

Zero-Shot Gaze-based Volumetric Medical Image Segmentation

As of 8 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2505.15256.

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

pith.paper-citation-record.v1
2505.15256 v2

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:24:31.579940Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

10 of 10 outbound references displayed

verified exact1
verified fuzzy5
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation beb5dd26-cf99-428d-8df6-4370c003ca39 · outbound

This paper cites Segment anything.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation Segment anything

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:32.533029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36933cd4-e81c-40b7-93a6-8d20e6259e85 · outbound

This paper cites Segment anything in medical images.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation Segment anything in medical images

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:32.293202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b28fe696-307a-46f6-99c5-03b5a5977beb · outbound

This paper cites Medical SAM 2: Segment medical images as video via Segment Anything Model 2.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation Medical SAM 2: Segment medical images as video via Segment Anything Model 2

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:30.634508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a51caa89-2c89-442d-9c31-1fb1b699d4a0 · outbound

This paper cites MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:30.795183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5500c999-65a8-4478-a7ef-009c4f54a7ef · outbound

This paper cites GazeSAM: What You See is What You Segment.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation GazeSAM: What You See is What You Segment

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:30.918709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3459aede-479b-4cf8-be6e-49affcd56ad7 · outbound

This paper cites Gaze-Assisted Medical Image Segmentation.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation Gaze-Assisted Medical Image Segmentation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:24:31.791246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12bd4db1-17a6-43ce-a073-fb5487e9efb4 · outbound

This paper cites Gaze assistance for efficient segmentation correction of medical images.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation Gaze assistance for efficient segmentation correction of medical images

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:32.162332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 08ce6757-385f-4f0a-8616-1d9db8bc1077 · outbound

This paper cites Word: A large scale dataset benchmark and clinical applicable study for abdomi- nal organ segmentation from ct image.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation Word: A large scale dataset benchmark and clinical applicable study for abdomi- nal organ segmentation from ct image

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:32.020315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 17a7ac06-a4fd-429a-92d6-d7ff20d9995c · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation SAM 2: Segment Anything in Images and Videos

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:31.470831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1c29257-0772-473e-a5b8-4272fe5292e7 · outbound

This paper cites Ef- ficient semiautomatic segmentation of 3d objects in medical images.

Zero-Shot Gaze-based Volumetric Medical Image Segmentation Ef- ficient semiautomatic segmentation of 3d objects in medical images

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:31.937598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.