Paper Citation Record · LEDGER

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening

As of 15 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2509.10593.

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

pith.paper-citation-record.v1
2509.10593 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:02:51.180771Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7bf34eda-63c1-4273-ba3e-8fa95ddca105 · outbound

This paper cites an unresolved cited work.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.037559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ddeb0f6-b836-4424-831a-3a4af90edb24 · outbound

This paper cites an unresolved cited work.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.151354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65992ef0-26ac-4577-805c-f7ceb0770eac · outbound

This paper cites Bati \'c et al., ``Endovit: pretraining vision transformers on a large collection of endoscopic images,'' IJCARS, vol.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Bati \'c et al., ``Endovit: pretraining vision transformers on a large collection of endoscopic images,'' IJCARS, vol

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.255794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6885a882-0fed-40e1-8b6f-040d559d8789 · outbound

This paper cites Rethinking Atrous Convolution for Semantic Image Segmentation.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Rethinking Atrous Convolution for Semantic Image Segmentation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.400062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95f8291e-64bf-4541-bdd3-d033af09d5bb · outbound

This paper cites Guo et al., ``Anatomical landmark segmentation in uterine cervix images using deep learning,'' in Medical Imaging Informatics for Healthcare (SPIE), vol.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Guo et al., ``Anatomical landmark segmentation in uterine cervix images using deep learning,'' in Medical Imaging Informatics for Healthcare (SPIE), vol

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.500085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bf2028a-7eba-4884-9579-53939e504ccc · outbound

This paper cites [Online].

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening [Online]

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.566383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c06aa06-9650-44f3-ba36-878d1c99cb78 · outbound

This paper cites Jocher et al., ``Ultralytics yolov8,'' 2023.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Jocher et al., ``Ultralytics yolov8,'' 2023

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.628004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4550cb88-c60e-4a6f-aa43-6c39d2744559 · outbound

This paper cites Jocher and J.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Jocher and J

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.712844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6d7c579-e1ca-4e6f-9e03-b0975a4bb7d8 · outbound

This paper cites [Online].

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening [Online]

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.729714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b7cd56-f879-4453-a7b1-7b7bfa05c556 · outbound

This paper cites Smith et al., ``Cervical sampling brush, cervical inspection device, and method of control thereof,'' 2021, patent, 2021.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Smith et al., ``Cervical sampling brush, cervical inspection device, and method of control thereof,'' 2021, patent, 2021

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:50.935634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aac2323b-12cf-4b08-827c-1007861d0741 · outbound

This paper cites an unresolved cited work.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:51.104236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0360c774-37d4-4318-bf62-6d413de4d641 · outbound

This paper cites Zhao et al., ``Pyramid scene parsing network,'' in Proc.\ CVPR, 2017, pp.

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening Zhao et al., ``Pyramid scene parsing network,'' in Proc.\ CVPR, 2017, pp

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T18:02:51.180771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.