Paper Citation Record · LEDGER

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model

As of 21 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2507.21965.

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

pith.paper-citation-record.v1
2507.21965 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:14:51.673220Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

25 of 25 outbound references displayed

verified exact2
verified fuzzy22
unresolved1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8072f8ca-5b84-4955-91f1-0afa92a01b82 · outbound

This paper cites The royal college of ophthalmologists guidelines on retinal vein occlusions: executive sum- mary,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model The royal college of ophthalmologists guidelines on retinal vein occlusions: executive sum- mary,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:52.111542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6a53aad6-14a4-4e24-acbc-2214a5f6034c · outbound

This paper cites Global epidemiology of retinal vein occlusion: a systematic review and meta-analysis of prevalence, incidence, and risk factors,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Global epidemiology of retinal vein occlusion: a systematic review and meta-analysis of prevalence, incidence, and risk factors,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:52.095071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9797a72b-4e11-4298-b156-8bb2af4fa349 · outbound

This paper cites Retinal vein cannulation with prolonged infusion of tissue plasminogen activator (t-pa) for the treatment of experimental retinal vein occlusion in dogs,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Retinal vein cannulation with prolonged infusion of tissue plasminogen activator (t-pa) for the treatment of experimental retinal vein occlusion in dogs,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:52.078714Z

Source-reported events for the cited work

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Observation 3feb8f2c-90a3-4a58-8858-2bae836947c8 · outbound

This paper cites A study of instrument motion in retinal microsurgery,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model A study of instrument motion in retinal microsurgery,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:52.063229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 33c34b5b-98e8-4c93-a7fd-788a47646cf8 · outbound

This paper cites Di- ameters of retinal blood vessels in a healthy cohort as measured by spectral domain optical coherence tomography,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Di- ameters of retinal blood vessels in a healthy cohort as measured by spectral domain optical coherence tomography,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:52.047891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ba494217-81a6-4191-86de-8b3fa06be370 · outbound

This paper cites Robot-assisted retinal vein cannulation in an in vivo porcine retinal vein occlusion model,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Robot-assisted retinal vein cannulation in an in vivo porcine retinal vein occlusion model,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:52.029932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 730c134f-b332-475c-91a5-a246cdaaf925 · outbound

This paper cites New steady-hand eye robot with micro-force sensing for vitreoretinal surgery,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model New steady-hand eye robot with micro-force sensing for vitreoretinal surgery,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:52.011054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 04fac7ad-cb6c-425b-b32e-f1c0574d4325 · outbound

This paper cites Cooperative vs. teleop- eration control of the steady hand eye robot with adaptive sclera force control: A comparative study,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Cooperative vs. teleop- eration control of the steady hand eye robot with adaptive sclera force control: A comparative study,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.993144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fe137088-46ae-41a6-a3fb-3992b2f429d6 · outbound

This paper cites Robot assistance for micrometer precision in vitreoretinal surgery,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Robot assistance for micrometer precision in vitreoretinal surgery,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.977409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d3836b34-3a5c-4387-bf33-2642e17fec89 · outbound

This paper cites The introduction of a new robot for assistance in ophthalmic surgery,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model The introduction of a new robot for assistance in ophthalmic surgery,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.961224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 77449af7-d32e-4f7a-81c2-613a8c9cb7e4 · outbound

This paper cites Design and realisation of a novel robotic manipulator for retinal surgery,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Design and realisation of a novel robotic manipulator for retinal surgery,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.944882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4aac2e7-31b5-4fdd-949e-87039facca7d · outbound

This paper cites Robotic retinal surgery,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Robotic retinal surgery,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.927747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4eb9d743-f4a7-4a4b-8fb0-c1884f36de7f · outbound

This paper cites To- wards autonomous eye surgery by combining deep imitation learning with optimal control,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model To- wards autonomous eye surgery by combining deep imitation learning with optimal control,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T12:14:51.619621Z

Source-reported events for the cited work

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Observation 15fd3bb8-4570-4a66-ac76-f80f04027d81 · outbound

This paper cites Towards safer retinal surgery through chance constraint optimization and real-time geometry estimation,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Towards safer retinal surgery through chance constraint optimization and real-time geometry estimation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.900815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation aa24901a-ea71-4c57-963a-1e1571c4d2ba · outbound

This paper cites Autonomous needle navigation in retinal microsurgery: Evaluation in ex vivo porcine eyes,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Autonomous needle navigation in retinal microsurgery: Evaluation in ex vivo porcine eyes,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.885318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 52958670-317e-4b93-8490-673b6a9507d2 · outbound

This paper cites Towards autonomous retinal microsurgery using rgb-d images,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Towards autonomous retinal microsurgery using rgb-d images,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.870273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 16885dc3-6f5e-43db-a6fa-59256239e0ee · outbound

This paper cites Autonomous needle navigation in subretinal injections via ioct,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Autonomous needle navigation in subretinal injections via ioct,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.855007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ed698ab1-5d9d-4c32-8328-ebd7e2551903 · outbound

This paper cites Real-time Deformation-aware Control for Autonomous Robotic Subretinal Injection under iOCT Guidance.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Real-time Deformation-aware Control for Autonomous Robotic Subretinal Injection under iOCT Guidance

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:14:51.739961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e00e5a75-b5db-4e6c-955a-5a3a49201ea3 · outbound

This paper cites Towards motion compensation in autonomous robotic subretinal injections,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Towards motion compensation in autonomous robotic subretinal injections,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.838110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c9617691-8c0c-4b46-b158-05b0c6ac5506 · outbound

This paper cites Deep Learning-Enhanced Robotic Subretinal Injection with Real-Time Retinal Motion Compensation.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Deep Learning-Enhanced Robotic Subretinal Injection with Real-Time Retinal Motion Compensation

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:14:51.717281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c79535a8-5f70-4e55-9455-19c34e33b41d · outbound

This paper cites A feasible workflow for retinal vein cannulation in ex vivo porcine eyes with robotic assistance,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model A feasible workflow for retinal vein cannulation in ex vivo porcine eyes with robotic assistance,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.822293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c2b4552a-2a47-47f2-9e65-af9f2891cbc1 · outbound

This paper cites A comparison of manual and robot-assisted retinal vein cannulation in chicken chorioallantoic membrane,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model A comparison of manual and robot-assisted retinal vein cannulation in chicken chorioallantoic membrane,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.805747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d520863-0efb-4c1d-8553-8e841739de9c · outbound

This paper cites Intraoperative spec- tral domain optical coherence tomography for vitreoretinal surgery,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Intraoperative spec- tral domain optical coherence tomography for vitreoretinal surgery,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.787216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e8fabd28-4ab6-4c09-b92d-0c8831fc3bde · outbound

This paper cites Effects of dataset size and interactions on the prediction per- formance of logistic regression and deep learning models,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Effects of dataset size and interactions on the prediction per- formance of logistic regression and deep learning models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.771506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 57208aae-fa8d-49ca-b199-a844fbcbd747 · outbound

This paper cites Toward clinically applicable steady-hand eye robot for vitreoretinal surgery,.

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model Toward clinically applicable steady-hand eye robot for vitreoretinal surgery,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:14:51.755985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.