Paper Citation Record · LEDGER

Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms

As of 20 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2509.10369.

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

pith.paper-citation-record.v1
2509.10369 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:55:44.923116Z

measured 5 of 5 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

5 of 5 outbound references displayed

verified exact0
verified fuzzy0
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd9cfc82-e89f-4373-8c27-033aae0e4b8f · outbound

This paper cites ECG-FM: An Open Electrocardiogram Foundation Model.

Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms ECG-FM: An Open Electrocardiogram Foundation Model

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:44.907249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10cb152a-af79-4064-949b-cea04956e648 · outbound

This paper cites & Samek, W.

Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms & Samek, W

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:44.915181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fedf13e6-bc55-4317-a29e-5d4d62f832c9 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms Representation Learning with Contrastive Predictive Coding

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:44.923116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04315ebc-8b9e-41e4-9b3f-e81889a95560 · outbound

This paper cites A Survey on Evaluation of Out-of-Distribution Generalization.

Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms A Survey on Evaluation of Out-of-Distribution Generalization

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:44.911703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08b63777-0917-454e-9433-c262c8606fed · outbound

This paper cites Springer, Cham.

Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms Springer, Cham

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:44.918506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.