Paper Citation Record · LEDGER

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG

As of 6 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2509.12515.

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

pith.paper-citation-record.v1
2509.12515 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T16:39:59.516423Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T18:19:44.062442Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-19T18:22:43.272488Z

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 3316ea57-efaa-468f-bf96-5bbf8ad9af71 · outbound

This paper cites Vital signs in hospital patients: a systematic review,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Vital signs in hospital patients: a systematic review,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.438483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e07963a8-f4f7-4bff-a587-e9414201a782 · outbound

This paper cites Pain level modeling of intensive care unit patients with machine learning methods: An effective congeneric clustering- based approach,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Pain level modeling of intensive care unit patients with machine learning methods: An effective congeneric clustering- based approach,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.449057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb20780-dff4-4757-aeea-b7fe5100919c · outbound

This paper cites Pulse oximetry for the measurement of oxygen saturation in arterial blood,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Pulse oximetry for the measurement of oxygen saturation in arterial blood,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.455113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c92d54dc-8768-41f9-a323-66e22e9f9c4c · outbound

This paper cites Machine learning-based respiration rate and blood oxygen saturation estimation using photoplethysmogram signals,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Machine learning-based respiration rate and blood oxygen saturation estimation using photoplethysmogram signals,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.462958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53cb0156-0081-46b7-a1a5-70c10a36595f · outbound

This paper cites Open access dataset and common data model for pulse oximeter performance data,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Open access dataset and common data model for pulse oximeter performance data,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.470459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6e13ff-8971-40b6-94f3-4daaf5bdc139 · outbound

This paper cites Bidirectional lstm with self-attention mechanism and multi-channel features for sentiment classification,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Bidirectional lstm with self-attention mechanism and multi-channel features for sentiment classification,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.475579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec4393d9-cece-450f-92b6-99d8cb742129 · outbound

This paper cites Introducing we- be band: an end-to-end platform for continuous health monitoring,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Introducing we- be band: an end-to-end platform for continuous health monitoring,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.481475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 731cf390-3734-4457-88d2-0e5764629c67 · outbound

This paper cites Validation of webe band during physical activities,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Validation of webe band during physical activities,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.491359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 182df586-bc9f-490e-b347-04d6c8059ef5 · outbound

This paper cites A multi-modal multi-expert framework for pain assessment in postoperative children,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG A multi-modal multi-expert framework for pain assessment in postoperative children,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.497887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94551e51-3967-4c73-a3ef-2d647d1c5783 · outbound

This paper cites Reflective oxygen saturation monitoring at hypothenar and its validation by human hypoxia experiment,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Reflective oxygen saturation monitoring at hypothenar and its validation by human hypoxia experiment,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.504531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48456b14-88cd-4b33-bc75-0a87993b2525 · outbound

This paper cites Research techniques made simple: cutaneous colorimetry: a reliable technique for objective skin color measurement,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Research techniques made simple: cutaneous colorimetry: a reliable technique for objective skin color measurement,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.510354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14434601-b442-482c-9073-367b47337b43 · outbound

This paper cites Severe desaturations increase psychomotor vigilance task-based median reaction time and number of lapses in obstructive sleep apnoea patients,.

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG Severe desaturations increase psychomotor vigilance task-based median reaction time and number of lapses in obstructive sleep apnoea patients,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.516423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 59bd896d-a0e8-4206-b844-6c52a2fb50ae · inbound

Lightweight Cross-Device Sleep Tracking on the WeBe Wearable Platform cites this paper.

Lightweight Cross-Device Sleep Tracking on the WeBe Wearable Platform Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-07T01:15:57.711730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.