Paper Citation Record · LEDGER

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling

As of 6 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 6 inbound Pith citation observations for arXiv:2511.01747.

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

pith.paper-citation-record.v1
2511.01747 v4

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:19:35.537244Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T11:54:43.449876Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T16:27:08.954950Z

Reference resolution

49 of 49 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation efef30f9-4493-4dcb-b4f2-20d4aba30af7 · outbound

This paper cites S., Ginsburg, G.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling S., Ginsburg, G

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:30.399525Z

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Observation cf97939c-2e68-4148-8fc7-f330dc66addb · outbound

This paper cites J.et al.Wearable technology and the cardiovascular system: the future of 398 patient assessment.The Lancet Digital Health5, e467–e476 (2023).399.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling J.et al.Wearable technology and the cardiovascular system: the future of 398 patient assessment.The Lancet Digital Health5, e467–e476 (2023).399

Reference 2

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Observation 8999a5a0-ecd9-433c-a7a3-11e7e719d5b9 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:30.521334Z

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Observation e636daf2-03c9-452c-a5eb-d928eb4f3d58 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:30.591959Z

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Observation 04a7bf23-369a-49b1-b149-10f757896f41 · outbound

This paper cites A Scoping Review of Deep Learning Methods for Photoplethysmography Data.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling A Scoping Review of Deep Learning Methods for Photoplethysmography Data

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:30.658373Z

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Observation 04a0d949-de00-48da-8902-09a520fa3714 · outbound

This paper cites S., Kim, S.-S.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling S., Kim, S.-S

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:30.713621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b9c9a87-636a-4837-8106-4c0ed4aea459 · outbound

This paper cites & Kumar, M.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Kumar, M

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:30.783243Z

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Observation 2187f297-ae9e-460a-b9df-932d2dae14f7 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:30.898302Z

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Observation d29c6501-b314-46c9-a4dc-09d40daddb1f · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:30.952420Z

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Observation 01ae9004-b249-4085-831f-77d686cb1a45 · outbound

This paper cites & Hong, S.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Hong, S

Reference 10

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Observation e4477f7d-08fb-4de3-9772-fc90b99aa383 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:31.185573Z

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Observation cd4b3b4d-a102-4dac-b8c4-7f3573179f50 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:31.305393Z

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Observation 925ccc16-028c-4614-8875-0e7a12839131 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 13

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Observation 7abe4b33-be41-4fe9-86a7-0b6921e55c05 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:31.510717Z

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Observation ef0d1d38-4720-4be7-87d2-aa1d970ce77c · outbound

This paper cites Y .et al.A multimodal generative ai copilot for human pathology.Nature634, 466–473 427 (2024).

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Y .et al.A multimodal generative ai copilot for human pathology.Nature634, 466–473 427 (2024)

Reference 15

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Observation d0f45adc-03d0-4bb9-ae7c-8aa58987954a · outbound

This paper cites & Ouyang, D.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Ouyang, D

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:31.715503Z

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Observation bf80eb11-1980-45da-a2a1-ec90cf35a4ed · outbound

This paper cites InInternational Conference on Machine Learning, 48019–48037 432 (PMLR, 2024).

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling InInternational Conference on Machine Learning, 48019–48037 432 (PMLR, 2024)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:31.814535Z

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Observation 46449f19-64a0-4372-a3cc-8f2a2883cb49 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

Observation 5d5ecad2-1627-4184-8479-2c6722456ba7 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:31.979069Z

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Observation c0d559a8-8a29-4c6b-81d1-b19ef95b9756 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 20

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Observation e54a9185-ac75-4ac1-85b2-484051b98e43 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:32.138970Z

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Observation 2b121d6c-df3d-4bb9-811b-8026d6ba4ac4 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:32.269154Z

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Unavailable: canonical work link unavailable.

Observation 2ae1b218-6d4c-4ca5-bba1-0c57245c0fef · outbound

This paper cites & Malekzadeh, M.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Malekzadeh, M

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:32.388725Z

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Observation 565c3bb9-5e41-4718-aef1-106a3c654f52 · outbound

This paper cites 448 Physiological Measurement46, 055004 (2025).

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling 448 Physiological Measurement46, 055004 (2025)

Reference 24

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Observation 4100bd97-9c70-4bde-a258-2cd85ae982bf · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:32.653306Z

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Observation 75690231-10dd-4a28-9a3c-a0aaf46491f3 · outbound

This paper cites In 453 International conference on machine learning, 8748–8763 (PmLR, 2021).454.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling In 453 International conference on machine learning, 8748–8763 (PmLR, 2021).454

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:32.780687Z

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Observation 4104f8c6-f828-4d03-b5c1-ee95a65035b1 · outbound

This paper cites CoCa: Contrastive Captioners are Image-Text Foundation Models.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling CoCa: Contrastive Captioners are Image-Text Foundation Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:32.896751Z

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Observation d6ee76a1-e2e6-4d6c-acf8-2b6024a3f269 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 28

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Observation bab77c2a-80bf-4738-88d2-cd94b4768406 · outbound

This paper cites T., Rajpurkar, P.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling T., Rajpurkar, P

Reference 29

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Observation 6454e4c8-0a91-4a04-a2a0-ab439f6f020c · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 30

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Observation a5e4dd04-29f8-4969-8b75-1f29dcf199e9 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 31

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Observation 7dd0f300-d8ab-46dc-855f-8574524f2ae6 · outbound

This paper cites URL https://doi.org/10.466 60508/qjbv-hg78.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling URL https://doi.org/10.466 60508/qjbv-hg78

Reference 32

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Observation d141de04-ae6c-49c1-a41d-5b20f293cb90 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:33.575989Z

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AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Schmidt, P

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:33.709618Z

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Observation 17d4660c-c098-44c1-96d4-1b8bdf91ff73 · outbound

This paper cites & Shabany, M.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Shabany, M

Reference 35

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Observation a630c38a-74c4-437c-9157-47546f2e4024 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:33.995506Z

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Observation 89d56435-4414-42d4-8548-7d3bc53a45ff · outbound

This paper cites & Lee, J.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Lee, J

Reference 37

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Observation 8b620dcf-0737-47e6-8d30-ffdcf4431e24 · outbound

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AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Van Laerhoven, K

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:34.234364Z

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Observation 6945b9db-0588-4174-8f8f-87515fdfeb67 · outbound

This paper cites & Ashley, E.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Ashley, E

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:34.331157Z

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Observation 59f891c7-4e01-4c4e-bc95-0f8c90ad720e · outbound

This paper cites E.et al.Mimic-iii, a freely accessible critical care database.Scientific data3, 485 1–9 (2016).

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling E.et al.Mimic-iii, a freely accessible critical care database.Scientific data3, 485 1–9 (2016)

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:34.449837Z

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Observation 19f44651-b5fd-48ba-8532-09b9075fc136 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 41

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Observation f3898c8b-6c44-4982-82fd-80c5dfcd25bf · outbound

This paper cites On the analysis of fingertip photoplethysmogram signals.Current cardiology 489 reviews8, 14–25 (2012).

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling On the analysis of fingertip photoplethysmogram signals.Current cardiology 489 reviews8, 14–25 (2012)

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:34.656834Z

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AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Zhang, Y

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:34.759538Z

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Observation cab103b9-e21a-4b7f-bbba-d4d1c5887c62 · outbound

This paper cites InProceedings of the 26th ACM SIGKDD International Conference on 495 Knowledge Discovery & Data Mining, 1614–1624 (2020).496.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling InProceedings of the 26th ACM SIGKDD International Conference on 495 Knowledge Discovery & Data Mining, 1614–1624 (2020).496

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:34.847829Z

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This paper cites & Sun, J.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Sun, J

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:34.984345Z

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Observation 8036889d-968b-4c8e-bc2b-20f5899bb9b7 · outbound

This paper cites & Sun, G.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling & Sun, G

Reference 46

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Observation 0f75069f-f36b-4937-9a16-2f417e0f1aa0 · outbound

This paper cites Decoupled Weight Decay Regularization.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Decoupled Weight Decay Regularization

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:35.229752Z

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Observation 2df89268-9e16-4da4-8587-9870dfbeb16b · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 48

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Observation 9425cbcf-851c-4374-ac31-11d82766a591 · outbound

This paper cites an unresolved cited work.

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:35.537244Z

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Pith citing papers

Observation 35801244-a700-4a1b-ba98-be610c727eeb · inbound

Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning cites this paper.

Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-11T02:09:25.584552Z

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Observation 8aa467ad-02ee-4a9d-a504-2b3bf6f3470c · inbound

PRISM-CTG: A Foundation Model for Cardiotocography Analysis with Multi-View SSL cites this paper.

PRISM-CTG: A Foundation Model for Cardiotocography Analysis with Multi-View SSL AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-06-11T02:09:25.584552Z

Source-reported events for the cited work

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Observation 304c395f-3ab9-4074-95ac-ef9e44eaf12d · inbound

WavesFM: Hierarchical Representation Learning for Longitudinal Wearable Sensor Waveforms cites this paper.

WavesFM: Hierarchical Representation Learning for Longitudinal Wearable Sensor Waveforms AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-11T02:09:25.584552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 88c5fbb4-a01b-4ae5-b9b6-cb467d15068b · inbound

BCG-FM: A Foundation Model for Ambient Cardiac Health Sensing cites this paper.

BCG-FM: A Foundation Model for Ambient Cardiac Health Sensing AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-02T16:27:08.956388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 37bef31b-700e-4147-8e28-7ecf3a653b8b · inbound

ImputeECG: Deep Learning Reconstruction of Complete 12-Lead Electrocardiograms from Incomplete Recordings for Cardiac Assessment cites this paper.

ImputeECG: Deep Learning Reconstruction of Complete 12-Lead Electrocardiograms from Incomplete Recordings for Cardiac Assessment AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling

Reference 36

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EchoBridge: Long-Tail-Aware ECG-Echocardiography Text Alignment for Echocardiography-Derived Cardiac Findings cites this paper.

EchoBridge: Long-Tail-Aware ECG-Echocardiography Text Alignment for Echocardiography-Derived Cardiac Findings AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling

Reference 30

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