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Paper Citation Record · LEDGER

Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2401.06866.

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

pith.paper-citation-record.v1
2401.06866 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:50:59.370951Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

29
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e7df29c4-8c2b-410a-adef-fb7f9889a641 · inbound

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security cites this paper.

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 191

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arxiv_id, observed 2026-05-17T00:57:26.903867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-17T00:57:26.303195Z digest=sha256:c7c9f299d0ffaa2f146c9f78911b0eb45be84ba1eabe906cbaf28a3742d824d9

Observation 17fb35b4-9036-40c0-b1a0-9528e322901e · inbound

SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification cites this paper.

SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 24

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arxiv_id, observed 2026-05-24T01:45:55.548954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-24T01:44:52.463220Z digest=sha256:283d1631da4e1c6429a1e48b58b4146a8b5bae80f73d1e4db9f460570aedc0b9

Observation 2b2cea26-af5e-4d0c-8633-b53a54f4c3bc · inbound

SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions cites this paper.

SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:50:59.370951Z digest=sha256:0a5f00113abd9d959186454f181d04c1901f9dacaf60be9eb7d4c3ab91f6b77e

Observation e32a5e14-9af5-4ba7-9e8c-afe2391e7aa0 · inbound

Time2Lang: Bridging Time-Series Foundation Models and Large Language Models for Health Sensing Beyond Prompting cites this paper.

Time2Lang: Bridging Time-Series Foundation Models and Large Language Models for Health Sensing Beyond Prompting Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 24

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no resolver link, observed 2026-08-08T12:14:20.319551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T12:14:20.319551Z digest=sha256:c58d872322cb842e7a4a14514f55975a436b7c0a065e791edacca16fbd697861

Observation 33803284-4b9b-4ab3-9bfe-3bf0967b263e · inbound

AI Solutionism and Digital Self-Tracking with Wearables cites this paper.

AI Solutionism and Digital Self-Tracking with Wearables Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 19

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no resolver link, observed 2026-08-07T15:25:21.298117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:25:21.298117Z digest=sha256:01730b64122ee823ba0485bd7698278348625aaa33dbdaae9f9455f59d272f9c

Observation 5de477f8-7f82-42e8-b6da-04ed9f54ced7 · inbound

Edge-First Language Model Inference: Models, Metrics, and Tradeoffs cites this paper.

Edge-First Language Model Inference: Models, Metrics, and Tradeoffs Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 17

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no resolver link, observed 2026-08-07T15:03:09.803169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:09.803169Z digest=sha256:016abc3dbae661ec7c3210f98f842277cfd0f59996ce131ad53d6ec7442fa58f

Observation e57503cd-0af1-42f3-be6c-91bdbae797be · inbound

RHealthTwin: Towards Responsible and Multimodal Digital Twins for Personalized Well-being cites this paper.

RHealthTwin: Towards Responsible and Multimodal Digital Twins for Personalized Well-being Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 22

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no resolver link, observed 2026-08-07T05:15:52.504208Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:15:52.504208Z digest=sha256:a616f25df252c1010fabfe7192d05c15ee23e47a00d8cce4e280cf861d3fcda1

Observation 66227ad1-bd47-4750-8ae9-44025463ab82 · inbound

SensorLM: Learning the Language of Wearable Sensors cites this paper.

SensorLM: Learning the Language of Wearable Sensors Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 13

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no resolver link, observed 2026-08-07T05:04:06.305716Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T05:04:06.305716Z digest=sha256:b9e63b8384af2c035ec47af372a29a0196ae96fefc11205af048c6e8d0abf25e

Observation ea766d36-5920-4d33-9dea-280614c09bb2 · inbound

Large Language models for Time Series Analysis: Techniques, Applications, and Challenges cites this paper.

Large Language models for Time Series Analysis: Techniques, Applications, and Challenges Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 43

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no resolver link, observed 2026-08-07T15:26:53.780917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:53.780917Z digest=sha256:9320885654dbaf2e244207a4dabc6ca320446fd2cc7a1759c40141ebc37b7f15

Observation 0f2e9762-2b3a-43ff-85de-d89dd047733f · inbound

DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making cites this paper.

DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 21

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no resolver link, observed 2026-08-06T20:29:45.905409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:45.905409Z digest=sha256:e7fa6755dcf64416e969580d2b843f2366286f8d402a6b87a879363099463470

Observation 365e4ace-faea-40ed-9919-115f7416983b · inbound

TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors cites this paper.

TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 23

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no resolver link, observed 2026-08-06T20:12:32.752302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:12:32.752302Z digest=sha256:18072c6028311efa0ced5bc6eb5a6bb8005a5b984b32cf780aa1e29f19795eca

Observation ecc395d8-f61b-42a6-9cdd-b9d43ccc1f4d · inbound

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing cites this paper.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 49

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no resolver link, observed 2026-08-06T19:29:06.417581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:06.417581Z digest=sha256:5a7b5a56ba4eb383224a1313f269374fae5a281ce6d00f622ad69949df84af54

Observation 8d75d3de-b299-47c9-a40f-8785679f1850 · inbound

AnnoSense: A Framework for Physiological Emotion Data Collection in Everyday Settings for AI cites this paper.

AnnoSense: A Framework for Physiological Emotion Data Collection in Everyday Settings for AI Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 71

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no resolver link, observed 2026-08-06T16:39:53.656672Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:39:53.656672Z digest=sha256:6e3d78d6b92b95a49997aba307d869503ebd5a94a6232defdfbef3eb1ffae9fe

Observation c58227e9-5fb5-45e9-ab99-4aaf10bdd108 · inbound

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring cites this paper.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 25

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no resolver link, observed 2026-08-05T21:14:36.232114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:14:36.232114Z digest=sha256:665866b3b12bd60d9185f2ee3e36d2e4c2e07e422981409b3563656a52d8d1e2

Observation e8040391-df14-49ba-b8f3-a8ac27af6af0 · inbound

SePA: A Search-enhanced Predictive Agent for Personalized Health Coaching cites this paper.

SePA: A Search-enhanced Predictive Agent for Personalized Health Coaching Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 4

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no resolver link, observed 2026-08-05T06:01:40.344660Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T06:01:40.344660Z digest=sha256:ef8af051675ae751d7a74b3a7c83cd9928518946ae096728bf00e3641d614740

Observation 94ac6071-5991-421a-8318-02635964f4b3 · inbound

Auditing medical multi-agent AI reveals risks of false consensus cites this paper.

Auditing medical multi-agent AI reveals risks of false consensus Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 18

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unresolved
no resolver link, observed 2026-08-04T10:23:40.614852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T10:23:40.614852Z digest=sha256:796a2688ef683818baead690a1c22df799b067df3080c384563cd3c2e721d192

Observation e275e7d4-3b2b-4791-930a-c0b90a4e4fbd · inbound

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook cites this paper.

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 11

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verified exact
arxiv_id, observed 2026-05-13T20:28:14.279672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-13T20:23:15.138933Z digest=sha256:f976037f4d22de505c181b760276b8ebe9d3ecc16c150ac75ba18192ee893e63

Observation d66a991b-88be-4420-8973-662b88acf7af · inbound

Wearable AI in the Era of Large Sensor Models cites this paper.

Wearable AI in the Era of Large Sensor Models Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 20

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arxiv_id, observed 2026-05-11T08:30:58.146255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T16:35:36.541995Z digest=sha256:5de2e54adf4640a980a08bf93c7895720c025bea20461cb4786ba077d2364fca

Observation f756b7f3-e6e0-4847-a9fd-29fd17148de2 · inbound

ReLay: Personalized LLM-Generated Plain-Language Summaries for Better Understanding, but at What Cost? cites this paper.

ReLay: Personalized LLM-Generated Plain-Language Summaries for Better Understanding, but at What Cost? Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 70

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arxiv_id, observed 2026-05-11T15:26:09.044738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-09T20:01:49.749076Z digest=sha256:be2d37d3a98f3443636364a48b4bea397890fb7c67249d06088be078f51acdce

Observation 47295b69-bc31-4e59-b55a-0fd1fd70a493 · inbound

Biosignal Fingerprinting: A Cross-Modal PPG-ECG Foundation Model cites this paper.

Biosignal Fingerprinting: A Cross-Modal PPG-ECG Foundation Model Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 11

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arxiv_id, observed 2026-05-12T07:31:25.569281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T02:42:26.938197Z digest=sha256:93af269507935cbb6336d37f487a582d46309c6e2e2b5cb079639fb7ef8736fc

Observation b7d9f0ca-8c6c-48bd-9488-6ed97dde02c9 · inbound

TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health cites this paper.

TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 25

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arxiv_id, observed 2026-05-21T06:13:59.550531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-21T06:09:44.172188Z digest=sha256:1a5621dfb01865a038b0c3171aef0538690e671155a5730d655234f45bf854f7

Observation cd7a8578-4fc9-4a1c-80b1-b2af32b88fa0 · inbound

Authority Inversion in LLM-Mediated Ubiquitous Systems: When Models Trust Users Over Sensors cites this paper.

Authority Inversion in LLM-Mediated Ubiquitous Systems: When Models Trust Users Over Sensors Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 21

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arxiv_id, observed 2026-07-01T09:25:40.053474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T09:20:01.288953Z digest=sha256:834e18b5474ca3b42c2d431e1bd9135597aab957505996c12eb652f721d6b8aa

Observation 09f83716-701b-49cf-afa4-47f5e494b12a · inbound

AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems cites this paper.

AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 6

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arxiv_id, observed 2026-07-01T16:15:49.114354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T16:08:56.103382Z digest=sha256:3bfe8dbf4865a554da8f601176f80a54a888711c972c2997d593c37685c334c8

Observation e0ab27df-817b-4332-a363-7d59d0bd2975 · inbound

VitalAgent: A Tool-Augmented Agent for Reactive and Proactive Physiological Monitoring over Wearable Health Data cites this paper.

VitalAgent: A Tool-Augmented Agent for Reactive and Proactive Physiological Monitoring over Wearable Health Data Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 2

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arxiv_id, observed 2026-06-29T08:23:15.965735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-29T07:24:32.497634Z digest=sha256:0390b61ba4c628406c156253b83c6d4f2eeee3bd6f0eecfb0e9933b5d8805978

Observation 933f2e5b-ee3e-4017-9f73-072d28440ccc · inbound

From 'What' to 'How' and 'Why': Sharing LLM-Generated Retrospective Summaries of Older Adults' Passive Tracking Data with Remote Family Members cites this paper.

From 'What' to 'How' and 'Why': Sharing LLM-Generated Retrospective Summaries of Older Adults' Passive Tracking Data with Remote Family Members Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 35

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arxiv_id, observed 2026-07-02T05:16:40.091251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T08:14:07.265073Z digest=sha256:f1ed4c633897b8b3b11dc082feb8a9f9e50f9ff3dd3b0c2e3693bc694557f57d

Observation 6291274f-6abf-46f3-b4d9-d06b7b475ccf · inbound

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines cites this paper.

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 57

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arxiv_id, observed 2026-06-27T17:31:07.339781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T17:22:30.784806Z digest=sha256:5b08db6efe0a76490138dcd464785ab0ebcd2bd22a41c0267f90db4dff64698b

Observation 80bacade-92ef-4cea-a9cf-ed15e0a0291f · inbound

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines cites this paper.

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 54

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no resolver link, observed 2026-08-02T12:03:28.431099Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:03:28.431099Z digest=sha256:57113637fc3e6a03039c4f5b4b637c93e2d70606a904be7052b83c05e818b6f8

Observation 07379120-bd15-4a6e-9928-dc2ca9c41d9d · inbound

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning cites this paper.

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 125

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arxiv_id, observed 2026-07-03T21:08:58.481129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-27T00:53:11.223341Z digest=sha256:61d0c0ab1a83abd48abf27115fa18e5787ef7bd208b00166797f3dafa3e9c1be