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Paper Citation Record · LEDGER

MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2408.07773.

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

pith.paper-citation-record.v1
2408.07773 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:26:53.452098Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T14:35:47.450459Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4e1b1e05-7bae-40f5-a72c-49c39f7c0db5 · 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 MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:53.452098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:53.452098Z digest=sha256:f360213d4ab51a90b736c6d8d012afc90aed5d4b27123741c29c472fc1c4184f

Observation 320fc65c-50e8-475a-bb01-d6f9ccd2ca1a · inbound

From Time Series Analysis to Question Answering: A Survey in the LLM Era cites this paper.

From Time Series Analysis to Question Answering: A Survey in the LLM Era MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:32:16.215296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-19T09:31:55.829045Z digest=sha256:7b63319b1e65e35c6e3c7142732dea9c23c206ba3fd3162ea9247649716e7e44

Observation cd8508de-f0cb-40c7-a8de-285e68630392 · inbound

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

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T21:14:35.888224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:14:35.888224Z digest=sha256:39d45811a247f54577c4239abc9d0faf39799df6d2f6a58f1840857f9bd5eb3c

Observation 2368e912-b63d-4be4-8718-502f3d3c2ccc · inbound

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models cites this paper.

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T16:49:26.940354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T16:49:26.940354Z digest=sha256:d7ee33b0094158b780e7b93d8839bcfdd963d8f5f7217bc9d3f4b3e1ac0f163d

Observation f60d0a66-3b05-43e1-8376-5916ab3afc97 · 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 MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.296291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-13T20:23:15.138933Z digest=sha256:480d4fd5cd3bd65ccf733d9cbcca33c31c906eb5aeffc31916129414756fa449

Observation 45692953-a40a-4a63-b6ac-0bb809302e9e · inbound

MILM: Large Language Models for Multimodal Irregular Time Series with Informative Sampling cites this paper.

MILM: Large Language Models for Multimodal Irregular Time Series with Informative Sampling MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:19:27.770192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-14T20:16:47.340541Z digest=sha256:83b7045e2134eb802cdb58caf92b4d960df34a85a9fb41c685a4de78f27b2a27

Observation de5fba61-5ef3-4d57-831b-2cb644855735 · inbound

COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion cites this paper.

COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:35:47.452067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T20:37:46.538671Z digest=sha256:fa4e0a9cc8f227520d3bf0d1fca52ea82f3513b649d094c86c861cb3ca27f0d9

Observation 1ac8ca84-ba48-476d-a46a-7adff023cba5 · inbound

CLIR-Bench: Benchmarking Multimodal Question Answering over Irregular Clinical Time Series cites this paper.

CLIR-Bench: Benchmarking Multimodal Question Answering over Irregular Clinical Time Series MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-14T14:52:42.813309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T14:52:42.813309Z digest=sha256:08cd9e68ab8d65ae14b42a77624937e9f66222951dcc0e709943d40bcd855abe

Observation 6c08e228-7b8d-4f82-9a4e-d71a7f624562 · inbound

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models cites this paper.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T23:23:27.723109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:23:27.723109Z digest=sha256:e1d0f970dcbc1866b2d5ab697f05513264578b9a8dfd99604603bdbac1335be4