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Paper Citation Record · LEDGER

MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

As of 9 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 2026-08-09T06:31:02.800959+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:aa1b42d4d482670c13ac4391bf1e8fdba0a6a7898d5a2409a5d814b478820138

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T09:31:55.829045Z digest=sha256:b728a41590f7aebeaaeee6f66cdd0f1ffa3ea18d8b43c81fb3b9e356fa41adf2

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:f373a392c2388cdcfd8e82e036cf3b3659819e75bac24078f664e4e741e8f693

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=sha256:9a7291d9b7dce0f8145f6b0e00f45329f3df0715b6aa2cd9330f43b6bb958982

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T20:23:15.138933Z digest=sha256:9fa9cc7a86e6f6271389be1ad35bb6075a8153571816de9b009490d5e3423c0e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-14T20:16:47.340541Z digest=sha256:76f8e1d55ab7e2d172cc441dcb65ceb1021293cbfa0394126c039aa189c5af19

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T20:37:46.538671Z digest=sha256:f3424199e14c85603e1cc939bee136cdfecf90d17e3de341807061ad938e78c9

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=sha256:4993e4c1c613d8d00dec7ef35926e4fc5376d34d72c9b17a36a3f5638238c740

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:d22c98bbf419fe4bd3569c2a2c2a6c64beb4ce2e66625cd69339763323c0c25b