Pith Number

pith:CS4T5S4V

pith:2024:CS4T5S4VI76EQLIYI26HPK3QJC

not attested not anchored not stored refs pending

MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Felix Parker, James Fackler, Kimia Ghobadi, Mung Yao Jia, Nimeesha Chan, Tianyi Wu, William Bennett

arxiv:2408.07773 v1 · 2024-08-14 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CS4T5S4VI76EQLIYI26HPK3QJC}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion

From Time Series Analysis to Question Answering: A Survey in the LLM Era

MILM: Large Language Models for Multimodal Irregular Time Series with Informative Sampling

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

Receipt and verification

First computed	2026-07-05T08:55:39.568330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14b93ecb9547fc482d1846bc77ab70488a621cdfff53a96dbe0e66f9ddc603d7

Aliases

arxiv: 2408.07773 · arxiv_version: 2408.07773v1 · doi: 10.48550/arxiv.2408.07773 · pith_short_12: CS4T5S4VI76E · pith_short_16: CS4T5S4VI76EQLIY · pith_short_8: CS4T5S4V

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CS4T5S4VI76EQLIYI26HPK3QJC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 14b93ecb9547fc482d1846bc77ab70488a621cdfff53a96dbe0e66f9ddc603d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1255e6908839c5693bcce8acebeff4d1cafd6bd7d1102e254637feee845ef35f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-14T18:57:05Z",
    "title_canon_sha256": "83fbf4b2383a4d9ecbbefdde80e8c09f667d951aee050e6be43d837aa3ec1aec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07773",
    "kind": "arxiv",
    "version": 1
  }
}