Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Teach Multimodal LLMs to Comprehend Electrocardiographic Images
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2410.19008.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T23:11:21.170806Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T21:19:03.025305Z
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 7112ccb6-b797-4d50-be3b-5d8b75a89f8d · inbound
High-Accuracy ECG Image Interpretation using Parameter-Efficient LoRA Fine-Tuning with Multimodal LLaMA 3.2 cites this paper.
High-Accuracy ECG Image Interpretation using Parameter-Efficient LoRA Fine-Tuning with Multimodal LLaMA 3.2 Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T23:11:21.170806Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fc79f0d-5245-4603-bfc4-6172432d9b53 · inbound
Signal, Image, or Symbolic: Exploring the Best Input Representation for Electrocardiogram-Language Models Through a Unified Framework cites this paper.
Signal, Image, or Symbolic: Exploring the Best Input Representation for Electrocardiogram-Language Models Through a Unified Framework Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:27:16.090075Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97a05837-3611-4e38-9d28-fc451941d268 · inbound
From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining cites this paper.
From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:51:45.248711Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57fd0049-7678-4875-b7fe-06907cf61f79 · inbound
UniECG: Understanding and Generating ECG in One Unified Model cites this paper.
UniECG: Understanding and Generating ECG in One Unified Model Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T15:45:10.095832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd433714-503f-4de0-aa68-ebc8f3c264fb · inbound
PulseLM: A Foundation Dataset and Benchmark for PPG-Text Learning cites this paper.
PulseLM: A Foundation Dataset and Benchmark for PPG-Text Learning Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T02:20:30.235396Z
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.
Observation 11e14b6a-3095-4ff5-94aa-55bcb0d485f2 · inbound
LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics cites this paper.
LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:26:27.653406Z
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.
Observation 63b15491-6577-426e-a53c-60aef2c2ff52 · inbound
DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition cites this paper.
DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T21:19:03.027087Z
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.
Observation 202d9fa6-b12b-433a-8466-e54834e93221 · inbound
Reasoning Before Diagnosis: Physician-Inspired Structured Thinking for ECG Classification cites this paper.
Reasoning Before Diagnosis: Physician-Inspired Structured Thinking for ECG Classification Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T13:38:19.224671Z
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.
Observation a31bad22-b83a-4cb0-be37-831145af37c1 · inbound
Enhancing Explainable Cardiac Diagnosis with Guide-Grounded Multimodal LLMs cites this paper.
Enhancing Explainable Cardiac Diagnosis with Guide-Grounded Multimodal LLMs Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T09:20:25.741693Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.