Paper Citation Record · LEDGER

Teach Multimodal LLMs to Comprehend Electrocardiographic Images

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2410.19008.

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

pith.paper-citation-record.v1
2410.19008 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:20:25.791542Z

measured 0 of 1 external citation measurements

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
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malformed identifier0
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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 6ac4de66-5d36-45c4-9cd6-3a734df59590 · inbound

ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling cites this paper.

ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling Teach Multimodal LLMs to Comprehend Electrocardiographic Images

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T12:20:25.791542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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.