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Dataset

CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo)

ECGCC BY 4.0
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The csv files all have 6 columns `1dAVb, RBBB, LBBB, SB, AF, ST` corresponding to weather the annotator have detect the abnormality in the ECG (`=1`) or not (`=0`). 3. `dnn.csv` prediction from the deep neural network described in the paper. THe threshold is set in such way it maximizes the F1 score.

Published
Zenodo, 2020
License
CC BY 4.0
Result

THe threshold is set in such way it maximizes the F1 score.

At a glance
Type
Dataset
Host
Not reported
DOI
10.5281/zenodo.3765780 (opens in a new tab)
Licence
CC BY 4.0 (opens in a new tab)
Access
Not reported
Subjects
Not reported
Signals
ECG
PPG sites
None
Setting
Clinical
Wrist
Not reported
Raw waveforms
Not reported
Tasks
ECG RhythmAtrial fibrillation detection
Models
Papers
Updated
Nov 2, 2026
CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo): ChatPPG research summary card

How it works

How CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo) works: Devices & body sites → Signals recorded → TasksDevices & body sites: None (PPG site). Signals recorded: CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo), signals ECG. Tasks: ECG rhythm; AF / rhythm.Devices & body sitesNone: PPG siteNonePPG siteSignals recordedCODE-test: annotated 12-lead…ECGTasksECG rhythmECG rhythmAF / rhythmAF / rhythm
Device roles
Clinical reference (ECG)

Leaderboard rows· 2

All leaderboards
TaskDatasetMetricValueRank
AFib / arrhythmiaCODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo)AUROC ↑0.9996#1 / 1
AFib / arrhythmiaCODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo)f1 ↑0.918#1 / 1

Papers and models using this dataset· 3

Papers

Models

#52 of 117 most-used datasets by published papers and models · #24 of 54 ECG

Browse these 2 papers in the research explorer (filtered to CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo))

Cite this dataset

Cite this dataset with the fields recorded here. Check it against the publisher before submitting.

CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo) [Data set]. (n.d.). https://doi.org/10.5281/zenodo.3765780
@misc{codetestcodetest,
  title         = {{CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo)}},
  doi           = {10.5281/zenodo.3765780}
}

Cite the ChatPPG record

Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.

APA

ChatPPG. (2026). CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo): dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/code-test

BibTeX
@misc{chatppg_dataset_code_test,
  author       = {{ChatPPG}},
  title        = {{CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo): dataset record}},
  year         = {2026},
  month        = nov,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/datasets/code-test}},
  note         = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "CODE-test: annotated 12-lead ECG test set (Ribeiro 2020, Zenodo): dataset record"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/datasets/code-test"
repository-artifact: "https://chatppg.com/research/snapshots/2026-10"
version: "2026-10"
date-released: "2026-11-02"

History

  1. Record updated

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