Datasets:

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sph-ecg-arrhythmia

Acronym Name stringlengths 2 7	Full Name stringlengths 3 44	Snomed_CT int64 11.2M 713M
1AVB	1 degree atrioventricular block	270,492,004
2AVB	2 degree atrioventricular block	195,042,002
2AVB1	2 degree atrioventricular block(Type one)	54,016,002
2AVB2	2 degree atrioventricular block(Type two)	28,189,009
3AVB	3 degree atrioventricular block	27,885,002
ABI	atrial bigeminy	251,173,003
ALS	Axis left shift	39,732,003
APB	atrial premature beats	284,470,004
AQW	abnormal Q wave	164,917,005
ARS	Axis right shift	47,665,007
AVB	atrioventricular block	233,917,008
CCR	countercolockwise rotation	251,199,005
CR	colockwise rotation	251,198,002
ERV	Early repolarization of the ventricles	428,417,006
FQRS	fQRS Wave	164,942,001
IDC	Interior differences conduction	698,252,002
IVB	Intraventricular block	698,252,002
JEB	junctional escape beat	426,995,002
JPT	junctional premature beat	251,164,006
LBBB	left bundle branch block	164,909,002
LBBBB	left back bundle branch block	164,909,002
LFBBB	left front bundle branch block	164,909,002
LVH	left ventricle hypertrophy	164,873,001
LVQRSAL	lower voltage QRS in all lead	251,146,004
LVQRSCL	lower voltage QRS in chest lead	251,148,003
LVQRSLL	lower voltage QRS in limb lead	251,147,008
MI	myocardial infarction	164,865,005
MIBW	myocardial infraction in back wall	164,865,005
MIFW	Myocardial infgraction in the front wall	164,865,005
MILW	Myocardial infraction in the lower wall	164,865,005
MISW	Myocardial infraction in the side wall	164,865,005
PRIE	PR interval extension	164,947,007
PWC	P wave Change	164,912,004
QTIE	QT interval extension	111,975,006
RAH	right atrial hypertrophy	446,358,003
RBBB	right bundle branch block	59,118,001
RVH	right ventricle hypertrophy	89,792,004
STDD	ST drop down	429,622,005
STE	ST extension	164,930,006
STTC	ST-T Change	428,750,005
STTU	ST tilt up	164,931,005
TWC	T wave Change	164,934,002
TWO	T wave opposite	59,931,005
UW	U wave	164,937,009
VB	ventricular bigeminy	11,157,007
VEB	ventricular escape beat	75,532,003
VFW	ventricular fusion wave	13,640,000
VPB	ventricular premature beat	17,338,001
VPE	ventricular preexcitation	195,060,002
VET	ventricular escape trigeminy	251,180,001
WAVN	Wandering in the atrioventricalualr node	195,101,003
WPW	WPW	74,390,002
SB	Sinus Bradycardia	426,177,001
SR	Sinus Rhythm	426,783,006
AFIB	Atrial Fibrillation	164,889,003
ST	Sinus Tachycardia	427,084,000
AF	Atrial Flutter	164,890,007
SA	Sinus Irregularity	427,393,009
SVT	Supraventricular Tachycardia	426,761,007
AT	Atrial Tachycardia	713,422,000
AVNRT	Atrioventricular Node Reentrant Tachycardia	233,896,004
AVRT	Atrioventricular Reentrant Tachycardia	233,897,008
SAAWR	Sinus Atrium to Atrial Wandering Rhythm	195,101,003

SPH 12-Lead ECG Arrhythmia Dataset (PhysioNet Mirror Card)

⚠️ License: This dataset is subject to the PhysioNet Restricted Health Data License. You must sign the Data Use Agreement on PhysioNet before use.

Source

Shaoxing People's Hospital (SPH) 12-Lead ECG Dataset
PhysioNet: https://physionet.org/content/ecg-arrhythmia/1.0.0/

Stats

Property	Value
Records	45,152 patients
Format	WFDB (.mat + .hea)
Leads	12 (I, II, III, aVR, aVL, aVF, V1–V6)
Sampling Rate	500 Hz
Duration	10 seconds / record
Labels	49 SNOMED-CT conditions

Download

# PhysioNet'ten indir (hesap gerekli)
python dataset/download_ecg.py

Usage

import wfdb
import numpy as np

record = wfdb.rdrecord("WFDBRecords/01/010/JS00001")
signal = record.p_signal  # (5000, 12) — 10s x 12 leads

Label Format

Diagnoses in .hea files as #Dx: <SNOMED-CT codes> (comma-separated multi-label). Full condition list: ConditionNames_SNOMED-CT.csv

Downloads last month: 8

Number of rows:

Total file size:

6.5 kB

Models trained or fine-tuned on adzetto/sph-ecg-arrhythmia

adzetto/ecg-arrhythmia-classifier

Audio Classification • Updated Feb 25