Arrhytmias classification from ECG using AI API Documentation (vincenzodentamaro) | RapidAPI

Arrhytmias classification from ECG using AI

FREEMIUM
By vincenzodentamaro
Updated 3 months ago
-/10
Popularity Score
-
Latency
-
Success Rate

Arrhytmias classification from ECG using AI API Documentation

This API allows to classify with 91% accuracy arrhytmias from a single lead ECG (channel 0) usually found in ECG bracelets like iWatch 4.0 and others. It uses state of art Deep Learning techniques presented in A new ConvNet architecture for heartbeat classification ICPRAI 2018. The API returns the class each classified heartbeat belongs to: 0 = Normal Beat 1 = Super Ventricular Ectopic Beat 2 = Ventricular Ectopic Beat 3 = Fused (Normal + ventricular ectopic beats)

View API Details
POSTClassify ECG
POSTClassify ECG

The input format is the following: {"ecgstream":{"ecgdata":[the ecg stream as array of floats],"freq":90.01}} The output format is {"rpeak":[array of peaks], "classes": [the classification result for each peak], "nelementsbeforeafterrpeak": 45, "signal": [arra of cleaned signal]} The API returns the class each classified heartbeat belongs to: 0 = Normal Beat 1 = Super Ventricular Ectopic Beat 2 = Ventricular Ectopic Beat 3 = Fused (Normal + ventricular ectopic beats)

Header Parameters
X-RapidAPI-HostSTRING
REQUIRED
X-RapidAPI-KeySTRING
REQUIRED
Required Parameters
ECG JSON ExampleJSON_STRING
REQUIREDContains all information necessary to parse the ecg stream: ecgdata: contains the array of values of the ecg signal to classify, freq is its sampling frequency. The output format is {"r_peak":[array of peaks], "classes": [the classification result for each peak], "n_elements_before_after_r_peak": 45, "signal": [arra of cleaned signal]} The API returns the class each classified heartbeat belongs to: 0 = Normal Beat 1 = Super Ventricular Ectopic Beat 2 = Ventricular Ectopic Beat 3 = Fused (Normal + ventricular ectopic beats)
Code Snippet
Install SDK
Response ExampleSchema

Install SDK for (Node.js)Unirest

OAuth2 Authentication
Client ID
Client Secret
OAuth2 Authentication