Is there an event triggered when a ratio button is checked?

In JavaScript, is there an event triggered when a radio button is checked?

<input type="radio" name="radio" id="radio1">
<input type="radio" name="radio" id="radio2" checked>
<input type="radio" name="radio" id="radio3">

Is something like the following possible?

document.getElementById("radio1").addEventListener('checked', () => {
    // Do something when the first radio button is checked
})

JSfidde: https://jsfiddle.net/Imabot/ko486uqe/2/