Found out how to turn off the flash notification:
Go to Settings>Accessibility>Flash Notification.
In my phone, this choice was already unchecked even though the flash notification was happening. Nevertheless, I enabled it, then called my mobile phone to engage the flash while the notification choice was enabled. After disconnecting the call, I went back in an unchecked the choice. Called the mobile phone again and didn't get the flash.