System and method of adaptive interpretation of ECG waveforms

A method for adaptive interpretation of ECG waveforms, the method comprising:

• receiving a new ECG waveform;
• extracting at least one feature from the new ECG waveform;
• selecting a cluster interpretation module based on the feature;
• processing the new ECG waveform and/or the extracted feature to provide a cluster interpretation output;
• displaying the cluster interpretation output on a user interface;
• receiving a clinician input via the user interface rejecting the cluster interpretation output;
• and
• using the clinician input as negative feedback to train the cluster interpretation module.

A non-transitory computer readable medium having computer-executable instructions stored thereon, wherein the instructions include steps comprising:

• receiving a new ECG waveform;
• extracting at least one feature from the new ECG waveform;
• selecting a cluster interpretation module based on the feature;
• wherein the cluster interpretation module is trained on a cluster from a cluster database of existing ECG datasets, wherein each existing ECG dataset includes an existing ECG waveform with at least one corresponding existing feature and existing interpretation, and wherein each cluster is comprised of ECG datasets having a common existing feature;
• processing the new ECG waveform and/or the extracted feature with the cluster interpretation module to provide a cluster interpretation output;
• displaying the cluster interpretation output on a user interface;
• receiving a clinician input rejecting the cluster interpretation output;
• and
• further training the cluster interpretation module based on the clinician input rejecting the cluster interpretation output.