Interface for patient-provider conversation and auto-generation of note or summary

A computing device, comprising:

• one or more processors;
• and
• data storage, wherein the data storage has stored thereon computer-executable instructions that, when executed by the one or more processors, cause the computing device to carry out operations comprising:
• displaying a note summarizing the conversation, wherein the note comprises automatically extracted words or phrases in a transcript of an audio recording of the conversation, wherein the extracted words or phrases relate to one or more medical topics relating to the patient, and wherein the extraction of the words or phrases is performed by one or more trained machine learning models;
• generating, by the one or more trained machine learning models, a billing code associated with a given medical topic of the one or more medical topics, wherein the billing code is based on the automatically extracted words or phrases;
• and
• displaying the billing code alongside a portion of the note that includes the extracted words or phrases.

An article of manufacture comprising one or more non-statutory computer readable media having computer-readable instructions stored thereon that, when executed by one or more processors of a computing device, cause the computing device to carry out operations comprising:

• displaying a note summarizing the conversation, wherein the note comprises automatically extracted words or phrases in a transcript of an audio recording of the conversation, wherein the extracted words or phrases relate to one or more medical topics relating to the patient, and wherein the extraction of the words or phrases is performed by one or more trained machine learning models;
• generating, by the one or more trained machine learning models, a billing code associated with a given medical topic of the one or more medical topics, wherein the billing code is based on the automatically extracted words or phrases;
• and
• displaying the billing code alongside a portion of the note that includes the extracted words or phrases.