Methods and systems for improved therapy delivery and monitoring

A computer program product comprising instructions which, when the program is executed by a computer, cause the computer to carry out a computer-implemented method for taking one or more action relating to therapy, the method comprising:

• receiving text data relating to a therapy session between a therapist and a patient;
• dividing the text data into a plurality of utterances;
• assigning a semantic representation to each of the plurality of utterances to produce a plurality of assigned utterances;
• aggregating the plurality of assigned utterances to form a representation of the therapy session;
• providing an output prediction, based on the representation of the therapy session and optionally one or more further input, of one or more characteristic of at least one of the patient, the therapist and the therapy;
• and
• taking one or more action relating to the therapy, wherein the one or more action is selected based on the output prediction meeting a predetermined criterion.

A method of treatment of a mental health disorder in a patient, the method comprising:

• receiving text data relating to a therapy session between a therapist and the patient;
• dividing the text data into a plurality of utterances;
• assigning a semantic representation to each of the plurality of utterances using at least a first part of a deep learning model, to produce a plurality of assigned utterances;
• aggregating the plurality of assigned utterances to form a representation of the therapy session;
• providing an output prediction, based on the representation of the therapy session and optionally one or more further input and using at least a second part of a deep learning model, of one or more characteristic of at least one of the patient, the therapist and the therapy;
• and
• taking one or more action relating to the therapy, wherein the one or more action is selected based on the output prediction meeting a predetermined criterion.