Psychotherapy triage method

A psychotherapy triage method for use by a computer-based system, the method comprising: obtaining (S2), via a user interface of the system, text data relating to a patient at an initial stage of a therapy process; using (S3) at least a first part of a deep learning model to obtain a representation...

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Bibliographische Detailangaben
Hauptverfasser: Cummins, Ronan, Tablan, Mihai Valentin, Blackwell, Andrew
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A psychotherapy triage method for use by a computer-based system, the method comprising: obtaining (S2), via a user interface of the system, text data relating to a patient at an initial stage of a therapy process; using (S3) at least a first part of a deep learning model to obtain a representation of at least the text data; using (S4) at least a second part of the deep learning model, and an input thereto formed using the representation, to obtain an output predicting a characteristic of a condition of the patient and/or of the therapy process; and causing (S6) the system to take one or more actions relating to the therapy process, wherein the one or more actions are selected based on the output; wherein the deep learning model is trained using a training set comprising, for each of a plurality of other patients, text data relating to the other patient at an initial stage of a therapy process and a result of a determination of the characteristic.