Enhanced Systems and Methods for Mental Health Diagnosis and Treatment

An advanced system for evaluating, diagnosing, and stratifying patients with mental health issues, providing accurate probability scores, confidence levels, and personalized treatment plans.

The original patent disclosed systems and methods for screening, diagnosing, and stratifying patients with neuropsychiatric diseases. However, these systems lacked the ability to provide accurate probability scores, confidence levels, and personalized treatment plans. The present inventive concept addresses these limitations by introducing enhanced systems and methods that improve the accuracy and effectiveness of mental health diagnosis and treatment.

The new inventive concept comprises systems and methods that integrate advanced machine learning algorithms, Bayesian Decision Lists, and cognitive task outcome measures to provide accurate probability scores and confidence levels for mental health conditions. The systems can output mental health conditions with a probability score of accuracy, recommend personalized treatment plans based on the patient's medical history, identify potential biomarkers, and track the progress of a patient's mental health condition in real-time. The methods involve receiving input features from patients, applying Bayesian Decision Lists, and outputting mental health conditions with confidence levels.

The new claims introduce the concept of probability scores, confidence levels, and personalized treatment plans, which are not present in the original patent. The use of Bayesian Decision Lists and cognitive task outcome measures to improve the accuracy of mental health diagnosis is also novel and non-obvious.

Alternative embodiments of the inventive concept could include the use of different machine learning algorithms, additional input features, or integration with wearable devices and electronic health records. Variations could include systems for diagnosing specific mental health conditions, such as bi-polar disorder or PTSD.

The inventive concept has significant commercial potential in the mental health industry, with applications in healthcare providers, pharmaceutical companies, and research institutions. The market for mental health diagnosis and treatment is growing rapidly, and the present inventive concept is well-positioned to capture a significant share of this market.