Demo Alleviate: Demonstrating Artificial Intelligence Enabled Virtual Assistance for Telehealth: The Mental Health Case

03/31/2023
by   Kaushik Roy, et al.
0

After the pandemic, artificial intelligence (AI) powered support for mental health care has become increasingly important. The breadth and complexity of significant challenges required to provide adequate care involve: (a) Personalized patient understanding, (b) Safety-constrained and medically validated chatbot patient interactions, and (c) Support for continued feedback-based refinements in design using chatbot-patient interactions. We propose Alleviate, a chatbot designed to assist patients suffering from mental health challenges with personalized care and assist clinicians with understanding their patients better. Alleviate draws from an array of publicly available clinically valid mental-health texts and databases, allowing Alleviate to make medically sound and informed decisions. In addition, Alleviate's modular design and explainable decision-making lends itself to robust and continued feedback-based refinements to its design. In this paper, we explain the different modules of Alleviate and submit a short video demonstrating Alleviate's capabilities to help patients and clinicians understand each other better to facilitate optimal care strategies.

READ FULL TEXT
research
04/25/2023

Towards Explainable and Safe Conversational Agents for Mental Health: A Survey

Virtual Mental Health Assistants (VMHAs) are seeing continual advancemen...
research
12/15/2020

Empathic Chatbot: Emotional Intelligence for Empathic Chatbot: Emotional Intelligence for Mental Health Well-being

Conversational chatbots are Artificial Intelligence (AI)-powered applica...
research
08/28/2023

DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework

Childhood and adolescent obesity rates are a global concern because obes...
research
01/21/2022

Health literacy in e-oncology care: challenges and strategies

Given the impact of health literacy (HL) on patients outcomes, limited h...
research
11/09/2020

Artificial Intelligence Decision Support for Medical Triage

Applying state-of-the-art machine learning and natural language processi...
research
05/15/2022

Developing patient-driven artificial intelligence based on personal rankings of care decision making steps

We propose and experimentally motivate a new methodology to support deci...

Please sign up or login with your details

Forgot password? Click here to reset