Process Knowledge-infused Learning for Clinician-friendly Explanations

no code implementations • 16 Jun 2023 • Kaushik Roy, Yuxin Zi, Manas Gaur, Jinendra Malekar, Qi Zhang, Vignesh Narayanan, Amit Sheth

In this study, we introduce Process Knowledge-infused Learning (PK-iL), a new learning paradigm that layers clinical process knowledge structures on language model outputs, enabling clinician-friendly explanations of the underlying language model predictions.

Explainable Artificial Intelligence (XAI) Language Modelling

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

no code implementations • 31 Mar 2023 • Kaushik Roy, Vedant Khandelwal, Raxit Goswami, Nathan Dolbir, Jinendra Malekar, Amit Sheth

After the pandemic, artificial intelligence (AI) powered support for mental health care has become increasingly important.

Chatbot Decision Making +1