AI-Enhanced GraphoText Analysis for Tracking Counselling Therapy Progress: Integrating Multimodal Graphology and Machine Learning

NF Abd Yusof, Z Othman, NZ Zulkarnain… - … in Applied Sciences …, 2024 - semarakilmu.com.my
Despite the robustness of existing instruments, routine manual observation in psychotherapy
faces significant challenges, including lack of time, labour, high implementation costs, and …

Performance of Content-Based Features to Detect Depression Tendencies in Different Text Lengths

NZ Zulkarnain, NF Abd Yusof… - … in Engineering and …, 2022 - ieeexplore.ieee.org
Text analytics have been widely used nowadays in the field of mental health to predict onset
mental health issues such as depression and anxiety, with the intention to perform early …

A Hybrid Approach for Depression Classification Using BERT and SVM

A Porwal, SK Saritha, MK Ahirwal - … on soft computing for problem-solving, 2023 - Springer
Depression is a major global mental health issue that impacts millions of individuals. The
complexity of depression symptoms makes it challenging to diagnose and treat effectively …