Multimodal Digital Signals for AI-Assisted Detection of Depression and Anxiety: A Comparative Analysis of Questionnaire, Language, Speech and Wearable Data

3 Oct

Authors: Mansi, Assistant Professor Dr. Grace M. BasanShrieh Abstract: No single source of information captures the full experience of depression or anxiety. Artificial intelligence (AI) research has therefore turned to multiple digital signals, including standardised questionnaires, electronic health records, written … Read More »

Apiculture and Its Role in Sustainable Rural Livelihoods: A Review of Economic, Social and Ecological Dimensions

2 Oct

Authors: Assistant Professor Dr. M. Stephen Abstract: Apiculture, or scientific beekeeping, is increasingly recognized as a multifunctional livelihood activity that integrates income generation, agricultural productivity, food security and ecosystem conservation. Unlike many agricultural enterprises, beekeeping requires relatively limited land and … Read More »