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Elizabeth Umah

Publications (4)

A Data-driven Dashboard Framework for Employee Mental Health and Organisational Decision-making

Daniel Kweku Assumang, Elizabeth Umah, Martin Msughter Vincent, Bolatito I. Abolade & Bukola Elizabeth Shasere · Journal of Scientific Research and Reports · 2025

Due to rising mental health issues in the workplace, organisations need to take preemptive, data-driven measures to foster employee well-being. In this review article, a complete, data-driven framework for constructing Mental Health Index Dashboards specific to organisational env...

Open access Research Article 10.9734/jsrr/2025/v31i73315

Machine Learning Approaches for Mental Health Assessment and Intervention in Post-Pandemic Populations

Benny UHORANISHEMA, Daniel Abaneme, Elizabeth Umah, Uche Stanley Chukwuemeka & Kazeem B. Ogunsusi · Asian Journal of Research in Medical and Pharmaceutical Sciences · 2026

The COVID-19 pandemic increased anxiety, depression, and post-traumatic stress disorder around the world. It also revealed gaps in services and led to a rapid rise in the use of machine learning (ML) tools for assessment and support. This scoping review examined post-2020 evidenc...

Open access Research Article 10.9734/ajrimps/2026/v15i1366

Governance Models for Safe Deployment and Fine-Tuning of Generative AI in Enterprise Security and Data Protection

Kushal Jain, Attah Nnaemeka Melford, Swathi Krishna Naik Vankdoth, Azeezat O. Abbas, Elizabeth Umah & Saheedat Olasumbo Abbas · Journal of Engineering Research and Reports · 2026

Businesses are quickly implementing generative artificial intelligence in clinical, financial and operational processes. Nonetheless, the systems of governance in regard to safe deployment and fine-tuning are still disjointed. This scoping review mapped research on the empirical...

Open access Research Article 10.9734/jerr/2026/v28i11761

Augmented Project Management: Exploring the Role of AI Tools in Decision-making and Resource Optimisation

Ogochukwu Gold Abaneme, Chiamaka Ezenwaka, Raphael Popoola, Olabode Soetan, Henry Asusheyi Obajaja & Elizabeth Umah · Asian Journal of Advanced Research and Reports · 2025

Background: Project management is defined as the planning, execution, and monitoring of projects to meet predefined objectives/success criteria while adhering to specified time, budget, and scope constraints and is crucial to successful business. Conventional project management p...

Open access Research Article 10.9734/ajarr/2025/v19i71097