Research Works

Explore my research contributions, including published journal and conference articles and ongoing projects. Discover the innovative solutions and insights I have developed in various areas of study.

Journal Paper

A Systematic Review on Impact of Diffusion Models in Health Informatics: The Role of Explainable AI and Clinician Involvement

Abstract:Diffusion models, as the advanced evolvement of generative models, have been adopted across various domains and demonstrate remarkable performance in a wide range of applications.see more

Journal Paper

Automated Knee Osteoarthritis Diagnosis: A Stacked Ensemble Deep Learning Approach with Explainable AI Techniques

Abstract:Knee osteoarthritis (KOA) is a prevalent degenerative joint disease that affects people all over the world. Because diagnosis and treatment are often delayed, KOA frequently causes severe disability. see more

Conference Paper

Analysis of Automated Skin Disease Classification Exploiting Different Machine Learning Techniques

Abstract : One of the most serious and prevalent diseases in the world is skin disease. Due to the intricacy of humans’ tone and texture and the visible proximity impact of the disorders, it can be quite difficult to pinpoint the exact type of condition at times.see more

Conference Paper

An Empirical Study on Bengali News Headline Categorization Leveraging Different Machine Learning Techniques

Abstract:Bengali News Headline Categorization Using Machine Learning aims to categorize Bengali online news headlines into six distinct categories using Natural Language Processing. Researchers in different application fields have recently paid great attention to the fantastic accomplishments of Machine Learning Models in Natural Language Processing.see more