~ Swami Vivekananda 🍁
I am a dedicated Lecturer at Sylhet International University, with a strong background in Computer Science and a passion for teaching. I am committed to exploring the limitless possibilities of Artificial Intelligence (AI) and Machine Learning (ML), thriving at the intersection of education and research. My academic and teaching experiences have equipped me with the essential skills to contribute to cutting-edge research and solve complex problems through technology, particularly in the Explainable Biomedical Healthcare Domain and Generative AI focusing on optimized diagnostic tools, treatment planning, and medical image analysis. I’ve received the prestigious Dean's Merit List award twice during my bachelor's degree.
I am eager to expand my horizons through an MS/PhD program, where I can engage in innovative research on Neuro-Inspired AI, Precision Healthcare, and eXplainable Computer Vision (CV). My aim is to integrate AI, neuroscience, and Human-AI Interaction (HAI) to advance neurotechnology and brain sensing, enhancing cognitive augmentation and rehabilitation.
If you are curious, Priyanka (प्रियंका) is a Sanskrit name that means the one who is lovable to everyone! I grew up in a traditional Hindu family in Sylhet, often called the 'Second London'. Though my first language is Bengali (বাংলা), I am also proficient in English and Hindi (हिन्दी).
26.06.2025 | A recent collaborative work with my student Fuad Hasan titled 'Towards A Machine Learning-Enabled Framework for Cybersecurity Threat Detection in Telesurgery' has been accepted for presentation at the IEEE CS BDC Summer Symposium 2025 ✨
27.03.2025 | My journal article, 'Interpretable Artificial Intelligence (AI) for Cervical Cancer Risk Analysis Leveraging Stacking Ensemble and Expert Knowledge', is available online now. ✨
Read Here [Impact factor 2.9, Q2]
19.02.2025 | A new journal article has been accepted for publication in the SAGE Digital Health journal. ✨
[Impact factor 2.9, Q2]
27.09.2024 | My undergraduate final semester thesis has been accepted for publication in the PLoS ONE journal.
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07.05.2024 | Starting my new role as a tenure track faculty member in the department of Computer Science & Engineering at Sylhet International University, Bagbari, Sylhet - 3100.
Interpretable AI for Cervical Cancer Risk Analysis Leveraging Stacking Ensemble and Expert Knowledge
Priyanka Roy*, Mahmudul Hasan*, Md Rashedul Islam, Md Palash Uddin
An explainable ensemble approach for advanced brain tumor classification applying Dual-GAN mechanism and feature extraction techniques over highly imbalanced data
Priyanka Roy, Fahim Mohammad Sadique Srijon, Pankaj Bhowmik
Efficient Deep Learning Technique for Rice Leaf Disease Detection: A Light-Weight Model Approach
Priyanka Roy, Fahmid Mohammad Sadique Sristy, Fahim Mohammad Sadique Srijon