About Me
I am a first-year PhD student at Southern Illinois University Carbondale. My research focuses on computer vision and its applications in the medical field. I am particularly interested in deriving meaningful insights from medical, biomedical, and microscopy images to address critical clinical challenges and improve diagnostic accuracy.
Before starting my doctoral studies, I worked as a Research Assistant at SUST Research Center, Sylhet, Bangladesh. I received my Bachelor's degree from the Shahjalal University of Science & Technology (SUST) in 2023, majoring in Computer Science & Engineering.
Research Interests: Medical Image Analysis • Computer Vision • Generative AI • AI for Healthcare • Machine Learning • Natural Language Processing
News
October 2025
Our paper titled "Contrastive-inspired feature optimization for generative diffusion-augmented learning in digital breast tomosynthesis" has been accepted at SPIE Medical Imaging 2026: Computer-Aided Diagnosis. Accepted for Oral Presentation
October 2025
Virtually attended and presented my research on Generative AI for lesion synthesis in DBT at the IEEE SMC 2025 conference, Vienna, Austria.
June 2025
I am co-organizing the Multi-modal Machine Learning in Practice: Algorithms and Applications (MAPLE) @ ICMLA 2025!
June 2025
Our paper titled "Generative diffusion-augmented learning for lesion detection in digital breast tomosynthesis: A proof-of-concept study" has been accepted at IEEE SMC 2025. Paper Accepted
May 2025
Serving as a reviewer for IEEE SMC 2025.
January 2025
Joined as a PhD student at Southern Illinois University Carbondale, beginning my doctoral journey in computer vision and medical imaging.