Rusab Sarmun

Rusab Sarmun

Machine Learning Researcher

About Me

I am a Machine Learning Researcher passionate about pushing the boundaries of AI technology. My research focuses on developing innovative solutions in deep learning, computer vision, and natural language processing.

With a strong foundation in both theoretical and applied machine learning, I strive to create AI systems that are not only powerful but also interpretable and ethical.

Research Areas

Selected Publications

The utility of a deep learning-based approach in Her-2/neu assessment in breast cancer

Kabir, S., Vranic, S., Al Saady, R.M., Khan, M.S., Sarmun, R., et al.

Expert Systems with Applications, Volume 238, 2024

Deep learning in computed tomography pulmonary angiography imaging: A dual-pronged approach for pulmonary embolism detection

Bushra, F., Chowdhury, M.E.H., Sarmun, R., et al.

Expert Systems with Applications, Volume 245, 2024

Enhancing intima-media complex segmentation with a multi-stage feature fusion-based novel deep learning framework

Sarmun, R., Kabir, S., Prithula, J., et al.

Engineering Applications of Artificial Intelligence, Volume 133, 2024

Diabetic Foot Ulcer Detection: Combining Deep Learning Models for Improved Localization

Sarmun, R., Chowdhury, M.E.H., Murugappan, M., et al.

Cognitive Computation, Volume 16, 2024

Classification and segmentation of kidney MRI images for chronic kidney disease detection

Islam, M.S.B., Sumon, M.S.I., Sarmun, R., et al.

Computers and Electrical Engineering, Volume 119, 2024

Self-DenseMobileNet: A Robust Framework for Lung Nodule Classification using Self-ONN and Stacking-based Meta-Classifier

Rahman, M.S., Chowdhury, M.E.H., Rahman, H.R., Sarmun, R., et al.

arXiv preprint arXiv:2410.12584, 2024

Achievements

QU Health Achievement

QU Health Research Symposium

Runner Up

2024

Qatar University

Runner Up at the Eighth QU Health Sector Annual Research Symposium

DUSS Achievement

DUSS Competition

First Place

2023

Dhaka University

Robo Fiesta Achievement

Robo Fiesta

Champion

2022

IUT Robotics Competition

Get in Touch

Interested in collaboration or have questions about my research? Feel free to reach out