Faculty Member's Profile

Publications

[1]. UltraLightCPS: An Ultra-Lightweight Colon Polyp Segmentation model using an adaptive compressed multi-scale semantic fusion mechanism

Name: Biomedical Signal Processing and Control  Volumn: 120

[2]. MedPrompt: LLM–CNN Fusion with Weight Routing for Medical Image Segmentation and Classification

Name: Biomedical Signal Processing and Control  Volumn: 113

Conference Paper

[1]. From Pixels to Diagnosis: Convolutional Neural Networks in Tuberculosis Screening

Name: ICEEICT 2023

[2]. Risk Minimization by Early Readmission Prediction for Diabetes Patients: A Data-Driven Machine Learning Approach

Name: BECITHCON-2024

[3]. A Lightweight Framework for Facial Emotion Recognition: Leveraging Geometrical Priors with Spatial Features

Name: NCIM 2025

[4]. A Multi-Stage Deep Learning Approach to Tuberculosis Detection with Explainable Insights

Name: NCIM 2025

[5]. Multimodal Deep Learning Approach for Bangla Sign Language Recognition: Integrating Spatial and Geometric Features

Name: NCIM 2025

[6]. Skin Cancer Classification Using Pre-trained CNNs: A Transfer Learning Approach Addressing Imbalanced Data Challenges

Name: NCIM 2025

[7]. An Attention Guided Lightweight U-Net Framework for Colon Polyp Segmentation in Colonoscopy Images

Name: ICECTE 2026

[8]. Bangla Dialect Classification Across 11 Regions Using Machine Learning and Transformer-Based Models

Name: ICECTE 2026

[9]. Harnessing Ensemble Transfer Learning to Boost Human Activity Recognition in Static Images

Name: STI 2025

Book chapter

[1]. TIG-UNet++: A Thresholded Input Guided Modified UNet++ for Separating Lung Region in Chest X-Rays

Name: ICT for Intelligent Systems