Tasnia Binte Mamun

Lecturer

Education

MSc in BME (2024-contd.), Bangladesh University of Engineering and Technology
BSc in BME (2024), Bangladesh University of Engineering and Technology

Research Interests

Biomedical signal processing, AI and Machine Learning in Healthcare, Medical Image Processing, MRI, Wearable M-health systems.

Work Experience

Lecturer – Department of BME, Bangladesh University of Engineering and Technology (BUET), 2025-contd.

Research Experience

Undergraduate Research Student, mHealth Lab, BUET
Graduate Research Student, mHealth Lab, BUET

Publication

1. AutoLungDx: A Hybrid Deep Learning Approach for Early Lung Cancer Diagnosis Usingg 3D Res-U-Net, YOLOv5, and Vision Transformers SB Shuvo, TB Mamun
2. ResCap-DBP: A Lightweight Residual-Capsule Network for Accurate DNA-Binding Protein Prediction Using Global ProteinBERT Embeddings SB Shuvo, TB Mamun, UR Acharya
3. LMLCC-Net: A Semi-Supervised Deep Learning Model for Lung Nodule Malignancy Prediction from CT Scans using a Novel Hounsfield Unit-Based Intensity Filtering A Madhuri, N Sobir, TB Mamun, T Hasan

Thesis

Undergraduate thesis: LCC-Net: A Deep Learning Framework for Lung Cancer Classification Using Lung CT Scans, Supervisor: Dr. Taufiq Hasan, Professor, Department of Biomedical Engineering, Bangladesh University of Engineering and Technology.

Publication Search

Profile details

Address:

Room: 1123. 11th floor, ECE Building, BUET, Dhaka

Phone:

Status:

Active

Email

tasnia@bme.buet.ac.bd

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