Research
Research Interests
Medical Imaging
Biomedical Signal Processing
AI in Healthcare
Machine Learning (Deep Learning)
Pattern Recognition
Computer Vision
current research
Arrhythmia classification
The details in a short video on YouTube.
cardiac segmentation
Automatic cardiac segmentation from a 2D echocardiogram for cardiac assessment and disease diagnosis. Under review, details are coming soon.
RESEARCH WORK GALLERY
RESEARCH FIELD GALLERY
Research eXPERIENCE
Artificial intelligence is very interesting to me. I was working as a research assistant under Professor Dr. Mohiuddin Ahmad at Khulna University of Engineering and Technology in the Dept. of EEE. Different types of biomedical signals, like Electroencephalogram (EEG), Electrocardiogram (ECG), Electromyogram (EMG), and Electrooculography (EOG) can be collected and processed here. I had the experience of working on ‘Emotion recognition’, ‘Fall detection’, ‘Text detection', ‘Skin lesion classification', etc. with different types of digital signal processing methods. I have also completed some online courses on deep learning in ‘Coursera’ and image processing in other online platforms.
Research Articles and Dataset Sources
searching article ?
searching Dataset ?
NIH National Cancer Institute Cancer Data Access System.
List of Medical Image Dataset Sources in a GitHub Link
Open-Access Medical Image Repositories (a Personal Website)
HUMAN SUBJECT RESEARCH?
Important Training
Human Research Protection Foundational Training, U.S. Department of Health and Human Services.
Course/ Training from Collaborative Institutional Training Initiative (CITI)