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Research Interests
Research Interests
Medical Imaging
Biomedical Signal Processing
AI in Healthcare
Machine Learning (Deep Learning)
Pattern Recognition
Computer Vision
current research
current research
cardiac segmentation
cardiac segmentation
CoST-UNet: Convolution and Swin Transformer based Deep Learning Architecture for Cardiac Segmentation.
The article is published in BSPC, October 2024.
RESEARCH WORK GALLERY
RESEARCH FIELD GALLERY
Research eXPERIENCE
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 article ?
searching Dataset ?
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)
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