Browsing Bachelor Thesis - Biomedical Engineering by Author "Thang, Nguyen Duc"
Now showing items 1-7 of 7
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Deep Q-learning for biomedical image recognition
Triet, Cao Hoang Minh (International University - HCMC, 2017)Machine learning is a field that evolved from the subfield of pattern recognition and computational learning theory in artificial intelligence. It focuses on constructing algorithms that can learn and make predictions on ... -
Facial expressions in correlation with FNIRS during stroop task experiment
Thuong, Nguyen Hoai (International University - HCMC, 2017)This thesis aims to anticipate the correlation between the hemodynamic responses of frontal cortex and facial expressions during neurocognitive training task, Stroop Task experiment to understand emotion elicited from ... -
Feature extraction and classification of FNIRS signal for mental workload evaluation
Cuong, Luong Si (International University - HCMC, 2017)Currently, Functional Near-Infrared Spectroscopy (fNIRS), which is the non-invasive method, is one of the most effective techniques for brain activity analysis. The successive changes in real time from concentration of the ... -
Investigation on cortical thickness and dementia using GLM and freesurfer tool
Duy, Nguyen Hoang Anh (International University - HCMC, 2017)Parkinson’s disease and Alzheimer’s disease are often associated with cognitive deficits but varies patients considerably. Several studies suggest that there is a higher risk of men than women. Detection of early stages ... -
Investigations on deep learning neural network for biosignal and biomedical image classification
Khanh, Ho Thi Kieu (International University - HCMC, 2017)Among deep models in machine learning which have been very popular recently, Deep Belief Networks (DBNs) as a combination of stacks of Restricted Boltzmann Machines (RBMs) have shown excellent performance in signal fields, ... -
Mental workload evaluation over brain computer interface tasks using functional near infrared spectroscopy
Quang, Nguyen Ngoc (International University - HCMC, 2017)Electrocardiogram (ECG) has been established as one of most useful diagnostic tool in medical and is a critical in the management of various condition of heart. The motivation behind the project was the need for a small, ... -
Real -time and non-contact pulse rate measuring appication on anroid
Thanh, Huynh Tran (International University - HCMC, 2017)Pulse rate is one of the most commonly measured vital signs, and provides the user with important feedback on their current state of health. In the past, it has been necessary to have direct contact to the skin in order ...