Search Results - "HAN, Trong Thanh"

High Accuracy Heartbeat Detection from CW-Doppler Radar Using Singular Value Decomposition and Matched Filter by Iwata, Yuki, Thanh, Han Trong, Sun, Guanghao, Ishibashi, Koichiro

“…Heart rate measurement using a continuous wave Doppler radar sensor (CW-DRS) has been applied to cases where non-contact detection is required, such as the…”
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An Efficient Heart Rate Measurement System Using Medical Radar and LSTM Neural Network by Han-Trong, Thanh, Nguyen Viet, Hoang

“…This research proposes a noncontact heart rate measurement method using medical radar and artificial intelligence techniques. This technique has a significant…”
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High-Performance Method for Brain Tumor Feature Extraction in MRI Using Complex Network by Han Trong, Thanh, Nguyen Van, Hinh, Vu Dang, Luu

“…Objective. To localize and distinguish between benign and malignant tumors on MRI. Method. This work proposes a high-performance method for brain tumor feature…”
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Denoising Method for MRI Images Using Modified BM3D Filter with Complex Network and Artificial Neural Networks by Han, Trong-Thanh, Nguyen Van, Hinh, Nguyen Huu, Phat

“…Noise is an undesirable and disturbing effect that degrades the quality of an image. The importance of noise reduction in images and its wide-ranging…”
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A novel method in COPD diagnosing using respiratory signal generation based on CycleGAN and machine learning by Le Trung, Kien, Nguyen Anh, Phuong, Han, Trong-Thanh

“…The main goal of this research is to use distinctive features in respiratory sounds for diagnosing Chronic Obstructive Pulmonary Disease (COPD). This study…”
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Direction of Arrival Estimation for Coherent Signals’ Method Based on LSTM Neural Network by Han-Trong, Thanh, Ngo Duc, Nam, Tran Van, Hung, Pham-Viet, Hung

“…Radio direction finding system is a system that determines the direction or coordinates of radio signal sources. The main function of this system is to…”
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Machine learning based classification model for screening of infected patients using vital signs by Han, Trong Thanh, Pham, Huong Yen, Nguyen, Dang Son Lam, Iwata, Yuki, Do, Trong Tuan, Ishibashi, Koichiro, Sun, Guanghao

“…The classification of healthy versus infected persons, and the early detection of disease sources, plays an important role in preventing spread of disease and…”
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An Efficient Method for Diagnosing Brain Tumors Based on MRI Images Using Deep Convolutional Neural Networks by Han-Trong, Thanh, Nguyen Van, Hinh, Nguyen Thi Thanh, Huong, Tran Anh, Vu, Nguyen Tuan, Dung, Vu Dang, Luu

“…This paper proposes a system to effectively identify brain tumors on MRI images using artificial intelligence algorithms and ADAS optimization function. This…”
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An approach for UAV indoor obstacle avoidance based on AI technique with ensemble of ResNet8 and Res-DQN by Duc, Nam-Tran, Hai, Quan-Tran, Van, Dat-Nguyen, Trong, Thanh-Han, Trong, Tuan-Do

“…Unmanned Aerial Vehicles (UAVs) have many important applications in both civil and military areas. One of the most popular type of UAVs is quad-copter which…”
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A non-contact infection screening system using medical radar and Linux-embedded FPGA: Implementation and preliminary validation by Nguyen, Cuong V., Le Quang, Truong, Vu, Trung Nguyen, Le Thi, Hoi, Van, Kinh Nguyen, Trong, Thanh Han, Trong, Tuan Do, Sun, Guanghao, Ishibashi, Koichiro

“…In this study, an infection screening system was developed to detect patients suffering from infectious diseases. In addition, the system was also designed to…”
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An Effective Approach to Chronic Obstructive Pulmonary Disease Diagnosis by Using Invertible Transform and Transfer Learning by Trong, Thanh Han, Xuan, Nhat Nguyen, Anh, Phuong Nguyen, Le Trung, Kien, Van, Hinh Nguyen

“…Respiratory sounds are critical indicators of human well-being. Breathing sounds can be utilized for identifying respiratory tract conditions. In this research…”
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A Novelty Approach to Emulate Field Data Captured by Unmanned Aerial Vehicles for Training Deep Learning Algorithms Used for Search-and-Rescue Activities at Sea by Trong, Tuan Do, Tran Hai, Quan, Duc, Nam Tran, Trong Thanh, Han

“…Nowadays, unmanned aerial vehicle (UAV) is gradually becoming popular and has applications in many fields of life and protection of national sovereignty over…”
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Brain MRI Images Generating Method Based on Cyclegan by Van Nguyen, Hinh, Trong, Thanh Han

“…Generating tumor images on a brain MRI image at random locations can help medical researchers and medical students in predicting possible tumor possibilities…”
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Contactless Heartbeat Detection from CW-Doppler Radar using Windowed-Singular Spectrum Analysis by IWATA, Yuki, ISHIBASHI, Koichiro, SUN, Guanghao, LUU, Manh Ha, HAN, Trong Thanh, NGUYEN, Linh Trung, DO, Trong Tuan

“…The continuous-wave Doppler radar measures the movement of a chest surface including of cardiac and breathing signals and the body movement. The challenges…”
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DOA Estimation Based on LSTM Neural Network with Uniform Linear Antenna Array by Trong, Thanh Han, Nam, Ngo Duc, Hung, Tran Van

“…Radio Direction Finding system is a system that determines the direction or coordinates of radio signal sources. The main function of this system is to…”
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Jitter mitigation in radio direction finding system by Han Trong Thanh, Tong Hung Son, Pham Trung Minh, Do Trong Tuan, Vu Van Yem

“…The performance of all digital Radio Direction Finding systems in which the RF signal is digitalized with highpass sampling is seriously impaired by the Jitter…”
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Novel direction finding algorithm based on phase locked loop with low computational complexity by Han Trong Thanh, Tran Ngoc Ha, Vu Van Yem

“…Radio Direction Finding (DF) is a technique that identifies the bearing angle or the coordinates of an incoming radio signal(s). In this paper, we propose a…”
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Diagnosing Chronic Obstructive Pulmonary Disease Based on Breathing Sound Using Machine Learning by Han-Trong, Thanh

“…Breathing sound is a characteristic indicator of human health. Each type of respiratory disease will have its own distinct breathing sounds. Therefore,…”
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A Non-Contact Heart Rate Measurement System Based On LSTM Neural Network by Trong, Thanh Han, Viet, Hoang Nguyen

“…The proposed method combines a non-contact measuring device with an LSTM neural network to provide a simple and precise wireless system to measure heart rate…”
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Pneumonia Classification in X-ray Images Using Artificial Intelligence Technology by Thanh, Han Trong, Yen, Pham Huong, Ngoc, Trinh Bich

“…The article focuses on the research of image classification algorithms, namely the images indicate pathology of pneumonia caused by bacteria and viruses. The…”
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