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      • KCI등재

        Efficient Forest Fire Detection using Rule-Based Multi-color Space and Correlation Coefficient for Application in Unmanned Aerial Vehicles

        Nguyen Duc Anh,Pham Van Thanh,Doan Tu Lap,Nguyen Tuan Khai,Tran Van An,Tran Duc Tan,Nguyen Huu An,Dang Nhu Dinh 한국인터넷정보학회 2022 KSII Transactions on Internet and Information Syst Vol.16 No.2

        Forest fires inflict great losses of human lives and serious damages to ecological systems. Hence, numerous fire detection methods have been proposed, one of which is fire detection based on sensors. However, these methods reveal several limitations when applied in large spaces like forests such as high cost, high level of false alarm, limited battery capacity, and other problems. In this research, we propose a novel forest fire detection method based on image processing and correlation coefficient. Firstly, two fire detection conditions are applied in RGB color space to distinguish between fire pixels and the background. Secondly, the image is converted from RGB to YCbCr color space with two fire detection conditions being applied in this color space. Finally, the correlation coefficient is used to distinguish between fires and objects with fire-like colors. Our proposed algorithm is tested and evaluated on eleven fire and non-fire videos collected from the internet and achieves up to 95.87% and 97.89% of F-score and accuracy respectively in performance evaluation.

      • KCI등재

        Outcomes of liver transplantation for hepatocellular carcinoma: Experiences from a Vietnamese center

        Khai Viet Ninh,Dang Hai Do,Trung Duc Nguyen,Phuong Ha Tran,Tuan Hoang,Dung Thanh Le,Nghia Quang Nguyen 한국간담췌외과학회 2024 Annals of hepato-biliary-pancreatic surgery Vol.28 No.1

        Backgrounds/Aims: Liver transplantation (LT) provides a favorable outcome for patients with hepatocellular carcinoma (HCC) and was launched in Vietnam in 2004. In this study, we evaluated the short-term and long-term outcomes of LT and its risk factors. Methods: This retrospective study analyzed HCC patients who underwent LT at Viet Duc University hospital, Vietnam, from 01/2012–03/2022. The following data were gathered: demographics, virus infection, tumor characteristics, alpha-fetoprotein (AFP) level, Child-Pugh and MELD scores, selection criteria, type of LT, complications, 30-day mortality, and disease-free and overall survival (DFS and OS). Results: Fifty four patients were included, the mean age was 55.39 ± 8.46 years. Nearly 90% had hepatitis B virus-related HCC. The median (interquartile range) AFP level was 16.2 (88.7) ng/mL. The average MELD score was 10.57 ± 5.95; the rate of Child-Pugh A and B were 70.4% and 18.5%, respectively. Nearly 40% of the patients were within Milan criteria, brain-dead donor was 83.3%. Hepatic and portal vein thrombosis occurred in 0% and 1.9%, respectively; hepatic artery thrombosis 1.9%, biliary leakage 5.6%, and postoperative hemorrhage 3.7%. Ninety-day mortality was 5.6%. Five-year DFS and OS were 79.3% and 81.4%, respectively. MELD score and Child- Pugh score were predictive factors for DFS and OS (p < 0.05). In multivariate analysis, Child-Pugh score was the only significant factor (p < 0.05). Conclusions: In Vietnam, LT is an effective therapy for HCC with an acceptable complication rate, mortality rate, and good survival outcomes, and should be further encouraged.

      • Class of high boost inverters based on switched-inductor structure

        Minh-Khai Nguyen,Tuan-Vu Le,Sung-Jun Park,Young-Cheol Lim,Ji-Yoon Yoo IET 2015 IET power electronics Vol.8 No.5

        <P>This study deals with a class of the switched-inductor boost inverters (SLBIs) including the DC-linked type, continuous, discontinuous and ripple input current topologies. Compared with the conventional switched boost inverters, the SLBIs add only three diodes and one inductor to obtain a strong boost factor. In comparison with the conventional switched-inductor Z-source inverters (ZSIs) for the same voltage gain at the same modulation indexes, the proposed SLBIs use one more active switch and less passive components which results in reducing the size and cost. Moreover, the efficiency of the proposed inverters is improved in comparison with the conventional switched-inductor ZSIs. Analysis and operating principles are presented. A laboratory prototype was built with 24, 36, 48 V DC input and 127 Vrms output voltage to test high boost ability of the proposed inverters.</P>

      • SCISCIESCOPUS

        A Class of Quasi-Switched Boost Inverters

        Minh-Khai Nguyen,Tuan-Vu Le,Sung-Jun Park,Young-Cheol Lim Institute of Electrical and Electronics Engineers 2015 IEEE transactions on industrial electronics Vol. No.

        <P>A switched boost inverter (SBI) can replace a Z-source inverter (ZSI) in low-power applications because it has one less LC pair than the ZSI. This paper presents a class of quasi-SBIs (qSBIs) that offers several advantages when compared with a conventional SBI, including reducing the voltage stress on the capacitor, increasing the boost voltage factor, and improving input current profiles. Operating principles, steady-state analysis, and comparisons with conventional inverters are presented. A prototype based on a TMS320F28335 digital signal processor is built to verify the operating principle of the proposed qSBIs.</P>

      • SCOPUSKCI등재

        관상동맥 협착병변 형상인자와 혈류역학 기반 진단인자의 상관관계 수치해석 연구

        쩐득민(Duc Minh Tran),웬비엣카이(Viet Khai Nguyen),웬민투안(Minh Tuan Nguyen),이상욱(Sang-Wook Lee) 대한기계학회 2018 大韓機械學會論文集B Vol.42 No.7

        관상동맥 협착병변 심각도에 대한 기존의 혈관 협착률 기반 진단인자의 제한된 정확도로 인하여 최근 생리기능성 진단인자의 중요성이 높아지고 있다. 가장 대표적인 혈류역학 기반 생리기능성 진단인자인 심근분획혈류예비력(FFR)과 벽전단응력(WSS)가 일반적으로 협착병변의 여러 형상 특성인자에 의해 크게 영향을 받는 것으로 잘 알려져 있다. 본 연구에서는 협착병변의 다양한 형상특성인자를 고려한 혈관 모델을 설계하고 다중스케일 CFD 시뮬레이션을 수행한 후, FFR 및 WSS값과 협착병변 형상특성인자의 상관관계를 분석하였다. 기본적으로 혈관 협착률이 FFR과 WSS값에 가장 큰 영향을 미치는 것으로 나타났으며, 협착률이 높을수록, 협착부 형상(shape)의 영향이 커짐을 확인할 수 있었다. Due to the limited diagnostic accuracy of conventional evaluation by stenosis degree for coronary stenotic lesion severity, physiology-based functional indices have recently received much attention. Fractional flow reserve (FFR) and wall shear stress (WSS) are the most representative indices. These hemodynamics-based indices are closely related to blood flow characteristics downstream of stenosis which is greatly affected by the geometric features of stenosis. In this study, we considered major geometric features of stenotic lesions and investigated the correlation between the functional indices and the lesion-specific geometrical parameters by carrying out multi-scale CFD simulations. Lumen diameter reduction rate has the largest effect on the physiological indices and the effect of lesion shape becomes greater as the stenosis degree rises.

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