ISI Journal Papers

Tien-Viet Pham, Tu-Ngoc Vu, Hoang-Minh-Quang Le, Van-Truong Pham, Thi-Thao Tran, "CapNet: An Automatic Attention-based with Mixer Model for Cardiovascular Magnetic Resonance Image Segmentation," Journal of Imaging Informatics in Medicine, (Accepted), May 2024.

Manh-Hung Vu, Van-Quang Nguyen, Thi-Thao Tran, Van-Truong Pham, Men-Tzung Lo, "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric Learning from Multiscale Features," IEEE Transactions on Instrumentation and Measurement, Volume 73, 2024. Link to IEEE, Python code 

Do-Hai-Ninh Nham, Minh-Nhat Trinh, Viet-Dung Nguyen, Van-Truong Pham*, Thi-Thao Tran*, "An EfficientNet-encoder U-Net Joint Residual Refinement Module with Tversky-Kahneman Baroni–Urbani–Buser Loss for Biomedical Image Segmentation," Biomedical Signal Processing and Control,  Vol. 83, 2023. Link to Elsevier, Python code

Thi-Thao Tran, Van-Truong Pham*, "Fully Convolutional Neural Network with Attention Gate and Fuzzy Active Contour Model for Skin Lesion Segmentation," Multimedia Tools and Applications, vol. 81, pp. 13979-13999, 2022. Link to Springer

Van-Truong Pham, Thi-Thao Tran, Pa-Chun Wang, Po-Yu Chen, Men-Tzung Lo, "EAR-UNet: A Deep Learning-based Approach for Segmentation of Tympanic Membranes from Otoscopic Images," Artificial Intelligence In Medicine, vol. 115, 102065, May 2021. Link to Elsevier

Van-Truong Pham, Thi-Thao Tran, Pa-Chun Wang, Men-Tzung Lo, "Tympanic Membrane Segmentation in Otoscopic Images based on Fully Convolutional Network with Active Contour Loss," Signal, Image and Video Processing, vol. 15, no. 3, pp. 519–527, 2021. Link to Springer

Van-Truong Pham, Chen Lin, Thi-Thao Tran, Mao-Yuan Su, Ying-Kuang Lin, Chun-Tung Nien, Wen-Yih Tseng, Jiunn-Lee Lin, Men-Tzung Lo, Lian-Yu Lin, "Predicting Ventricular Tachyarrhythmia in Patients with Systolic Heart Failure based on Texture Features of the Gray Zone from Contrast-Enhanced Magnetic Resonance Imaging," Journal of Cardiology, vol. 76, no. 6, pp. 601-609, 2020. Link to Elsevier

Chen Lin, Pei-Feng Lin, Chen-Hsu Wang, Chung-Hau Juan, Thi-Thao Tran, Van-Truong Pham, Chun-Tung Nien, Yenn-Jiang Lin, Cheng-Yen Wang, Chien-Hung Yeh, Men-Tzung Lo,"Probing age-related changes in cardio-respiratory dynamics by multimodal coupling assessment," Chaos: An Interdisciplinary Journal of Nonlinear Science, vol. 30, no. 3, pp. 1-15, 2020. Link to AIP

Thi-Thao Tran, Van-Truong Pham, Chen Lin, Hui-Wen Yang, Yung-Hung Wang, Kuo-Kai Shyu, Wen-Yih Tseng, Mao-Yuan Su, Lian-Yu Lin, Men-Tzung Lo, "Empirical Mode Decomposition and Monogenic Signal based Approach for Quantification of Myocardial Infarction from MR Images," IEEE Journal of Biomedical and Health Informatics, vol. 23, no. 2, pp. 731-743, 2019. Link to IEEE

Thi-Thao Tran, Te-Yung Fang, Van-Truong Pham, Chen Lin, Pa-Chun Wang, Men-Tzung Lo, "Development of an Automatic Diagnostic Algorithm for Pediatric Otitis Media," Otology & Neurotology, vol. 39, no. 8, pp. 1060-1065, 2018. Link

Hsu-Wen V.Young, Ke-Hsin Hsu, Van-Truong Pham, Thi-Thao Tran, Men-Tzung Lo, “A new approach to sparse decomposition of nonstationary signals with multiple scale structures using self-consistent nonlinear waves,” Physica A: Statistical Mechanics and its Applications, vol. 481, pp. 1-10, 1 September 2017. Link to Elsevier, Matlab code 

Van-Truong Pham, Thi-Thao Tran, Kuo-Kai Shyu, Chen-Lin, Pa-Chun Wang, Men-Tzung Lo, “Shape Collaborative Representation with Fuzzy Energy based Active Contour Model,” Engineering Applications of Artificial Intelligence, vol. 56, pp. 60-74, 2016. Link to Elsevier

Lian-Yu Lin, Mao-Yuan Su, Van-Truong Pham, Thi-Thao Tran, Yung-Hung Wang, Wen-Yih Tseng, Men-Tzung Lo, Jiunn-Lee Lin, "Endocardial Remodeling in Heart Failure Patients With Impaired and Preserved Left Ventricular Systolic Function - A Magnetic Resonance Image Study," Scientific Reports, (doi:10.1038/srep20868), 2016. Link to Nature

Van-Truong Pham, Thi-Thao Tran, “Active contour model and nonlinear shape priors with application to left ventricle segmentation in cardiac MR images,” Optik-International Journal for Light and Electron Optics, vol. 127, no. 3, pp. 991-1002, 2016. Link to Elsevier

Karianto Karianto, Weiting Chen, Van-Truong Pham, Thi-Thao Tran, Erik Alonso, Dana Give, Chen-Lin, Anna Marie Chang, Mohamud Daya, Hui-Chih Wang, Wen-Chu Chiang, Men-Tzung Lo, Matthew Huei-Ming Ma, “Single Channel ECG based Resuscitation Quality Assessment via Hilbert-Huang Spectrum Analysis,” Resuscitation, vol 106, e35, 2016. Link to Elsevier

Yunn-Jy Chen, Tiffany Ting-Fang Shih, Yi-Chung Chang, Ying-Chieh Hsu, Leh-Kiong Huon, Men-Tzung Lo, Van-Truong Pham, Chen Lin, Pa-Chun Wang, “Acoustic-integrated Dynamic MR Imaging for a Patient with Obstructive Sleep Apnea,” Magnetic Resonance Imaging, vol. 33, no. 10, pp. 1350-1352, 2015. Link to Elsevier

Van-Truong Pham, Thi-Thao Tran, Kuo-Kai Shyu, Lian-Yu Lin, Yung-Hung Wang, Men-Tzung Lo “Multiphase B-Spline Level Set and Incremental Shape Priors with Applications to Segmentation and Tracking of Left Ventricle in Cardiac MR Images,” Machine Vision and Applications, vol. 25, no. 8, pp. 1967-1987, 2014. Link to Springer

Thi-Thao Tran, Van-Truong Pham, Kuo-Kai Shyu, “Image Segmentation using Fuzzy Energy-based Active Contour with Shape Prior,” Journal of Visual Communication and Image Representation, vol. 25, no. 7, pp. 1732-1745, 2014. Link to Elsevier

Yi-Chung Chang, Leh-Kiong Huo, Van-Truong Pham, Yunn-Jy Chen, Sun-Fen Jiang, Tiffany Ting-Fang Shih, Thi-Thao Tran, Yung-Hung Wang, Chen Lin, Jenho Tsao, Men-Tzung Lo, Pa-Chun Wang, “Synchronized imaging and acoustic analysis of the upper airway in patients with sleep-disordered breathing,” Physiological Measurement, vol.35, no. 12, pp. 2501-2512, 2014. Link to IOP

Thi-Thao Tran, Van-Truong Pham, Kuo-Kai Shyu, “Zernike Moment and Local Distribution Fuzzy Energy based Active Contours for Image Segmentation,” Signal, Image and Video Processing, vol. 8, no. 1, pp. 11-25, 2014. Link to Springer

Thi-Thao Tran, Van-Truong Pham, Kuo-Kai Shyu, “Moment-based Alignment for Shape Prior with Variational B-Spline Level Set,” Machine Vision and Applications, vol. 24, no. 5, pp. 1075-1091, 2013. Link to Springer

Kuo-Kai Shyu, Juu-Kuh Lin, Van-Truong Pham, Thi-Thao Tran, Li-Jen Shang, “Evolution of Local to Global Minimum Torque Ripples of Direct Torque Control for Induction Motor Drives,” Journal of the Chinese Institute of Engineers, vol. 36, no. 5, pp. 608-615, 2013. Link to Taylor & Francis

Kuo-Kai Shyu, Van-Truong Pham, Thi-Thao Tran, Po-Lei Lee, “Unsupervised Active Contours Driven by Density Distance and Local Fitting Energy with Applications to Medical Image Segmentation,” Machine Vision and Applications, vol. 23, No.6, pp.1159-1175, 2012. Link to Springer

Kuo-Kai Shyu, Van-Truong Pham, Thi-Thao Tran, Po-Lei Lee, “Global and Local Fuzzy Energy-based Active Contours for Image Segmentation,” Nonlinear Dynamics, vol. 67, no. 2, pp. 1559-1578, 2012. Link to Springer

Kuo-Kai Shyu, Thi-Thao Tran, Van-Truong Pham, Po-Lei Lee, Li-Jen Shang, “Fuzzy Distribution Fitting Energy-based Active Contours for Image Segmentation,” Nonlinear Dynamics, Vol. 69. No. 1-2, pp. 295-312, 2012. Link to Springer

Kuo-Kai Shyu, Juu-Kuh Lin, Van-Truong Pham, Ming-Ji Yang, Te-Wei Wang, “Global Minimum Torque Ripple Design for Direct Torque Control of Induction Motor,” IEEE Transactions on Industrial Electronics, vol. 57, no. 9, pp.3148-3156, 2010. Link to IEEE