Tuan D. Pham

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 65

Top Venues

Pattern Recognit.

Comput. Methods Programs Biomed.

IEEE Access

ICIP

Publications

Tuan D. Pham, Simon B. Holmes, Lifong Zou, Mangala Patel, Paul Coulthard
Diagnosis of pathological speech with streamlined features for long short-term memory learning. Comput. Biol. Medicine 170 (2024)
Tuan D. Pham, Simon B. Holmes, Paul Coulthard
A review on artificial intelligence for the diagnosis of fractures in facial trauma imaging. Frontiers Artif. Intell. 6 (2023)
Thomas Hartung, Jun Deng, Raghvendra Mall, Alejandro F. Frangi, Frank Emmert-Streib, Tuan D. Pham
Editorial: Insights in AI: Medicine and public health 2022. Frontiers Artif. Intell. 6 (2023)
Tuan D. Pham, Xiao-Feng Sun
Wavelet Scattering of RhoB-Expressed Deep-Learning Features for Rectal Cancer Prognosis. ISBI (2023)
Vasundhara Acharya, Vinayakumar Ravi, Tuan D. Pham, Chinmay Chakraborty
Peripheral Blood Smear Analysis Using Automated Computer-Aided Diagnosis System to Identify Acute Myeloid Leukemia. IEEE Trans. Engineering Management 70 (8) (2023)
Tuan D. Pham
Prediction of Five-Year Survival Rate for Rectal Cancer Using Markov Models of Convolutional Features of RhoB Expression on Tissue Microarray. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (5) (2023)
Vinayakumar Ravi, Tuan D. Pham, Mamoun Alazab
Attention-Based Multidimensional Deep Learning Approach for Cross-Architecture IoMT Malware Detection and Classification in Healthcare Cyber-Physical Systems. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Tuan D. Pham
Classification of Caenorhabditis Elegans Locomotion Behaviors With Eigenfeature-Enhanced Long Short-Term Memory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Vinayakumar Ravi, Tuan D. Pham, Mamoun Alazab
Deep Learning-Based Network Intrusion Detection System for Internet of Medical Things. IEEE Internet Things Mag. 6 (2) (2023)
Wael Suliman, Vinayakumar Ravi, Tuan D. Pham
A Retrospective Study on Classifying Gait Signals Using Entropy Measures. TENCON (2023)
Ajay Arunachalam, Vinayakumar Ravi, Vasundhara Acharya, Tuan D. Pham
Toward Data-Model-Agnostic Autonomous Machine-Generated Data Labeling and Annotation Platform: COVID-19 Autoannotation Use Case. IEEE Trans. Engineering Management 70 (8) (2023)
Rajasekhar Chaganti, Vinayakumar Ravi, Tuan D. Pham
A multi-view feature fusion approach for effective malware classification using Deep Learning. J. Inf. Secur. Appl. 72 (2023)
Tuan D. Pham
Visual Concurrent Analysis of Gait Patterns Among Healthy Young, Old Adults, and Patients With Parkinson's Disease. BIBM (2022)
Pooja Yadav, Neeraj Menon, Vinayakumar Ravi, Sowmya Viswanathan, Tuan D. Pham
A two-stage deep learning framework for image-based android malware detection and variant classification. Comput. Intell. 38 (5) (2022)
Tuan D. Pham
Classification Of Ecg Signals Of Heart Beats Using Tf-Ts Lstm With Augmented Fuzzy Recurrence Eigenvalues. IVMSP (2022)
Vinayakumar Ravi, Harini Narasimhan, Tuan D. Pham
A cost-sensitive deep learning-based meta-classifier for pediatric pneumonia classification using chest X-rays. Expert Syst. J. Knowl. Eng. 39 (7) (2022)
Pooja Yadav, Neeraj Menon, Vinayakumar Ravi, Sowmya Viswanathan, Tuan D. Pham
EfficientNet convolutional neural networks-based Android malware detection. Comput. Secur. 115 (2022)
Vinayakumar Ravi, Vasundhara Acharya, Tuan D. Pham
Attention deep learning-based large-scale learning classifier for Cassava leaf disease classification. Expert Syst. J. Knowl. Eng. 39 (2) (2022)
Rajasekhar Chaganti, Vinayakumar Ravi, Tuan D. Pham
Deep learning based cross architecture internet of things malware detection and classification. Comput. Secur. 120 (2022)
Wael Suliman, Vinayakumar Ravi, Bin Luo, Xiao-Feng Sun, Tuan D. Pham
Convolutional Neural Networks and Support Vector Machines for Five-Year Survival Analysis of Metastatic Rectal Cancer. IJCNN (2022)
Vinayakumar Ravi, Harini Narasimhan, Chinmay Chakraborty, Tuan D. Pham
Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images. Multim. Syst. 28 (4) (2022)
Tuan D. Pham
Kriging-Weighted Laplacian Kernels for Grayscale Image Sharpening. IEEE Access 10 (2022)
Rajasekhar Chaganti, Vinayakumar Ravi, Tuan D. Pham
Image-based malware representation approach with EfficientNet convolutional neural networks for effective malware classification. J. Inf. Secur. Appl. 69 (2022)
Rajasekhar Chaganti, Vinayakumar Ravi, Mamoun Alazab, Tuan D. Pham
Stegomalware: A Systematic Survey of MalwareHiding and Detection in Images, Machine LearningModels and Research Challenges. CoRR (2021)
Tuan D. Pham
Deep Learning of Recurrence Texture in Physiological Signals. AI*IA (2021)
Tuan D. Pham, Faisal Yousif Al Anezi
Fuzzy Cross Recurrence Analysis and Tensor Decomposition of Major-Depression Time-Series Data. DATA (2021)
Tuan D. Pham
Classification of COVID-19 chest X-rays with deep learning: new models or fine tuning? Health Inf. Sci. Syst. 9 (1) (2021)
Tuan D. Pham
Recurrence eigenvalues of movements from brain signals. Brain Informatics 8 (1) (2021)
Tuan D. Pham
From Raw Pixels to Recurrence Image for Deep Learning of Benign and Malignant Mediastinal Lymph Nodes on Computed Tomography. IEEE Access 9 (2021)
Shu Zhang, Hui Yu, Ting Wang, Junyu Dong, Tuan D. Pham
Linearly augmented real-time 4D expressional face capture. Inf. Sci. 545 (2021)
Tuan D. Pham
Visual Computing of Causality in Personalized Depression. EMBC (2020)
Tuan D. Pham
Classification of Benign and Metastatic Lymph Nodes in Lung Cancer with Deep Learning. BIBE (2020)
Tuan D. Pham, Karin Wårdell, Anders Eklund, Goran Salerud
Classification of short time series in early Parkinsons disease with deep learning of fuzzy recurrence plots. IEEE CAA J. Autom. Sinica 6 (6) (2019)
Thi T. T. Pham, Héctor Rodriguez Déniz, Tuan D. Pham
Tensor Decomposition of Non-EEG Physiological Signals for Visualization and Recognition of Human Stress. ICBBT (2019)
Qiangguo Jin, Zhaopeng Meng, Tuan D. Pham, Qi Chen, Leyi Wei, Ran Su
DUNet: A deformable network for retinal vessel segmentation. Knowl. Based Syst. 178 (2019)
Tuan D. Pham, Chuanwen Fan, Hong Zhang, Xiao-Feng Sun
Deep Learning Of P73 Biomarker Expression In Rectal Cancer Patients. IJCNN (2019)
Tuan D. Pham
Geostatistical Simulation of Medical Images for Data Augmentation in Deep Learning. IEEE Access 7 (2019)
Tuan D. Pham, Hong Yan
Tensor Decomposition of Gait Dynamics in Parkinson's Disease. IEEE Trans. Biomed. Eng. 65 (8) (2018)
Tuan D. Pham
Pattern analysis and classification of blood oxygen saturation signals with nonlinear dynamics features. BHI (2018)
Jin Liu, Tuan D. Pham, Hong Yan, Zhizheng Liang
Fuzzy mixed-prototype clustering algorithm for microarray data analysis. Neurocomputing 276 (2018)
Qiangguo Jin, Zhao-Peng Meng, Tuan D. Pham, Qi Chen, Leyi Wei, Ran Su
DUNet: A deformable network for retinal vessel segmentation. CoRR (2018)
Tuan D. Pham, Mayumi Oyama-Higa
NONLINEAR DYNAMICS ANALYSIS OF SHORT-TIME PHOTOPLETHYSMOGRAM IN PARKINSON'S DISEASE. FUZZ-IEEE (2018)
Tuan D. Pham
Scaling of Texture in Training Autoencoders for Classification of Histological Images of Colorectal Cancer. ISNN (2) (2017)
Tuan D. Pham
Time-Shift Multiscale Entropy Analysis of Physiological Signals. Entropy 19 (6) (2017)
Tuan D. Pham
Complementary features for radiomic analysis of malignant and benign mediastinal lymph nodes. ICIP (2017)
Tuan D. Pham
Validation of Computer Models for Evaluating the Efficacy of Cognitive Stimulation Therapy. Wirel. Pers. Commun. 94 (3) (2017)
Tuan D. Pham
Entropy rates of physiological aging on microscopy. SSCI (2016)
Xiao Tan, Changming Sun, Tuan D. Pham
Edge-Aware Filtering with Local Polynomial Approximation and Rectangle-Based Weighting. IEEE Trans. Cybern. 46 (12) (2016)
Tuan D. Pham
Noise-Added Texture Analysis. CIARP (2016)
Tuan D. Pham
Measures of spatial distortion using kriging. IEEE Conf. on Intelligent Systems (2016)
Tuan D. Pham
Quantifying visual perception of texture with fuzzy metric entropy. J. Intell. Fuzzy Syst. 31 (2) (2016)
Tuan D. Pham
The Kolmogorov-Sinai entropy in the setting of fuzzy sets for image texture analysis and classification. Pattern Recognit. 53 (2016)
Xiao Tan, Changming Sun, Tuan D. Pham
Stereo matching based on multi-direction polynomial model. Signal Process. Image Commun. 44 (2016)
Tuan D. Pham
Enhancing texture characteristics with synthesis and noise for image retrieval. IEEE Conf. on Intelligent Systems (2016)
Tuan D. Pham
The multiple-point variogram of images for robust texture classification. ICASSP (2016)
Hui Yu, Junyu Dong, Tuan D. Pham, Honghai Liu
Guest Editorial: Advanced Understanding and Modelling of Human Motion in Multidimensional Spaces. Multim. Tools Appl. 75 (19) (2016)
Xiao Tan, Changming Sun, Kwan-Yee K. Wong, Tuan D. Pham
Guided image completion by confidence propagation. Pattern Recognit. 50 (2016)
Tuan D. Pham
The Semi-Variogram and Spectral Distortion Measures for Image Texture Retrieval. IEEE Trans. Image Process. 25 (4) (2016)
Tuan D. Pham
Measure of texture dynamics with fuzzy metric entropy. FSKD (2015)
Truong Cong Thang, Huyen T. T. Tran, Vo D. Trong, Duc V. Nguyen, Hung T. Le, Tuan D. Pham
Design and implementation of an e-Health system for depression detection. ICCE (2015)
Tuan D. Pham
Estimating Parameters of Optimal Average and Adaptive Wiener Filters for Image Restoration with Sequential Gaussian Simulation. IEEE Signal Process. Lett. 22 (11) (2015)
Xiao Tan, Changming Sun, Xavier Sirault, Robert Furbank, Tuan D. Pham
Feature matching in stereo images encouraging uniform spatial distribution. Pattern Recognit. 48 (8) (2015)
Tuan D. Pham, Mayumi Oyama-Higa
Photoplethysmography technology and its feature visualization for cognitive stimulation assessment. ICIT (2015)
Tuan D. Pham, Taishi Abe, Ryuichi Oka, Yung-Fu Chen
Measures of Morphological Complexity of Gray Matter on Magnetic Resonance Imaging for Control Age Grouping. Entropy 17 (12) (2015)
Tuan D. Pham
Editorial. Comput. Biol. Medicine 63 (2015)
Xiao Tan, Changming Sun, Dadong Wang, Yi Guo, Tuan D. Pham
Soft Cost Aggregation with Multi-resolution Fusion. ECCV (5) (2014)
Ran Su, Changming Sun, Chao Zhang, Tuan D. Pham
A novel method for dendritic spines detection based on directional morphological filter and shortest path. Comput. Medical Imaging Graph. 38 (8) (2014)
Tuan D. Pham, Taichiro Tsunoyama, Truong Cong Thang, Takashi Fujita, Tetsuya Sakamoto
Image classification of bowel abnormalities and ischemia. ICIP (2014)
Isabel Schwende, Tuan D. Pham
Pattern recognition and probabilistic measures in alignment-free sequence analysis. Briefings Bioinform. 15 (3) (2014)
Taichiro Tsunoyama, Tuan D. Pham, Takashi Fujita, Tetsuya Sakamoto
Identification of intestinal wall abnormalities and ischemia by modeling spatial uncertainty in computed tomography imaging findings. Comput. Methods Programs Biomed. 117 (1) (2014)
Tuan D. Pham
Nonstationary Mapping of Spatial Uncertainty for Medical Image Classification. ICMB (2014)
Tuan D. Pham
Geostatistical Entropy for Texture Analysis: An Indicator Kriging Approach. Int. J. Intell. Syst. 29 (3) (2014)
Ran Su, Changming Sun, Chao Zhang, Tuan D. Pham
A new method for linear feature and junction enhancement in 2D images based on morphological operation, oriented anisotropic Gaussian function and Hessian information. Pattern Recognit. 47 (10) (2014)
Tuan D. Pham
Pattern recognition by active visual information processing in birds. Inf. Sci. 270 (2014)
Tuan D. Pham, Xiaoyi Jiang
Editorial. Comput. Methods Programs Biomed. 117 (1) (2014)
Tuan D. Pham
Modeling spatial uncertainty of imprecise information in images. APSIPA (2014)
Xiao Tan, Changming Sun, Xavier Sirault, Robert Furbank, Tuan D. Pham
Stereo matching using cost volume watershed and region merging. Signal Process. Image Commun. 29 (10) (2014)
Tuan D. Pham
Image Classification with Indicator Kriging Error Comparison. ICISP (2014)
Xiao Tan, Changming Sun, Tuan D. Pham
Multipoint Filtering with Local Polynomial Approximation and Range Guidance. CVPR (2014)
Tuan D. Pham, Dinh T. P. Le, Jinwei Xu, Duc T. Nguyen, Robert G. Martindale, Clifford W. Deveney
Personalized identification of abdominal wall hernia meshes on computed tomography. Comput. Methods Programs Biomed. 113 (1) (2014)
Tuan D. Pham, Truong Cong Thang, Mayumi Oyama-Higa, Hoc X. Nguyen, Saji Hameed, Masahide Sugiyama
Chaos and Nonlinear Time-series Analysis of Finger Pulse Waves for Depression Detection. BIOSIGNALS (2013)
Nhan Nguyen-Thanh, Tuan D. Pham, Kazuhisa Ichikawa
Segmentation of mitochondria in intracellular space. CIBCB (2013)
Ying Chen, Tuan D. Pham
Analysis of MRI-based cortical surface structure complexity in dementia by sample entropy. CIBCB (2013)
Tuan D. Pham
The chaotic behavior of the endoplasmic-reticulum network in time-lapse microscopy images. BIBM (2013)
Bailing Zhang, Tuan D. Pham
Serial fusion of random subspace ensemble for subcellular phenotype images classification. Int. J. Bioinform. Res. Appl. 9 (4) (2013)
Tuan D. Pham
Bird-Like Information Processing for AI-based Pattern Recognition. MICAI (Special Sessions) (2013)
Chao Zhang, Changming Sun, Rhonda Davey, Ran Su, Leanne Bischof, Pascal Vallotton, David Lovell, Shelly Hope, Sigrid A. Lehnert, Tuan D. Pham
Tubule detection in testis images using boundary weighting and circular shortest path. EMBC (2013)
Tuan D. Pham, Jonathan Golledge
Pattern analysis of imaging markers in abdominal aortic aneurysms. BMEI (2013)
Tuan D. Pham, Kazuhisa Ichikawa
Characterization of Cancer and Normal Intracellular Images by the Power Law of a Fuzzy Partition Functional. ICIAR (2013)
Tuan D. Pham
Possibilistic nonlinear dynamical analysis for pattern recognition. Pattern Recognit. 46 (3) (2013)
Tuan D. Pham, Truong Cong Thang, Mayumi Oyama-Higa
Toward the development of a cost-effective e-depression detection system. ICCH (2012)
Theam Foo Ng, Tuan D. Pham, Xiuping Jia
Feature interaction in subspace clustering using the Choquet integral. Pattern Recognit. 45 (7) (2012)
Tuan D. Pham
Regularity Dimension of Medical Images. KES (2012)
Tuan D. Pham
Kriging-based possibilistic entropy of biosignals. EUSIPCO (2012)
Tuan D. Pham
Supervised restoration of degraded medical images using multiple-point geostatistics. Comput. Methods Programs Biomed. 106 (3) (2012)
Tuan D. Pham, Nhan Nguyen-Thanh, Truong Cong Thang, Kazuhisa Ichikawa
Chaotic Behavior in Intracellular Space: An Implication for Modeling and Simulation of Cancer. EMS (2012)
Tuan D. Pham
Personalized modeling in computational life science. SoICT (2012)
Ran Su, Changming Sun, Tuan D. Pham
Junction detection for linear structures based on Hessian, correlation and shape information. Pattern Recognit. 45 (10) (2012)
Jinwei Xu, Tuan D. Pham
Robust Impulse-Noise Filtering for Biomedical Images Using Numerical Interpolation. ICIAR (2) (2012)
Ran Su, Changming Sun, Chao Zhang, Tuan D. Pham
Linear feature enhancement based on morphological operation and Gabor function. IVCNZ (2012)

Tuan D. Pham.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Tuan D. Pham