Tuan D. Pham
Orcid: 0000-0002-4255-5130
According to our database1,
Tuan D. Pham
authored at least 197 papers
between 1996 and 2024.
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Bibliography
2024
Diagnosis of pathological speech with streamlined features for long short-term memory learning.
Comput. Biol. Medicine, March, 2024
2023
Attention-Based Multidimensional Deep Learning Approach for Cross-Architecture IoMT Malware Detection and Classification in Healthcare Cyber-Physical Systems.
IEEE Trans. Comput. Soc. Syst., August, 2023
Deep Learning-Based Network Intrusion Detection System for Internet of Medical Things.
IEEE Internet Things Mag., June, 2023
A review on artificial intelligence for the diagnosis of fractures in facial trauma imaging.
Frontiers Artif. Intell., February, 2023
Frontiers Artif. Intell., February, 2023
Toward Data-Model-Agnostic Autonomous Machine-Generated Data Labeling and Annotation Platform: COVID-19 Autoannotation Use Case.
IEEE Trans. Engineering Management, 2023
Peripheral Blood Smear Analysis Using Automated Computer-Aided Diagnosis System to Identify Acute Myeloid Leukemia.
IEEE Trans. Engineering Management, 2023
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., 2023
Classification of Caenorhabditis Elegans Locomotion Behaviors With Eigenfeature-Enhanced Long Short-Term Memory Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
A multi-view feature fusion approach for effective malware classification using Deep Learning.
J. Inf. Secur. Appl., 2023
Proceedings of the IEEE Region 10 Conference, 2023
Wavelet Scattering of RhoB-Expressed Deep-Learning Features for Rectal Cancer Prognosis.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images.
Multim. Syst., 2022
Image-based malware representation approach with EfficientNet convolutional neural networks for effective malware classification.
J. Inf. Secur. Appl., 2022
A cost-sensitive deep learning-based meta-classifier for pediatric pneumonia classification using chest X-rays.
Expert Syst. J. Knowl. Eng., 2022
Attention deep learning-based large-scale learning classifier for Cassava leaf disease classification.
Expert Syst. J. Knowl. Eng., 2022
Comput. Secur., 2022
Deep learning based cross architecture internet of things malware detection and classification.
Comput. Secur., 2022
A two-stage deep learning framework for image-based android malware detection and variant classification.
Comput. Intell., 2022
Classification Of Ecg Signals Of Heart Beats Using Tf-Ts Lstm With Augmented Fuzzy Recurrence Eigenvalues.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022
Convolutional Neural Networks and Support Vector Machines for Five-Year Survival Analysis of Metastatic Rectal Cancer.
Proceedings of the International Joint Conference on Neural Networks, 2022
Visual Concurrent Analysis of Gait Patterns Among Healthy Young, Old Adults, and Patients With Parkinson's Disease.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Classification of COVID-19 chest X-rays with deep learning: new models or fine tuning?
Health Inf. Sci. Syst., 2021
Stegomalware: A Systematic Survey of MalwareHiding and Detection in Images, Machine LearningModels and Research Challenges.
CoRR, 2021
From Raw Pixels to Recurrence Image for Deep Learning of Benign and Malignant Mediastinal Lymph Nodes on Computed Tomography.
IEEE Access, 2021
Fuzzy Cross Recurrence Analysis and Tensor Decomposition of Major-Depression Time-Series Data.
Proceedings of the DATA'21: International Conference on Data Science, 2021
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021
2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Classification of Benign and Metastatic Lymph Nodes in Lung Cancer with Deep Learning.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
Knowl. Based Syst., 2019
Classification of short time series in early Parkinsons disease with deep learning of fuzzy recurrence plots.
IEEE CAA J. Autom. Sinica, 2019
IEEE Access, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Tensor Decomposition of Non-EEG Physiological Signals for Visualization and Recognition of Human Stress.
Proceedings of the 11th International Conference on Bioinformatics and Biomedical Technology, 2019
2018
IEEE Trans. Biomed. Eng., 2018
Neurocomputing, 2018
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
Pattern analysis and classification of blood oxygen saturation signals with nonlinear dynamics features.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
Validation of Computer Models for Evaluating the Efficacy of Cognitive Stimulation Therapy.
Wirel. Pers. Commun., 2017
Scaling of Texture in Training Autoencoders for Classification of Histological Images of Colorectal Cancer.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017
Complementary features for radiomic analysis of malignant and benign mediastinal lymph nodes.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
IEEE Trans. Image Process., 2016
Edge-Aware Filtering with Local Polynomial Approximation and Rectangle-Based Weighting.
IEEE Trans. Cybern., 2016
Signal Process. Image Commun., 2016
The Kolmogorov-Sinai entropy in the setting of fuzzy sets for image texture analysis and classification.
Pattern Recognit., 2016
Guest Editorial: Advanced Understanding and Modelling of Human Motion in Multidimensional Spaces.
Multim. Tools Appl., 2016
J. Intell. Fuzzy Syst., 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016
2015
Estimating Parameters of Optimal Average and Adaptive Wiener Filters for Image Restoration with Sequential Gaussian Simulation.
IEEE Signal Process. Lett., 2015
Pattern Recognit., 2015
Measures of Morphological Complexity of Gray Matter on Magnetic Resonance Imaging for Control Age Grouping.
Entropy, 2015
Photoplethysmography technology and its feature visualization for cognitive stimulation assessment.
Proceedings of the IEEE International Conference on Industrial Technology, 2015
Proceedings of the IEEE International Conference on Consumer Electronics, 2015
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015
2014
Signal Process. Image Commun., 2014
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., 2014
Inf. Sci., 2014
Int. J. Intell. Syst., 2014
Identification of intestinal wall abnormalities and ischemia by modeling spatial uncertainty in computed tomography imaging findings.
Comput. Methods Programs Biomed., 2014
Comput. Methods Programs Biomed., 2014
A novel method for dendritic spines detection based on directional morphological filter and shortest path.
Comput. Medical Imaging Graph., 2014
Briefings Bioinform., 2014
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014
Proceedings of the Image and Signal Processing - 6th International Conference, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
2013
Pattern Recognit., 2013
Serial fusion of random subspace ensemble for subcellular phenotype images classification.
Int. J. Bioinform. Res. Appl., 2013
Proceedings of the 12th Mexican International Conference on Artificial Intelligence, 2013
Characterization of Cancer and Normal Intracellular Images by the Power Law of a Fuzzy Partition Functional.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013
Tubule detection in testis images using boundary weighting and circular shortest path.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
Analysis of MRI-based cortical surface structure complexity in dementia by sample entropy.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013
Chaos and Nonlinear Time-series Analysis of Finger Pulse Waves for Depression Detection.
Proceedings of the BIOSIGNALS 2013, 2013
The chaotic behavior of the endoplasmic-reticulum network in time-lapse microscopy images.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
Junction detection for linear structures based on Hessian, correlation and shape information.
Pattern Recognit., 2012
Pattern Recognit., 2012
Pattern Recognit., 2012
Int. J. Knowl. Based Intell. Eng. Syst., 2012
Supervised restoration of degraded medical images using multiple-point geostatistics.
Comput. Methods Programs Biomed., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the Symposium on Information and Communication Technology 2012, 2012
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
Proceedings of the Image and Vision Computing New Zealand, 2012
Proceedings of the Image and Vision Computing New Zealand, 2012
Proceedings of the Image and Vision Computing New Zealand, 2012
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
Proceedings of the International Conference on Computerized Healthcare, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the Sixth UKSim/AMSS European Symposium on Computer Modeling and Simulation, 2012
Chaotic Behavior in Intracellular Space: An Implication for Modeling and Simulation of Cancer.
Proceedings of the Sixth UKSim/AMSS European Symposium on Computer Modeling and Simulation, 2012
Dendritic spines detection based on directional morphological filter and shortest path.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012
Proceedings of the Computer Vision, 2012
2011
Automated Detection of White Matter Changes in Elderly People Using Fuzzy, Geostatistical, and Information Combining Models.
IEEE Trans. Inf. Technol. Biomed., 2011
Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble.
BMC Bioinform., 2011
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
On improving the inference of white matter hyperintensities on magnetic resonance imaging.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Complexity Analysis of Mass Spectrometry Data for Disease Classification using GA-based Multiscale Entropy.
Proceedings of the BIOSIGNALS 2011, 2011
2010
Correlation-based cluster-space transform for major adverse cardiac event prediction.
Proceedings of the IEEE International Conference on Systems, 2010
Fusing fuzzy and probabilistic memberships for white matter lesion detection in MRI of the brain.
Proceedings of the IEEE International Conference on Systems, 2010
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Ratio-hypothesis-based Fuzzy Fusion with Application to Classification of Cellular Morphologies.
Proceedings of the BIOSIGNALS 2010, 2010
Entropic Analysis and Synthesis of Biosignal Complexity.
Proceedings of the BIOSIGNALS 2010, 2010
Fuzzy Hyper-clustering for Pattern Classification in Microarray Gene Expression Data Analysis.
Proceedings of the BIOSIGNALS 2010, 2010
Spatially constrained fuzzy hyper-prototype clustering with application to brain tissue segmentation.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
2009
IEEE Trans. Inf. Technol. Biomed., 2009
Recognition and analysis of cell nuclear phases for high-content screening based on morphological features.
Pattern Recognit., 2009
Trans. Mass Data Anal. Images Signals, 2009
Identification of Protein Biomarkers using Geostatistics and Block-Error Matching Strategy.
Trans. Mass Data Anal. Images Signals, 2009
Comput. Biol. Medicine, 2009
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009
Segmentation of medical images using geo-theoretic distance matrix in fuzzy clustering.
Proceedings of the International Conference on Image Processing, 2009
2008
Computational Prediction Models for Early Detection of Risk of Cardiovascular Events Using Mass Spectrometry Data.
IEEE Trans. Inf. Technol. Biomed., 2008
Int. J. Hybrid Intell. Syst., 2008
Computational prediction models for cancer classification using mass spectrometry data.
Int. J. Data Min. Bioinform., 2008
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2008
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008
Geostatistically constrained fuzzy segmentation of abdominal aortic aneurysm CT images.
Proceedings of the FUZZ-IEEE 2008, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
2007
Spectral distortion measures for biological sequence comparisons and database searching.
Pattern Recognit., 2007
Fuzzy information fusion of classification models for high-throughput image screening of cancer cells in time-lapse microscopy.
Int. J. Knowl. Based Intell. Eng. Syst., 2007
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007
Proceedings of the Progress in Pattern Recognition, 2007
Bagging Support Vector Machine for Classification of SELDI-ToF Mass Spectra of Ovarian Cancer Serum Samples.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007
2006
Spectral Pattern Comparison Methods for Cancer Classification Based on Microarray Gene Expression Data.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006
IEEE J. Solid State Circuits, 2006
Int. J. Data Min. Bioinform., 2006
Integrated Algorithms for Image Analysis and Classification of Nuclear Division for High-Content Cell-Cycle Screening.
Int. J. Comput. Intell. Appl., 2006
Int. J. Bioinform. Res. Appl., 2006
Gaussian mixture and Markov models for cell-phase classification in microscopic imaging.
Proceedings of the 1st IEEE/SMC International Conference on System of Systems Engineering, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Dynamic Analysis and Recognition of Cell-Cycle Screening Based on Morphological Structures.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006
Proceedings of the Advances in Data Mining, 2006
Robust Feature Extraction and Reduction of Mass Spectrometry Data for Cancer Classification.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
2005
Proceedings of the Advances in Machine Learning and Cybernetics, 2005
Proceedings of the Pattern Recognition and Data Mining, 2005
2004
Bioinform., 2004
2003
Vector Quantization And Fuzzy C-Means Clustering For Written Language Classification.
Proceedings of the Pattern Recognition in Information Systems, 2003
Proceedings of the Document Recognition and Retrieval X, 2003
Alignment-Free Sequence Comparison with Vector Quantization and Hidden Markov Models.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003
2002
Perception-based hidden Markov models: a theoretical framework for data mining and knowledge discovery.
Soft Comput., 2002
2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
Applications of genetic algorithms, geostatistics, and fuzzy c-means clustering to image segmentation.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
2000
Pattern Recognit., 2000
Int. J. Pattern Recognit. Artif. Intell., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
Pattern Recognit., 1999
J. Adv. Comput. Intell. Intell. Informatics, 1999
Fuzzy Sets Syst., 1999
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999
1998
An effective algorithm for the segmentation of digital plane curves - The isoparametric formulation.
Pattern Recognit. Lett., 1998
Pattern Recognit., 1998
Comput. Vis. Image Underst., 1998
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
1997
1996
Advances in Fuzzy Systems - Applications and Theory 10, World Scientific, ISBN: 978-981-4498-85-2, 1996
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996