Matlab Codes
Dental, diabetic, and cardiovascular diseases (Matlab codes to be uploaded)
Dental and vascular diseases (Matlab codes to be uploaded)
TFTS-LSTM for pathological voice diagnosis (Matlab codes). Ref: T.D. Pham, et al, Diagnosis of pathological speech with streamlined features for long short-term memory learning, Computers in Biology and Medicine, 170 (2024) 107976.
Features and networks of the mandible (Matlab codes). Ref: T.D. Pham, et al, Features and networks of the mandible on computed tomography, Royal Society Open Science, 11 (2024) 231166.
T.D. Pham, Deep time-recurrence features (Matlab code). Ref: T.D. Pham, Deep time-recurrence features, EPL, 142 (2023) 51001.
Double convolutional learning of protein expression in rectal cancer (Matlab code). Ref: T.D. Pham, X.F. Sun, Wavelet scattering networks in deep learning for discovering protein markers in a cohort of Swedish rectal cancer patients, Cancer Medicine, 12 (2023) 21502–21518.
Rectal cancer biopsy 2
Rectal-cancer NATs (Matllab)
Rectal cancer biopsy (Data)
T.D. Pham, FRP-measures/Quantification analysis of an FRP (Data and Matlab code)
T.D. Pham, Kriging-weighted Laplacian kernels (Matlab codes)
T.D. Pham, Tensor decomposition of RhoB eigenvalues (Matlab codes & biopsy data)
T.D. Pham, Eigenvalues of gait in neurodegenerative diseases (Matlab codes)
T.D. Pham, Eigenvalues of eigenworm phenotypes (Matlab codes)
T.D. Pham, FRP-eigenvalues (Matlab codes)
T.D. Pham, Mood Fusion (Matlab codes and data)
T.D. Pham, image-LSTM (Matlab)
T.D. Pham, Identifying critical transitions in major depression with fuzzy recurrence entropy. MATLAB codes and Data
T.D. Pham, TF-LSTM for H&E data. MATLAB codes
T.D. Pham, Deep learning of lymph nodes (recurrence images). MATLAB code
T.D. Pham, TF-TS LSTM. MATLAB software
T.D. Pham, C. Fan, H. Zhang, X.-F. Sun, Artificial intelligence-based 5-year-survival prediction and prognosis of DNp73 expression in rectal cancer patients, Clinical and Translational Medicine, 10 (2020) e159. Data and MATLAB code
T.D. Pham, Deep learning of COVID-19 chest X-rays: New models or fine tuning? MATLAB code
T.D. Pham, A comprehensive study on classification of COVID-19 on computed tomography with pretrained convolutional neural networks: MATLAB code
T.D. Pham, Fuzzy recurrence entropy, EPL, 130 (2020) 40004: MATLAB codes
T.D. Pham, Fuzzy cross and fuzzy joint recurrence plots, Physical A, 540 (2020) 123026: MATLAB code.
T.D. Pham, Geostatistical simulation of medical images for data augmentation in deep learning, IEEE Access, 7 (2019) 68752-68763. Matlab code for SGS implemented in this paper can be obtained at https://mathworks.com/matlabcentral/fileexchange/64898-sequential-gaussian-simulation-sgs
T.D. Pham, et al., Image-based network analysis of p73 expression by immunohistochemistry in rectal cancer patients, Frontiers in Physiology (2019), Data and Matlab code
T.D. Pham, Fuzzy weighted recurrence networks of time series, Physica A, 513 (2019) 409-417. Matlab code
T.D. Pham, H. Yan, Spatial-dependence recurrence sample entropy, Physica A, 494 (2018) 581-590. Matlab code
T.D. Pham, H. Yan, A regularity statistic for images, Chaos, Solitons & Fractals, 106 (2018) 227-232. Matlab code
T.D. Pham, M. Karlsson, C.M. Andersson, R. Mirdell, F. Sjoberg, Automated VSS-based burn scar assessment using combined texture and color features of digital images in error-correcting output coding, Scientific Reports, 7 (2017) 16744. Data and Matlab code
T.D. Pham, Y. Watanabe, M. Higuchi, H. Suzuki, Texture analysis and synthesis of malignant and benign mediastinal lymph nodes in patients with lung cancer on computed tomography, Scientific Reports, 7 (2017) 43209. Data
T.D. Pham, From fuzzy recurrence plots to scalable recurrence networks of time series, EPL (Europhysics Letters), 118 (2017) 20003. Matlab code
T.D. Pham, Time-shift multiscale entropy analysis of physiological signals, Entropy, 19 (2017) 257. Matlab codes
T.D. Pham, Fuzzy recurrence plots, EPL (Europhysics Letters), 116 (2016) 50008. Matlab code
T.D. Pham, Classification of complex biological aging images using fuzzy Kolmogorov-Sinai entropy, Journal of Physics D: Applied Physics, 47 (2014) 485402. Matlab code
T.D. Pham, Estimating parameters of optimal average and adaptive Wiener filters for image restoration with sequential Gaussian simulation, IEEE Signal Processing Letters, 22 (2015) 1950-1954. Matlab code
T.D. Pham, The semi-variogram and spectral distortion measures for image texture retrieval, IEEE Trans Image Processing, 25 (2016) 1556-1565. Matlab code
T.D. Pham, The multiple-point variogram of images for robust texture classification, Proc. 41st IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP 2016, 20-25 March 2016, Shanghai, China), pp. 1303-1307, 2016. Matlab code