Thanh-An Pham

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Machine Learning Models

Inverse Problems

Top Venues

IEEE Trans. Computational Imaging

Publications

The-Chuong Trinh, Tieu-Long Phan, Van-Thinh To, Gia-Bao Truong, Thanh-An Pham, Hoang-Son Lai Le, Phuoc-Chung van Nguyen, Tuyen Ngoc Truong
A Graph Neural Network Model Enables Accurate Prediction of Anaplastic Lymphoma Kinase Inhibitors Compared to Other Machine Learning Models. KSE (2023)
Thanh-An Pham, Van-Dung Hoang
Combination of Deep Learning and Ambiguity Rejection for Improving Image-Based Disease Diagnosis. ACIIDS (1) (2023)
Jonathan Dong, Lorenzo Valzania, Antoine Maillard, Thanh-An Pham, Sylvain Gigan, Michael Unser
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. IEEE Signal Process. Mag. 40 (1) (2023)
Yan Liu, Jonathan Dong, Thanh-An Pham, François Marelli, Michael Unser
Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration. CoRR (2023)
Van-Dung Hoang, Thanh-An Pham
Fusion of ViT Technique and Image Filtering in Deep Learning for Plant Pests and Diseases Recognition. ICSSE (2023)
Pakshal Bohra, Thanh-An Pham, Jonathan Dong, Michael Unser
Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors. IEEE Trans. Computational Imaging 8 (2022)
Pakshal Bohra, Thanh-An Pham, Jonathan Dong, Michael Unser
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors. CoRR (2022)
Fangshu Yang, Thanh-An Pham, Nathalie Brandenberg, Matthias P. Lütolf, Jianwei Ma, Michael Unser
Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging. IEEE Trans. Image Process. 30 (2021)
Quentin Denoyelle, Thanh-An Pham, Pol del Aguila Pla, Daniel Sage, Michael Unser
Optimal-Transport-Based Metric For SMLM. ISBI (2021)
Thanh-An Pham, Emmanuel Soubies, Ferréol Soulez, Michael Unser
Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical Feasibility. ISBI (2021)
Fangshu Yang, Thanh-An Pham, Nathalie Brandenberg, Matthias P. Lütolf, Jianwei Ma, Michael Unser
Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging. CoRR (2020)
Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, JooWon Lim, Demetri Psaltis, Michael Unser
Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model. IEEE Trans. Computational Imaging 6 (2020)
Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, Demetri Psaltis, Michael Unser
Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography. ISBI (2020)
Quentin Denoyelle, Thanh-An Pham, Pol del Aguila Pla, Daniel Sage, Michael Unser
Optimal transport-based metric for SMLM. CoRR (2020)
Thanh-An Pham, Emmanuel Soubies, Daniel Sage, Michael Unser
Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization Microscopy. ISBI (2019)
Emmanuel Soubies, Ferréol Soulez, Michael T. McCann, Thanh-An Pham, Laurène Donati, Thomas Debarre, Daniel Sage, Michael Unser
Pocket Guide to Solve Inverse Problems with GlobalBioIm. CoRR (2018)
Thanh-An Pham, Emmanuel Soubies, JooWon Lim, Alexandre Goy, Ferréol Soulez, Demetri Psaltis, Michael Unser
Phaseless diffraction tomography with regularized beam propagation. ISBI (2018)
Emmanuel Soubies, Thanh-An Pham, Michael Unser
Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography. CoRR (2017)