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\n  \n 2025\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n FDG-PET-based Brain Network Analysis: A Brief Review of Metabolic Connectivity.\n \n \n \n\n\n \n Tuan, P. M.; Adel, M.; Trung, N. L.; Horowitz, T.; Parlak, I. B.; and Guedj, E.\n\n\n \n\n\n\n EJNMMI Reports, 9(1): 4. January 2025.\n \n\n\n\n
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@article{2025Tuan,\n  title = {{{FDG-PET-based}} Brain Network Analysis: A Brief Review of Metabolic Connectivity},\n  author = {Tuan, Pham Minh and Adel, Mouloud and Trung, Nguyen Linh and Horowitz, Tatiana and Parlak, Ismail Burak and Guedj, Eric},\n  year = {2025},\n  month = jan,\n  journal = {EJNMMI Reports},\n  volume = {9},\n  number = {1},\n  pages = {4},\n  issn = {3005-074X},\n  doi = {10.1186/s41824-024-00232-6},\n  urldate = {2025-01-28}\n}\n\n
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\n \n\n \n \n \n \n \n Does Brain Network Construction Choice Matter? An Empirical Study of Individual Networks from Static FDG-PET for Alzheimer's Diagnosis.\n \n \n \n\n\n \n Tuan, P. M.; Wojak, J.; Adel, M.; Parlak, I. B.; Trung, N. L.; and Guedj, E.\n\n\n \n\n\n\n In 2025 Fourteenth International Conference on Image Processing, Theory, Tools & Applications (IPTA), pages 1–6, Istanbul, Turkiye, October 2025. IEEE\n \n\n\n\n
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@inproceedings{2025Tuan_ipta,\n  title = {Does {{Brain Network Construction Choice Matter}}? An {{Empirical Study}} of {{Individual Networks}} from {{Static FDG-PET}} for {{Alzheimer}}'s {{Diagnosis}}},\n  booktitle = {2025 {{Fourteenth International Conference}} on {{Image Processing}}, {{Theory}}, {{Tools}} \\&amp; {{Applications}} ({{IPTA}})},\n  author = {Tuan, Pham Minh and Wojak, Julien and Adel, Mouloud and Parlak, Ismail Burak and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2025},\n  month = oct,\n  pages = {1--6},\n  publisher = {IEEE},\n  address = {Istanbul, Turkiye},\n  doi = {10.1109/IPTA66025.2025.11222050},\n  urldate = {2025-11-14},\n  copyright = {https://doi.org/10.15223/policy-029},\n  isbn = {978-1-66545-739-2}\n}\n\n
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\n \n\n \n \n \n \n \n Comparative Evaluation of Graph Construction Methods for Individual Brain Metabolic Network from FDG-PET Images: An ADNI Study in Healthy Subjects.\n \n \n \n\n\n \n Tuan, P. M.; Horowitz, T.; Adel, M.; Wojak, J.; Trung, N. L.; and Guedj, E.\n\n\n \n\n\n\n European Journal of Nuclear Medicine and Molecular Imaging. August 2025.\n \n\n\n\n
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@article{2025Tuanb,\n  title = {Comparative Evaluation of Graph Construction Methods for Individual Brain Metabolic Network from {{FDG-PET}} Images: An {{ADNI}} Study in Healthy Subjects},\n  author = {Tuan, Pham Minh and Horowitz, Tatiana and Adel, Mouloud and Wojak, Julien and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2025},\n  month = aug,\n  journal = {European Journal of Nuclear Medicine and Molecular Imaging},\n  issn = {1619-7070, 1619-7089},\n  doi = {10.1007/s00259-025-07462-1},\n  urldate = {2025-11-28}\n}\n
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\n  \n 2024\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n Wasserstein-Based Distance for Constructing Multi-Scale Individual Brain Networks from FDG-PET Images: Application to Alzheimer's Disease Diagnosis.\n \n \n \n\n\n \n Pham, M. T.; Mouloud, A.; Eric, G.; and Nguyen, L. T.\n\n\n \n\n\n\n In EUSIPCO 2024 European Signal Processing Conference, 2024. \n \n\n\n\n
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@inproceedings{2024Phamwasserstein,\n  title = {Wasserstein-Based Distance for Constructing Multi-Scale Individual Brain Networks from {{FDG-PET Images}}: {{Application}} to {{Alzheimer}}'s {{Disease}} Diagnosis},\n  booktitle = {{{EUSIPCO}} 2024 {{European Signal Processing Conference}}},\n  author = {Pham, Minh Tuan and Mouloud, Adel and Eric, Guedj and Nguyen, Linh Trung},\n  year = {2024}\n}\n\n
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\n \n\n \n \n \n \n \n Tensor Kernel Learning for Classification of Alzheimer's Conditions Using Multimodal Data.\n \n \n \n\n\n \n Thanh, V. D.; Trung Le, T.; Tuan, P. M.; Linh Trung, N.; Abed-Meraim, K.; Adel, M.; Dung, N. V.; Thanh Trung, N.; Long, D. D.; and Chén, O. Y.\n\n\n \n\n\n\n In 2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), pages 1–6, Da Nang, Vietnam, August 2024. IEEE\n \n\n\n\n
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@inproceedings{2024Thanh,\n  title = {Tensor {{Kernel Learning}} for {{Classification}} of {{Alzheimer}}'s {{Conditions}} Using {{Multimodal Data}}},\n  booktitle = {2024 {{International Conference}} on {{Multimedia Analysis}} and {{Pattern Recognition}} ({{MAPR}})},\n  author = {Thanh, Vu Duy and Trung Le, Thanh and Tuan, Pham Minh and Linh Trung, Nguyen and {Abed-Meraim}, Karim and Adel, Mouloud and Dung, Nguyen Viet and Thanh Trung, Nguyen and Long, Dinh Doan and Ch{\\'e}n, Oliver Y.},\n  year = {2024},\n  month = aug,\n  pages = {1--6},\n  publisher = {IEEE},\n  address = {Da Nang, Vietnam},\n  doi = {10.1109/MAPR63514.2024.10661014},\n  urldate = {2025-11-28},\n  copyright = {https://doi.org/10.15223/policy-029},\n  isbn = {9798350368437}\n}\n\n
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\n \n\n \n \n \n \n \n Does Brain Atlas Choice Matter? An Empirical Study in Alzheimer's Diagnosis Using FDG-PET Images.\n \n \n \n\n\n \n Tuan, P. M.; Adel, M.; Trung, N. L.; and Guedj, E.\n\n\n \n\n\n\n In 2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pages 1–6, Macau, Macao, December 2024. IEEE\n \n\n\n\n
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@inproceedings{2024Tuan,\n  title = {Does {{Brain Atlas Choice Matter}}? {{An Empirical Study}} in {{Alzheimer}}'s {{Diagnosis Using FDG-PET Images}}},\n  booktitle = {2024 {{Asia Pacific Signal}} and {{Information Processing Association Annual Summit}} and {{Conference}} ({{APSIPA ASC}})},\n  author = {Tuan, Pham Minh and Adel, Mouloud and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2024},\n  month = dec,\n  pages = {1--6},\n  publisher = {IEEE},\n  address = {Macau, Macao},\n  doi = {10.1109/APSIPAASC63619.2025.10848822},\n  urldate = {2025-05-04},\n  copyright = {https://doi.org/10.15223/policy-029},\n  isbn = {9798350367331}\n}\n\n
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\n \n\n \n \n \n \n \n Enhancing Depression Diagnosis Using FDG-PET Images with HyperGraphs.\n \n \n \n\n\n \n Tuan, P. M.; Adel, M.; Trung, N. L.; and Guedj, E.\n\n\n \n\n\n\n In 2024 32nd European Signal Processing Conference (EUSIPCO), pages 1461–1465, Lyon, France, August 2024. IEEE\n \n\n\n\n
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@inproceedings{2024Tuanhypergraph,\n  title = {Enhancing {{Depression Diagnosis Using FDG-PET Images}} with {{HyperGraphs}}},\n  booktitle = {2024 32nd {{European Signal Processing Conference}} ({{EUSIPCO}})},\n  author = {Tuan, Pham Minh and Adel, Mouloud and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2024},\n  month = aug,\n  pages = {1461--1465},\n  publisher = {IEEE},\n  address = {Lyon, France},\n  doi = {10.23919/EUSIPCO63174.2024.10715015},\n  urldate = {2025-05-20},\n  copyright = {https://doi.org/10.15223/policy-029},\n  isbn = {978-94-6459-361-7}\n}\n\n
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\n  \n 2023\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n AutoEncoder-based Feature Ranking for Predicting Mild Cognitive Impairment Conversion Using FDG-PET Images.\n \n \n \n\n\n \n Tuan, P. M.; Trung, N. L.; Adel, M.; and Guedj, E.\n\n\n \n\n\n\n In 2023 IEEE Statistical Signal Processing Workshop (SSP), pages 720–724, Hanoi, Vietnam, July 2023. IEEE\n \n\n\n\n
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@inproceedings{2023Tuan,\n  title = {{{AutoEncoder-based Feature Ranking}} for {{Predicting Mild Cognitive Impairment Conversion}} Using {{FDG-PET Images}}},\n  booktitle = {2023 {{IEEE Statistical Signal Processing Workshop}} ({{SSP}})},\n  author = {Tuan, Pham Minh and Trung, Nguyen Linh and Adel, Mouloud and Guedj, Eric},\n  year = {2023},\n  month = jul,\n  pages = {720--724},\n  publisher = {IEEE},\n  address = {Hanoi, Vietnam},\n  doi = {10.1109/SSP53291.2023.10208072},\n  urldate = {2024-01-10},\n  isbn = {978-1-66545-245-8}\n}\n\n
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\n \n\n \n \n \n \n \n Dynamic Time Warping-based Distance for Constructing Individual Brain Networks from FDG-PET Images: Application to Alzheimer's Disease.\n \n \n \n\n\n \n Tuan, P. M.; Adel, M.; Trung, N. L.; and Guedji, E.\n\n\n \n\n\n\n In 2023 Twelfth International Conference on Image Processing Theory, Tools and Applications (IPTA), pages 1–5, Paris, France, October 2023. IEEE\n \n\n\n\n
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@inproceedings{2023Tuanb,\n  title = {Dynamic {{Time Warping-based}} Distance for Constructing Individual Brain Networks from {{FDG-PET Images}}: {{Application}} to {{Alzheimer}}'s {{Disease}}},\n  booktitle = {2023 {{Twelfth International Conference}} on {{Image Processing Theory}}, {{Tools}} and {{Applications}} ({{IPTA}})},\n  author = {Tuan, Pham Minh and Adel, Mouloud and Trung, Nguyen Linh and Guedji, Eric},\n  year = {2023},\n  month = oct,\n  pages = {1--5},\n  publisher = {IEEE},\n  address = {Paris, France},\n  doi = {10.1109/IPTA59101.2023.10320083},\n  urldate = {2024-01-10},\n  isbn = {9798350325416}\n}\n\n
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\n  \n 2022\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n C-Atlas: A Brain Mapping Based on FDG-PET Images for Alzheimer's Disease Diagnosis.\n \n \n \n\n\n \n Tuan, P. M.; Phan, T.; Adel, M.; Bourennane, S.; Trung, N. L.; and Guedj, E.\n\n\n \n\n\n\n In 2022 RIVF International Conference on Computing and Communication Technologies (RIVF), pages 150–155, Ho Chi Minh City, Vietnam, December 2022. IEEE\n \n\n\n\n
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@inproceedings{2022Tuan,\n  title = {C-{{Atlas}}: {{A Brain Mapping}} Based on {{FDG-PET Images}} for {{Alzheimer}}'s {{Disease Diagnosis}}},\n  booktitle = {2022 {{RIVF International Conference}} on {{Computing}} and {{Communication Technologies}} ({{RIVF}})},\n  author = {Tuan, Pham Minh and Phan, Trong-Le and Adel, Mouloud and Bourennane, Salah and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2022},\n  month = dec,\n  pages = {150--155},\n  publisher = {IEEE},\n  address = {Ho Chi Minh City, Vietnam},\n  doi = {10.1109/RIVF55975.2022.10013857},\n  urldate = {2024-01-10},\n  isbn = {978-1-66546-166-5}\n}\n\n
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\n  \n 2021\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n AutoEncoder-based Feature Ranking for Alzheimer Disease Classification Using PET Image.\n \n \n \n\n\n \n Tuan, P. M.; Phan, T.; Adel, M.; Guedj, E.; and Trung, N. L.\n\n\n \n\n\n\n Machine Learning with Applications, 6: 100184. December 2021.\n \n\n\n\n
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@article{2021Tuan,\n  title = {{{AutoEncoder-based}} Feature Ranking for {{Alzheimer Disease}} Classification Using {{PET}} Image},\n  author = {Tuan, Pham Minh and Phan, Trong-Le and Adel, Mouloud and Guedj, Eric and Trung, Nguyen Linh},\n  year = {2021},\n  month = dec,\n  journal = {Machine Learning with Applications},\n  volume = {6},\n  pages = {100184},\n  issn = {26668270},\n  doi = {10.1016/j.mlwa.2021.100184},\n  urldate = {2024-01-10}\n}\n\n
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