| Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics T He, R Kong, AJ Holmes, M Nguyen, MR Sabuncu, SB Eickhoff, D Bzdok, ... NeuroImage 206, 116276, 2020 | 244 | 2020 |
| Predicting Alzheimer's disease progression using deep recurrent neural networks M Nguyen, T He, L An, DC Alexander, J Feng, BTT Yeo, ... NeuroImage 222, 117203, 2020 | 180 | 2020 |
| The alzheimer's disease prediction of longitudinal evolution (TADPOLE) challenge: Results after 1 year follow-up RV Marinescu, NP Oxtoby, AL Young, EE Bron, AW Toga, MW Weiner, ... arXiv preprint arXiv:2002.03419, 2020 | 64 | 2020 |
| Modeling Alzheimer’s disease progression using deep recurrent neural networks M Nguyen, N Sun, DC Alexander, J Feng, BTT Yeo 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2018 | 63 | 2018 |
| Gunrock 2.0: A user adaptive social conversational system K Liang, A Chau, Y Li, X Lu, D Yu, M Zhou, I Jain, S Davidson, J Arnold, ... arXiv preprint arXiv:2011.08906, 2020 | 33 | 2020 |
| Beyond consensus: embracing heterogeneity in curated neuroimaging meta-analysis GH Ngo, SB Eickhoff, M Nguyen, G Sevinc, PT Fox, RN Spreng, BTT Yeo Neuroimage 200, 142-158, 2019 | 23 | 2019 |
| Domain-shift conditioning using adaptable filtering via hierarchical embeddings for robust Chinese spell check M Nguyen, GH Ngo, NF Chen IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 2027-2036, 2021 | 21* | 2021 |
| Hierarchical character embeddings: Learning phonological and semantic representations in languages of logographic origin using recursive neural networks M Nguyen, GH Ngo, NF Chen IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 461-473, 2019 | 21 | 2019 |
| Do deep neural networks outperform kernel regression for functional connectivity prediction of behavior T He, R Kong, A Holmes, M Nguyen, M Sabuncu, SB Eickhoff, D Bzdok, ... BioRxiv, 473603, 2018 | 19 | 2018 |
| Phonology-augmented statistical transliteration for low-resource languages. HG Ngo, NF Chen, BM Nguyen, B Ma, H Li Interspeech, 3670-3674, 2015 | 17 | 2015 |
| Phonology-augmented statistical framework for machine transliteration using limited linguistic resources GH Ngo, M Nguyen, NF Chen IEEE/ACM Transactions on Audio, Speech, and Language Processing 27 (1), 199-211, 2018 | 14 | 2018 |
| A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries GH Ngo, M Nguyen, NF Chen, MR Sabuncu Medical image analysis 81, 102540, 2022 | 8 | 2022 |
| Multimodal neural pronunciation modeling for spoken languages with logographic origin M Nguyen, GH Ngo, NF Chen arXiv preprint arXiv:1809.04203, 2018 | 8 | 2018 |
| Statistical machine transliteration baselines for news 2018 S Singhania, M Nguyen, GH Ngo, N Chen Proceedings of the Seventh Named Entities Workshop, 74-78, 2018 | 7 | 2018 |
| Regulating orthography-phonology relationship for english to thai transliteration BM Nguyen, HG Ngo, N Chen Proceedings of the Sixth Named Entity Workshop, 83-87, 2016 | 6 | 2016 |
| Text2brain: Synthesis of brain activation maps from free-form text query GH Ngo, M Nguyen, NF Chen, MR Sabuncu Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 5 | 2021 |
| Improving Named Entity Recognition in Spoken Dialog Systems by Context and Speech Pattern Modeling M Nguyen, Z Yu | 5 | 2021 |
| The Alzheimer’s disease prediction of longitudinal evolution (TADPOLE) challenge: results after 1 year follow-up RV Marinescu, NP Oxtoby, AL Young, EE Bron, AW Toga, MW Weiner, ... ArXiv Preprint ArXiv, 2002 | 3 | 2002 |
| GLACIAL: Granger and Learning-based Causality Analysis for Longitudinal Imaging Studies M Nguyen, GH Ngo, MR Sabuncu Machine Learning for Biomedical Imaging 2 (November 2024 issue), 2223-2257, 2024 | 2* | 2024 |
| Zero-shot learning of individualized task contrast prediction from resting-state functional connectomes M Nguyen, GH Ngo, MR Sabuncu International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
Mert R. SabuncuCornell University, Cornell Tech, Weill Cornell MedicineEmail verificata su cornell.edu