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Yixue Feng
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Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment
Y Feng, M Kim, X Yao, K Liu, Q Long, L Shen, ...
BMC bioinformatics 23 (Suppl 3), 402, 2022
72022
Enabling Smartphone-based Estimation of Heart Rate
N Homdee, M Boukhechba, YW Feng, N Kramer, J Lach, LE Barnes
arXiv preprint arXiv:1912.08910, 2019
52019
Learning optimal white matter tract representations from tractography using a deep generative model for population analyses
Y Feng, BQ Chandio, T Chattopadhyay, SI Thomopoulos, ...
18th International Symposium on Medical Information Processing and Analysis …, 2023
42023
Deep multiview learning to identify population structure with multimodal imaging
Y Feng, M Kim, X Yao, K Liu, Q Long, L Shen
2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020
32020
Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting
Y Feng, BQ Chandio, SI Thomopoulos, T Chattopadhyay, PM Thompson
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
22023
Brain age analysis and dementia classification using convolutional neural networks trained on diffusion mri: Tests in indian and north american cohorts
T Chattopadhyay, NA Joshy, SS Ozarkar, K Buwa, Y Feng, E Laltoo, ...
bioRxiv, 2024.02. 04.578829, 2024
12024
Deep Normative Tractometry for identifying joint white matter Macro-and Micro-structural abnormalities in Alzheimer’s Disease
Y Feng, BQ Chandio, JE Villalon-Reina, S Benavidez, T Chattopadhyay, ...
bioRxiv, 2024
12024
Bundle Analytics based Data Harmonization for Multi-Site Diffusion MRI Tractometry
BQ Chandio, JE Villalon-Reina, TM Nir, SI Thomopoulos, Y Feng, ...
bioRxiv, 2024.02. 03.578764, 2024
12024
BundleCleaner: Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography Data
Y Feng, BQ Chandio, JE Villalón-Reina, SI Thomopoulos, H Joshi, G Nair, ...
International Workshop on Computational Diffusion MRI, 152-164, 2023
12023
Deep generative model for learning tractography streamline embeddings based on convolutional variational autoencoder
Y Feng, BQ Chandio, T Chattopadhyay, SI Thomopoulos, ...
International Society for Magnetic Resonance Imaging (ISMRM), 2022
12022
9. Normative Modeling of Diffusion Tensor Imaging Metrics of White Matter Microstructure in 52,719 Subjects
J Villalón-Reina, A Zhu, S Thomopoulos, L Kushan, E Laltoo, Y Feng, ...
Biological Psychiatry 95 (10), S77-S78, 2024
2024
Microstructural Mapping of Neural Pathways in Alzheimer’s Disease using Macrostructure-Informed Normative Tractometry
Y Feng, BQ Chandio, JE Villalon-Reina, SI Thomopoulos, TM Nir, ...
bioRxiv, 2024
2024
Evaluating MedDRA-to-ICD terminology mappings
X Zhang, Y Feng, F Li, J Ding, D Tahseen, E Hinojosa, Y Chen, C Tao
BMC Medical Informatics and Decision Making 23 (Suppl 4), 299, 2024
2024
Learning Streamline Embeddings with Variational Autoencoder for Intersubject Bundle Comparison in Alzheimer’s Disease
Y Feng, BQ Chandio, T Chattopadhyay, SI Thomopoulos, ...
Alzheimer's & Dementia 18, e066204, 2022
2022
Identifying multimodal imaging‐driven subtypes in mild cognitive impairment using deep multiview learning
Y Feng, M Kim, K Liu, AJ Saykin, JH Moore, Q Long, L Shen
Alzheimer's & Dementia 17, e052718, 2021
2021
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Articles 1–15