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Chonghua Xue
Chonghua Xue
Verified email at bu.edu
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Year
Development and validation of an interpretable deep learning framework for Alzheimer’s disease classification
S Qiu, PS Joshi, MI Miller, C Xue, X Zhou, C Karjadi, GH Chang, AS Joshi, ...
Brain 143 (6), 1920-1933, 2020
3102020
Multimodal deep learning for Alzheimer’s disease dementia assessment
S Qiu, MI Miller, PS Joshi, JC Lee, C Xue, Y Ni, Y Wang, I De Anda-Duran, ...
Nature communications 13 (1), 3404, 2022
1302022
Enhancing magnetic resonance imaging-driven Alzheimer’s disease classification performance using generative adversarial learning
X Zhou, S Qiu, PS Joshi, C Xue, RJ Killiany, AZ Mian, SP Chin, R Au, ...
Alzheimer's research & therapy 13 (1), 1-11, 2021
552021
Detection of dementia on voice recordings using deep learning: a Framingham Heart Study
C Xue, C Karjadi, IC Paschalidis, R Au, VB Kolachalama
Alzheimer's research & therapy 13, 1-15, 2021
462021
Quantifying the nativeness of antibody sequences using long short-term memory networks
AM Wollacott, C Xue, Q Qin, J Hua, T Bohnuud, K Viswanathan, ...
Protein Engineering, Design and Selection 32 (7), 347-354, 2019
242019
Interpretable machine learning on metabolomics data reveals biomarkers for parkinson’s disease
JD Zhang, C Xue, VB Kolachalama, WA Donald
ACS Central Science 9 (5), 1035-1045, 2023
62023
Estimation of size and contact angle of evaporating sessile liquid drops using texture analysis
C Xue, JT Lott, VB Kolachalama
Langmuir 35 (10), 3672-3679, 2019
62019
Enhancing MR imaging driven Alzheimer’s disease classification performance using generative adversarial learning
X Zhou, S Qiu, PS Joshi, C Xue, RJ Killiany, A Mian, SP Chin, R Au, ...
medRxiv, 2020.07. 22.20159814, 2020
32020
Association of acoustic perturbation measures with dementia status: A Framingham Heart Study
C Xue, C Karjadi, MI Miller, C Cordella, R Au, VB Kolachalama
Alzheimer's & Dementia 19, e068367, 2023
12023
AI-based differential diagnosis of dementia etiologies on multimodal data
C Xue, SS Kowshik, D Lteif, S Puducheri, VH Jasodanand, OT Zhou, ...
Nature Medicine, 1-13, 2024
2024
Fusion of Low-Level Descriptors of Digital Voice Recordings for Dementia Assessment
C Karjadi, C Xue, C Cordella, S Kiran, IC Paschalidis, R Au, ...
Journal of Alzheimer's Disease, 1-8, 2023
2023
Development and validation of a deep learning framework for Alzheimer’s disease classification
VB Kolachalama, S Qiu, PS Joshi, MI Miller, C Xue, C Karjadi, GH Chang, ...
bioRxiv, 832519, 2019
2019
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