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Yixiang Deng
Yixiang Deng
Ragon Institute of Mass General, MIT and Harvard; MIT Biological Engineering
Adresse e-mail validée de mgh.harvard.edu - Page d'accueil
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Deep transfer learning and data augmentation improve glucose levels prediction in type 2 diabetes patients
Y Deng, L Lu, L Aponte, AM Angelidi, V Novak, GE Karniadakis, ...
NPJ Digital Medicine 4 (1), 109, 2021
642021
Integrating blood cell mechanics, platelet adhesive dynamics and coagulation cascade for modelling thrombus formation in normal and diabetic blood
A Yazdani, Y Deng, H Li, E Javadi, Z Li, S Jamali, C Lin, JD Humphrey, ...
Journal of the Royal Society Interface 18 (175), 20200834, 2021
502021
Quantifying fibrinogen-dependent aggregation of red blood cells in type 2 diabetes mellitus
Y Deng, DP Papageorgiou, X Li, N Perakakis, CS Mantzoros, M Dao, ...
Biophysical journal 119 (5), 900-912, 2020
402020
Quantifying shear-induced deformation and detachment of individual adherent sickle red blood cells
Y Deng, DP Papageorgiou, HY Chang, SZ Abidi, X Li, M Dao, ...
Biophysical journal 116 (2), 360-371, 2019
352019
In silico biophysics and hemorheology of blood hyperviscosity syndrome
E Javadi, Y Deng, GE Karniadakis, S Jamali
Biophysical Journal 120 (13), 2723-2733, 2021
192021
Synergistic integration of laboratory and numerical approaches in studies of the biomechanics of diseased red blood cells
H Li, DP Papageorgiou, HY Chang, L Lu, J Yang, Y Deng
Biosensors 8 (3), 76, 2018
192018
Multiphysics and multiscale modeling of microthrombosis in COVID-19
H Li, Y Deng, Z Li, A Dorken Gallastegi, CS Mantzoros, GH Frydman, ...
PLOS Computational Biology 18 (3), e1009892, 2022
162022
Computational investigation of blood cell transport in retinal microaneurysms
H Li, Y Deng, K Sampani, S Cai, Z Li, JK Sun, GE Karniadakis
PLoS Computational Biology 18 (1), e1009728, 2022
162022
Hybrid immunity expands the functional humoral footprint of both mRNA and vector-based SARS-CoV-2 vaccines
P Kaplonek, Y Deng, JSL Lee, HJ Zar, D Zavadska, M Johnson, ...
Cell Reports Medicine 4 (5), 2023
132023
Liver biopsy-based validation, confirmation and comparison of the diagnostic performance of established and novel non-invasive steatotic liver disease indexes: Results from a …
M Kouvari, L Valenzuela-Vallejo, V Guatibonza-Garcia, SA Polyzos, ...
Metabolism 147, 155666, 2023
122023
AOSLO-net: a deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscopy images
Q Zhang, K Sampani, M Xu, S Cai, Y Deng, H Li, JK Sun, GE Karniadakis
Translational Vision Science & Technology 11 (8), 7-7, 2022
122022
Multifidelity data fusion via gradient-enhanced Gaussian process regression
Y Deng, G Lin, X Yang
Communications in Computational Physics 28 (5), 1812-1837, 2020
102020
Neurologic sequelae of COVID-19 are determined by immunologic imprinting from previous coronaviruses
M Spatola, N Nziza, W Jung, Y Deng, D Yuan, A Dinoto, S Bozzetti, ...
Brain 146 (10), 4292-4305, 2023
72023
Recent advances in computational modeling of biomechanics and biorheology of red blood cells in diabetes
YX Deng, HY Chang, H Li
Biomimetics 7 (1), 15, 2022
72022
Understanding the twisted structure of amyloid fibrils via molecular simulations
L Lu, Y Deng, X Li, H Li, GE Karniadakis
The Journal of Physical Chemistry B 122 (49), 11302-11310, 2018
62018
Beta-spike-containing boosters induce robust and functional antibody responses to SARS-CoV-2 in macaques primed with distinct vaccines
Y Deng, C Atyeo, D Yuan, TM Chicz, T Tibbitts, M Gorman, S Taylor, ...
Cell Reports 42 (11), 2023
42023
Deep learning for few-shot white blood cell image classification and feature learning
Y Deng, H Li
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2023
32023
Patient-specific deep offline artificial pancreas for blood glucose regulation in type 1 diabetes
Y Deng, K Arao, CS Mantzoros, GE Karniadakis
bioRxiv, 2022.10. 21.513303, 2022
32022
Humoral profiles of toddlers and young children following SARS-CoV-2 mRNA vaccination
N Nziza, Y Deng, L Wood, N Dhanoa, N Dulit-Greenberg, T Chen, ...
Nature Communications 15 (1), 905, 2024
22024
Distinct Functional Humoral Immune Responses Are Induced after Live Attenuated and Inactivated Seasonal Influenza Vaccination
X Tong, Y Deng, D Cizmeci, L Fontana, MA Carlock, HB Hanley, ...
The Journal of Immunology 212 (1), 24-34, 2024
22024
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