Solution of physics-based Bayesian inverse problems with deep generative priors
Patel, Dhruv V., Ray, Deep, Oberai, Assad A.
Published in Computer methods in applied mechanics and engineering (01.10.2022)
Published in Computer methods in applied mechanics and engineering (01.10.2022)
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Journal Article
Multipoint-Emitting Optical Fibers for Spatially Addressable In Vivo Optogenetics
Pisanello, Ferruccio, Sileo, Leonardo, Oldenburg, Ian A., Pisanello, Marco, Martiradonna, Luigi, Assad, John A., Sabatini, Bernardo L., De Vittorio, Massimo
Published in Neuron (Cambridge, Mass.) (18.06.2014)
Published in Neuron (Cambridge, Mass.) (18.06.2014)
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Journal Article
Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks
Moazami, Saeed, Ray, Deep, Pelletier, Daniel, Oberai, Assad A.
Published in IEEE transactions on medical imaging (01.03.2024)
Published in IEEE transactions on medical imaging (01.03.2024)
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Journal Article
Machine learning based predictors for COVID-19 disease severity
Patel, Dhruv, Kher, Vikram, Desai, Bhushan, Lei, Xiaomeng, Cen, Steven, Nanda, Neha, Gholamrezanezhad, Ali, Duddalwar, Vinay, Varghese, Bino, Oberai, Assad A
Published in Scientific reports (25.02.2021)
Published in Scientific reports (25.02.2021)
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Journal Article
Recovery of cellular traction in three-dimensional nonlinear hyperelastic matrices
Dong, Li, Oberai, Assad A.
Published in Computer methods in applied mechanics and engineering (01.02.2017)
Published in Computer methods in applied mechanics and engineering (01.02.2017)
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Journal Article
Circumventing the solution of inverse problems in mechanics through deep learning: Application to elasticity imaging
Patel, Dhruv, Tibrewala, Raghav, Vega, Adriana, Dong, Li, Hugenberg, Nicholas, Oberai, Assad A.
Published in Computer methods in applied mechanics and engineering (15.08.2019)
Published in Computer methods in applied mechanics and engineering (15.08.2019)
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Journal Article
A comprehensive spatial-temporal infection model
Ramaswamy, Harisankar, Oberai, Assad A., Yortsos, Yannis C.
Published in Chemical engineering science (06.04.2021)
Published in Chemical engineering science (06.04.2021)
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Journal Article
Three-dimensional traction microscopy with a fiber-based constitutive model
Song, Dawei, Hugenberg, Nicholas, Oberai, Assad A.
Published in Computer methods in applied mechanics and engineering (01.12.2019)
Published in Computer methods in applied mechanics and engineering (01.12.2019)
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Journal Article
Conditional generative learning for medical image imputation
Raad, Ragheb, Ray, Deep, Varghese, Bino, Hwang, Darryl, Gill, Inderbir, Duddalwar, Vinay, Oberai, Assad A.
Published in Scientific reports (02.01.2024)
Published in Scientific reports (02.01.2024)
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Journal Article