Assad Oberai
University of Southern California
H-index: 37
North America-United States
Top articles of Assad Oberai
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Radiomics and Artificial Intelligence: Renal Cell Carcinoma | Alex G Raman David Fisher Felix Yap Assad Oberai Vinay A Duddalwar | 2024/2/1 | |
Variationally mimetic operator networks | Computer Methods in Applied Mechanics and Engineering | Dhruv Patel Deep Ray Michael RA Abdelmalik Thomas JR Hughes Assad A Oberai | 2024/2/1 |
Conditional generative learning for medical image imputation | Scientific Reports | Ragheb Raad Deep Ray Bino Varghese Darryl Hwang Inderbir Gill | 2024/1/2 |
Tumor spheroid elasticity estimation using mechano-microscopy combined with a conditional generative adversarial network | bioRxiv | Ken Y Foo Bryan Shaddy Javier Murgoitio-Esandi Matt S Hepburn Jiayue Li | 2024 |
Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts | Artificial Intelligence for the Earth Systems | Bryan Shaddy Deep Ray Angel Farguell Valentina Calaza Jan Mandel | 2024/4/23 |
Session 3: A Deep Learning Strategy for Solving Physics-based Bayesian Inference Problems | Deep Ray Assad Oberai Javier Murgoitio-Esandi Agnimitra Dasgupta | 2024 | |
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows | Computer Methods in Applied Mechanics and Engineering | Agnimitra Dasgupta Dhruv V Patel Deep Ray Erik A Johnson Assad A Oberai | 2024/2/15 |
A mechanistic model of aqueous humor flow to study effects of angle closure on intraocular pressure. Transl Vis Sci Technol. 2023; 12 (1): 16 | Translational Vision Science & Technology | Javier Murgoitio-Esandi Benjamin Y Xu Brian J Song Qifa Zhou Assad A Oberai | 2023/1/3 |
Stretchable ultrasonic arrays for the three-dimensional mapping of the modulus of deep tissue | Nature Biomedical Engineering | Hongjie Hu Yuxiang Ma Xiaoxiang Gao Dawei Song Mohan Li | 2023/10 |
Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty | Computer Methods in Applied Mechanics and Engineering | Deep Ray Javier Murgoitio-Esandi Agnimitra Dasgupta Assad A Oberai | 2023/12/15 |
Deep learning and computational physics (lecture notes) | arXiv preprint arXiv:2301.00942 | Deep Ray Orazio Pinti Assad A Oberai | 2023/1/3 |
A Force-Matched Approach to Large-Strain Nonlinearity in Elasticity Imaging for Breast Lesion Characterization | IEEE Transactions on Biomedical Engineering | David P Rosen Rohit Nayak Yuqi Wang Daniel Gendin Nicholas B Larson | 2023/8/17 |
Impurity gas monitoring using ultrasonic sensing and neural networks: forward and inverse problems | Measurement | Bozhou Zhuang Bora Gencturk Assad Oberai Harisankar Ramaswamy Ryan Meyer | 2023/12/1 |
Deep learning image segmentation approaches for malignant bone lesions: a systematic review and meta-analysis | Joseph M Rich Lokesh N Bhardwaj Aman Shah Krish Gangal Mohitha S Rapaka | 2023 | |
Development and experimental verification of an active noise cancellation (ANC) method for non-invasive sensing | Mechanical Systems and Signal Processing | Bozhou Zhuang Bora Gencturk Iman Asareh Assad Oberai Harisankar Ramaswamy | 2023/8/1 |
Conditional score-based generative models for solving physics-based inverse problems | Agnimitra Dasgupta Javier Murgoitio-Esandi Deep Ray Assad Oberai | 2023/11/3 | |
PRISMA AI reporting guidelines for systematic reviews and meta-analyses on AI in healthcare | Nature medicine | Giovanni E Cacciamani Timothy N Chu Daniel I Sanford Andre Abreu Vinay Duddalwar | 2023/1 |
MP56-19 MACHINE LEARNING FRAMEWORK-BASED PROGNOSTIC CLASSIFIER FOR PREDICTING RECURRENCE-FREE SURVIVAL IN PATIENTS UNDERGOING RADICAL CYSTECTOMY FOR UROTHELIAL BLADDER CANCER | The Journal of Urology | Giovanni Cacciamani Yifan Xue Udu Durairaj Sidney Roberts Dhruv Patel | 2023/4 |
Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks | IEEE Transactions on Medical Imaging | Saeed Moazami Deep Ray Daniel Pelletier Assad A Oberai | 2023/10/26 |
A few-shot graph Laplacian-based approach for improving the accuracy of low-fidelity data | arXiv preprint arXiv:2304.04862 | Orazio Pinti Assad A Oberai | 2023/3/29 |
