Neurology | Radiology DF-QSM: Data Fidelity based Hybrid Approach for Improved Quantitative Susceptibility Mapping of the Brain. April 22, 2024
Neurology | Radiology Spinet-QSM: model-based deep learning with schatten p-norm regularization for improved quantitative susceptibility mapping. April 10, 2024
Neurology | Orthopedics | Radiology | Surgery Transformer-based Automated Segmentation of the Median Nerve in Ultrasound Videos of Wrist-to-Elbow Region. November 6, 2023
Neurology | Radiology Fully automated sinogram-based deep learning model for detection and classification of intracranial hemorrhage. September 13, 2023
Digital Rock Physics | Geology | Petrophysics Siamese-SR: A Siamese Super-Resolution model for boosting resolution of Digital Rock images for improved petrophysical property estimation. May 9, 2022
Emergency Medicine | Infectious Diseases | Radiology Mini-COVIDNet: Efficient Light Weight Deep Neural Network for Ultrasound based Point-of-Care Detection of COVID-19. March 23, 2021
Ophthalmology | Radiology SiameseGAN: A Generative Model for Denoising of Spectral Domain Optical Coherence Tomography Images. September 14, 2020
Radiology Comparison of iterative parametric and indirect deep learning-based reconstruction methods in highly undersampled DCE-MR Imaging of the breast. August 11, 2020
Biomedical imaging | Radiology Deep Neural Network Based Sinogram Super-resolution and Bandwidth Enhancement for Limited-data Photoacoustic Tomography. March 6, 2020