Mehran Pesteie

Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders

Mehran Pesteie, Purang Abolmaesumi, Robert Rohling · IEEE Transactions on Medical Imaging · 2019 · 97 citations

Engineering, Machine Learning, Autoencoders +19

Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections

Mehran Pesteie, Victoria A. Lessoway, Purang Abolmaesumi et al. · IEEE Transactions on Medical Imaging · 2017 · 71 citations

Medical Ultrasound, Engineering, Machine Learning +20

DeepInfer: open-source deep learning deployment toolkit for image-guided therapy

Alireza Mehrtash, Mehran Pesteie, Jorden Hetherington et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2017 · 41 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +21

Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior

Mohammad H. Jafari, Hany Girgis, Amir H. Abdi et al. · 2019 · 29 citations

Engineering, Machine Learning, Accurate Segmentation +19

SWAVE Imaging of Placental Elasticity and Viscosity: Proof of Concept

Jeffrey M. Abeysekera, Manyou Ma, Mehran Pesteie et al. · Ultrasound in Medicine & Biology · 2017 · 26 citations

Embryology, Medical Ultrasound, Engineering +13