Real-time ultrasound image classification for spine anesthesia using local directional Hadamard features. - Mehran Pesteie; Purang Abolmaesumi; Hussam Al-Deen Ashab; Victoria A. Lessoway; Simon Massey; Vit Gunka; Robert N. Rohling (Int. J. Comput. Assist. Radiol. Surg., 2015)

Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. - Mohsen Ghafoorian; Alireza Mehrtash; Tina Kapur; Nico Karssemeijer; Elena Marchiori; Mehran Pesteie; Charles R. G. Guttmann; Frank-Erik de Leeuw; Clare M. Tempany; Bram van Ginneken; Andriy Fedorov; Purang Abolmaesumi; et al. (MICCAI (3), 2017)

Identification and tracking of vertebrae in ultrasound using deep networks with unsupervised feature learning. - Jorden Hetherington; Mehran Pesteie; Victoria A. Lessoway; Purang Abolmaesumi; Robert N. Rohling (Image-Guided Procedures, 2017)

DeepInfer: open-source deep learning deployment toolkit for image-guided therapy. - Alireza Mehrtash; Mehran Pesteie; Jorden Hetherington; Peter A. Behringer; Tina Kapur; William M. Wells III; Robert Rohling; Andriy Fedorov; Purang Abolmaesumi (Image-Guided Procedures, 2017)

Multiparametric QUS Analysis for Placental Tissue Characterization. - Farah Deeba; Manyou Ma; Mehran Pesteie; Jefferson Terry; Denise Pugash; Jennifer A. Hutcheon; Chantal Mayer; Septimiu E. Salcudean; Robert Rohling (EMBC, 2018)

Deep Neural Maps. - Mehran Pesteie; Purang Abolmaesumi; Robert Rohling (ICLR (Workshop), 2018)

Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections. - Mehran Pesteie; Victoria A. Lessoway; Purang Abolmaesumi; Robert N. Rohling (IEEE Trans. Medical Imaging, 2018)

Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior. - Mohammad H. Jafari 001; Hany Girgis; Amir H. Abdi; Zhibin Liao; Mehran Pesteie; Robert Rohling; Ken Gin; Terasa Tsang; Purang Abolmaesumi (ISBI, 2019)

Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery. - Amir H. Abdi; Mehran Pesteie; Eitan Prisman; Purang Abolmaesumi; Sidney S. Fels (MICCAI (5), 2019)

Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN. - Mohammad H. Jafari 001; Zhibin Liao; Hany Girgis; Mehran Pesteie; Robert Rohling; Ken Gin; Terasa Tsang; Purang Abolmaesumi (MICCAI (5), 2019)

Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies. - Alireza Sedghi; Mehran Pesteie; Golara Javadi; Shekoofeh Azizi; Pingkun Yan; Jin Tae Kwak; Sheng Xu 001; Baris Turkbey; Peter L. Choyke; Peter A. Pinto; Bradford J. Wood; Robert Rohling; et al. (Int. J. Comput. Assist. Radiol. Surg., 2019)

Variational Mandible Shape Completion for Virtual Surgical Planning. - Amir H. Abdi; Mehran Pesteie; Eitan Prisman; Purang Abolmaesumi; Sidney S. Fels (CoRR, 2019)

Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders. - Mehran Pesteie; Purang Abolmaesumi; Robert N. Rohling (IEEE Trans. Medical Imaging, 2019)

Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study. - Golara Javadi; Samareh Samadi; Sharareh Bayat; Mehran Pesteie; Mohammad H. Jafari 001; Samira Sojoudi; Claudia Kesch; Antonio Hurtado; Silvia D. Chang; Parvin Mousavi; Peter C. Black; Purang Abolmaesumi (Int. J. Comput. Assist. Radiol. Surg., 2020)

Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures. - Emily Kaczmarek; Jina Nanayakkara; Alireza Sedghi; Mehran Pesteie; Thomas Tuschl; Neil Renwick; Parvin Mousavi (BMC Bioinform., 2022)

Machine Learning Applications in Spine Biomechanics. - Farshid Ghezelbash; Amir Hossein Eskandari; Xavier Robert-Lachaine; Frank Cao; Mehran Pesteie; Zhuohua Qiao; Aboulfazl Shirazi-Adl; Christian Larivière (CoRR, 2024)