Mehran Pesteie

18 papers Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
Machine Learning Applications in Spine Biomechanics.
CoRR
Farshid Ghezelbash, Amir Hossein Eskandari, Xavier Robert-Lachaine, Frank Cao, Mehran Pesteie, Zhuohua Qiao, Aboulfazl Shirazi-Adl, Christian Larivière
2022 J jnl
Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures.
BMC Bioinform.
Emily Kaczmarek, Jina Nanayakkara, Alireza Sedghi, Mehran Pesteie, Thomas Tuschl, Neil Renwick, Parvin Mousavi
2020 J jnl
Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study.
Int. J. Comput. Assist. Radiol. Surg.
Golara Javadi, Samareh Samadi, Sharareh Bayat, Mehran Pesteie, Mohammad H. Jafari, Samira Sojoudi, Claudia Kesch, Antonio Hurtado, Silvia D. Chang, Parvin Mousavi, Peter C. Black, Purang Abolmaesumi
2019 J jnl
Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders.
IEEE Trans. Medical Imaging
Mehran Pesteie, Purang Abolmaesumi, Robert N. Rohling
2019 J jnl
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies.
Int. J. Comput. Assist. Radiol. Surg.
Alireza Sedghi, Mehran Pesteie, Golara Javadi, Shekoofeh Azizi, Pingkun Yan, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Robert Rohling, Purang Abolmaesumi, Parvin Mousavi
2019 — conf
Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN.
MICCAI (5)
Mohammad H. Jafari, Zhibin Liao, Hany Girgis, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi
2019 — conf
Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior.
ISBI
Mohammad H. Jafari, Hany Girgis, Amir H. Abdi, Zhibin Liao, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi
2019 J jnl
Variational Mandible Shape Completion for Virtual Surgical Planning.
CoRR
Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels
2019 — conf
Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery.
MICCAI (5)
Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels
2018 J jnl
Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections.
IEEE Trans. Medical Imaging
Mehran Pesteie, Victoria A. Lessoway, Purang Abolmaesumi, Robert N. Rohling
2018 — conf
Deep Neural Maps.
ICLR (Workshop)
Mehran Pesteie, Purang Abolmaesumi, Robert Rohling
2018 J jnl
Deep Neural Maps.
CoRR
Mehran Pesteie, Purang Abolmaesumi, Robert Rohling
2018 — conf
Multiparametric QUS Analysis for Placental Tissue Characterization.
EMBC
Farah Deeba, Manyou Ma, Mehran Pesteie, Jefferson Terry, Denise Pugash, Jennifer A. Hutcheon, Chantal Mayer, Septimiu E. Salcudean, Robert Rohling
2017 — conf
DeepInfer: open-source deep learning deployment toolkit for image-guided therapy.
Image-Guided Procedures
Alireza Mehrtash, Mehran Pesteie, Jorden Hetherington, Peter A. Behringer, Tina Kapur, William M. Wells III, Robert Rohling, Andriy Fedorov, Purang Abolmaesumi
2017 — conf
Identification and tracking of vertebrae in ultrasound using deep networks with unsupervised feature learning.
Image-Guided Procedures
Jorden Hetherington, Mehran Pesteie, Victoria A. Lessoway, Purang Abolmaesumi, Robert N. Rohling
2017 — conf
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation.
MICCAI (3)
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, Bram Platel, William M. Wells III
2017 J jnl
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation.
CoRR
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, Bram Platel, William M. Wells III
2015 J jnl
Real-time ultrasound image classification for spine anesthesia using local directional Hadamard features.
Int. J. Comput. Assist. Radiol. Surg.
Mehran Pesteie, Purang Abolmaesumi, Hussam Al-Deen Ashab, Victoria A. Lessoway, Simon Massey, Vit Gunka, Robert N. Rohling