Mehran Pesteie

According to our database, Mehran Pesteie authored at least 16 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

2022

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

2020

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, Samira Sojoudi, Claudia Kesch, Antonio Hurtado, Silvia D. Chang, Parvin Mousavi, Peter C. Black, Purang Abolmaesumi

Int. J. Comput. Assist. Radiol. Surg., 2020

2019

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

Mehran Pesteie, Purang Abolmaesumi, Robert N. Rohling

IEEE Trans. Medical Imaging, 2019

Variational Mandible Shape Completion for Virtual Surgical Planning.

Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels

CoRR, 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, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Robert Rohling, Purang Abolmaesumi, Parvin Mousavi

Int. J. Comput. Assist. Radiol. Surg., 2019

Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN.

Mohammad H. Jafari, Zhibin Liao, Hany Girgis, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery.

Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

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

Mohammad H. Jafari, Hany Girgis, Amir H. Abdi, Zhibin Liao, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

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

Deep Neural Maps.

Mehran Pesteie, Purang Abolmaesumi, Robert Rohling

Proceedings of the 6th International Conference on Learning Representations, 2018

Multiparametric QUS Analysis for Placental Tissue Characterization.

Farah Deeba, Manyou Ma, Mehran Pesteie, Jefferson Terry, Denise Pugash, Jennifer A. Hutcheon, Chantal Mayer, Septimiu Salcudean, Robert Rohling

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

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

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 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

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

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, Bram Platel, William M. Wells III

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2015

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