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2020 – today
- 2024
[i4]Farshid Ghezelbash, Amir Hossein Eskandari, Xavier Robert-Lachaine, Frank Cao, Mehran Pesteie, Zhuohua Qiao, Aboulfazl Shirazi-Adl, Christian Larivière:
Machine Learning Applications in Spine Biomechanics. CoRR abs/2401.06174 (2024)- 2022
- [j6]Emily Kaczmarek, Jina Nanayakkara, Alireza Sedghi, Mehran Pesteie, Thomas Tuschl, Neil Renwick
, Parvin Mousavi:
Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures. BMC Bioinform. 23(1): 38 (2022) - 2020
- [j5]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:
Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study. Int. J. Comput. Assist. Radiol. Surg. 15(6): 1023-1031 (2020)
2010 – 2019
- 2019
- [j4]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:
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies. Int. J. Comput. Assist. Radiol. Surg. 14(6): 1009-1016 (2019) - [j3]Mehran Pesteie, Purang Abolmaesumi, Robert N. Rohling:
Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders. IEEE Trans. Medical Imaging 38(12): 2807-2820 (2019) - [c8]Mohammad H. Jafari, Hany Girgis, Amir H. Abdi, Zhibin Liao, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi:
Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior. ISBI 2019: 649-652 - [c7]Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels:
Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery. MICCAI (5) 2019: 227-235 - [c6]Mohammad H. Jafari, Zhibin Liao, Hany Girgis, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi:
Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN. MICCAI (5) 2019: 655-663 - [i3]Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels:
Variational Mandible Shape Completion for Virtual Surgical Planning. CoRR abs/1906.11957 (2019) - 2018
- [j2]Mehran Pesteie, Victoria A. Lessoway, Purang Abolmaesumi, Robert N. Rohling:
Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections. IEEE Trans. Medical Imaging 37(1): 81-92 (2018) - [c5]Farah Deeba, Manyou Ma, Mehran Pesteie, Jefferson Terry, Denise Pugash, Jennifer A. Hutcheon, Chantal Mayer, Septimiu E. Salcudean, Robert Rohling:
Multiparametric QUS Analysis for Placental Tissue Characterization. EMBC 2018: 3477-3480 - [c4]Mehran Pesteie, Purang Abolmaesumi, Robert Rohling:
Deep Neural Maps. ICLR (Workshop) 2018 - [i2]Mehran Pesteie, Purang Abolmaesumi, Robert Rohling:
Deep Neural Maps. CoRR abs/1810.07291 (2018) - 2017
- [c3]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:
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. MICCAI (3) 2017: 516-524 - [c2]Jorden Hetherington, Mehran Pesteie, Victoria A. Lessoway, Purang Abolmaesumi, Robert N. Rohling:
Identification and tracking of vertebrae in ultrasound using deep networks with unsupervised feature learning. Medical Imaging: Image-Guided Procedures 2017: 101350K - [c1]Alireza Mehrtash, Mehran Pesteie, Jorden Hetherington, Peter A. Behringer, Tina Kapur, William M. Wells III, Robert Rohling, Andriy Fedorov, Purang Abolmaesumi:
DeepInfer: open-source deep learning deployment toolkit for image-guided therapy. Medical Imaging: Image-Guided Procedures 2017: 101351K - [i1]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:
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. CoRR abs/1702.07841 (2017) - 2015
- [j1]Mehran Pesteie, Purang Abolmaesumi, Hussam Al-Deen Ashab, Victoria A. Lessoway, Simon Massey, Vit Gunka, Robert N. Rohling:
Real-time ultrasound image classification for spine anesthesia using local directional Hadamard features. Int. J. Comput. Assist. Radiol. Surg. 10(6): 901-912 (2015)
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