Mehran Pesteie

According to our database1, Mehran Pesteie authored at least 15 papers between 2015 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2022
Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures.
BMC Bioinform., 2022

2020
Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2020

2019
Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders.
IEEE Trans. Medical Imaging, 2019

Variational Mandible Shape Completion for Virtual Surgical Planning.
CoRR, 2019

Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies.
Int. J. Comput. Assist. Radiol. Surg., 2019

Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery.
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.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections.
IEEE Trans. Medical Imaging, 2018

Deep Neural Maps.
Proceedings of the 6th International Conference on Learning Representations, 2018

Multiparametric QUS Analysis for Placental Tissue Characterization.
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.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Identification and tracking of vertebrae in ultrasound using deep networks with unsupervised feature learning.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation.
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.
Int. J. Comput. Assist. Radiol. Surg., 2015


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