Sharareh Bayat - Publications

Coarse label refinement for improving prostate cancer detection in ultrasound imaging.

Journal: International journal of computer assisted radiology and surgery

Published: March 08, 2022

Training deep neural networks with noisy clinical labels: toward accurate detection of prostate cancer in US data.

Journal: International journal of computer assisted radiology and surgery

Published: January 12, 2022

Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection.

Journal: International journal of computer assisted radiology and surgery

Published: January 27, 2021

Soft Tissue Characterization with Temporal Enhanced Ultrasound through Periodic Manipulation of Point Spread Function: A Feasibility Study.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: October 06, 2020

Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study.

Journal: International journal of computer assisted radiology and surgery

Published: November 18, 2019

Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound.

Journal: IEEE transactions on medical imaging

Published: July 12, 2018

Investigation of Physical Phenomena Underlying Temporal-Enhanced Ultrasound as a New Diagnostic Imaging Technique: Theory and Simulations.

Journal: IEEE transactions on ultrasonics, ferroelectrics, and frequency control

Published: March 06, 2018

Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations.

Journal: International journal of computer assisted radiology and surgery

Published: February 10, 2017