Parvin Mousavi

According to our database1, Parvin Mousavi authored at least 110 papers between 2000 and 2020.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2020
Open Source Platform for Transperineal In-Bore MRI-Guided Targeted Prostate Biopsy.
IEEE Trans. Biomed. Eng., 2020

Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound.
Int. J. Comput. Assist. Radiol. Surg., 2020

Perioperative margin detection in basal cell carcinoma using a deep learning framework: a feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 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

Navigated tissue characterization during skin cancer surgery.
Int. J. Comput. Assist. Radiol. Surg., 2020

Intraoperative integration of structured light scanning for automatic tissue classification: a feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2020

Robotic tissue scanning with biophotonic probe.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Image registration with deep probabilistic classifiers: application in radiation therapy.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Towards democratizing AI in MR-based prostate cancer diagnosis: 3.0 to 1.5 Tesla.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Classification of tumor signatures from electrosurgical vapors using mass spectrometry and machine learning: a feasibility study.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate Biopsy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Improved Resection Margins in Surgical Oncology Using Intraoperative Mass Spectrometry.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

An End-to-End Solution for Automatic Contouring of Tumor Region in Intraoperative Images of Breast Lumpectomy.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Soft Tissue Characterization with Temporal Enhanced Ultrasound through Periodic Manipulation of Point Spread Function: A Feasibility Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Deep Information Theoretic Registration.
CoRR, 2019

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

Exploring microRNA Regulation of Cancer with Context-Aware Deep Cancer Classifier.
Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

Semi-supervised image registration using deep learning.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Tesseract-medical imaging: open-source browser-based platform for artificial intelligence deployment in medical imaging.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Temporal enhanced ultrasound and shear wave elastography for tissue classification in cancer interventions: an experimental evaluation.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Mechanically controlled spectroscopic imaging for tissue classification.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Tissue classification using machine learning to aid in intraoperative registration: a pilot study.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Step-wise identification of ultrasound-visible anatomical landmarks for 3D visualization of scoliotic spine.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019

Predictive Modeling using Intensive Care Unit Data: Considerations for Data Pre-processing and Analysis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Prediction of Patient-specific Acute Hypotensive Episodes in ICU Using Deep Models.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Fully End-To-End Super-Resolved Bone Age Estimation.
Proceedings of the Advances in Artificial Intelligence, 2019

2018
Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound.
IEEE Trans. Medical Imaging, 2018

Stochastic Modeling of Temporal Enhanced Ultrasound: Impact of Temporal Properties on Prostate Cancer Characterization.
IEEE Trans. Biomed. Eng., 2018

Broadband Vibration Detection in Tissue Phantoms Using a Fiber Fabry-Perot Cavity.
IEEE Trans. Biomed. Eng., 2018

A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy.
Medical Image Anal., 2018

Semi-Supervised Deep Metrics for Image Registration.
CoRR, 2018

Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy.
Int. J. Comput. Assist. Radiol. Surg., 2018

3D tissue mimicking biophantoms for ultrasound imaging: bioprinting and image analysis.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Learning from Noisy Label Statistics: Detecting High Grade Prostate Cancer in Ultrasound Guided Biopsy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Model-based registration of preprocedure MR and intraprocedure US of the lumbar spine.
Int. J. Comput. Assist. Radiol. Surg., 2017

Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection.
Int. J. Comput. Assist. Radiol. Surg., 2017

Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations.
Int. J. Comput. Assist. Radiol. Surg., 2017

Models of temporal enhanced ultrasound data for prostate cancer diagnosis: the impact of time-series order.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Visualization of scoliotic spine using ultrasound-accessible skeletal landmarks.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Clinical Target-Volume Delineation in Prostate Brachytherapy Using Residual Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016
Automatic Segmentation of Wrist Bones in CT Using a Statistical Wrist Shape + Pose Model.
IEEE Trans. Medical Imaging, 2016

Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2016

Registration of a statistical model to intraoperative ultrasound for scaphoid screw fixation.
Int. J. Comput. Assist. Radiol. Surg., 2016

Classification of prostate cancer grade using temporal ultrasound: in vivo feasibility study.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Prostate Cancer: Improved Tissue Characterization by Temporal Modeling of Radio-Frequency Ultrasound Echo Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Bone Enhancement in Ultrasound Based on 3D Local Spectrum Variation for Percutaneous Scaphoid Fracture Fixation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Fusion of multi-parametric MRI and temporal ultrasound for characterization of prostate cancer: in vivo feasibility study.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

2015
Biomechanically Constrained Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions.
IEEE Trans. Medical Imaging, 2015

Computer-Aided Prostate Cancer Detection Using Ultrasound RF Time Series: In Vivo Feasibility Study.
IEEE Trans. Medical Imaging, 2015

Ultrasound-Based Characterization of Prostate Cancer Using Joint Independent Component Analysis.
IEEE Trans. Biomed. Eng., 2015

A multi-vertebrae CT to US registration of the lumbar spine in clinical data.
Int. J. Comput. Assist. Radiol. Surg., 2015

Augmenting MRI-transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2015

Bone enhancement in ultrasound using local spectrum variations for guiding percutaneous scaphoid fracture fixation procedures.
Int. J. Comput. Assist. Radiol. Surg., 2015

PINBPA: Cytoscape app for network analysis of GWAS data.
Bioinform., 2015

iPINBPA: An Integrative Network-Based Functional Module Discovery Tool for Genome-Wide Association Studies.
Proceedings of the Biocomputing 2015: Proceedings of the Pacific Symposium, 2015

Scaphoid fracture fixation: localization of bones through statistical model to ultrasound registration.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Characterization of aggressive prostate cancer using ultrasound RF time series.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Using Hidden Markov Models to capture temporal aspects of ultrasound data in prostate cancer.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
SimITK: Visual Programming of the ITK Image-Processing Library within Simulink.
J. Digit. Imaging, 2014

SimITK: model driven engineering for medical imaging.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

A global CT to US registration of the lumbar spine.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014

CT to US Registration of the Lumbar Spine: A Clinical Feasibility Study.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

Hierarchical task ordering for time reduction on KINARM assessment protocol.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Reduction of stroke assessment time for visually guided reaching task on KINARM exoskeleton robot.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
An Augmented Reality Haptic Training Simulator for Spinal Needle Procedures.
IEEE Trans. Biomed. Eng., 2013

Ultrasound-Guided Characterization of Interstitial Ablated Tissue Using RF Time Series: Feasibility Study.
IEEE Trans. Biomed. Eng., 2013

Tissue Classification Using Ultrasound-Induced Variations in Acoustic Backscattering Features.
IEEE Trans. Biomed. Eng., 2013

Experimental assessment of error in an electromagnetically-tracked ultrasound-guided needle navigation system.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Prediction of stroke-related diagnostic and prognostic measures using robot-based evaluation.
Proceedings of the IEEE 13th International Conference on Rehabilitation Robotics, 2013

2012
Spinal Needle Navigation by Tracked Ultrasound Snapshots.
IEEE Trans. Biomed. Eng., 2012

Multi-modal registration of speckle-tracked freehand 3D ultrasound to CT in the lumbar spine.
Medical Image Anal., 2012

Biomechanically constrained groupwise ultrasound to CT registration of the lumbar spine.
Medical Image Anal., 2012

Enhanced multi-site EMG-force estimation using contact pressure.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
iCTNet: A Cytoscape plugin to produce and analyze integrative complex traits networks.
BMC Bioinform., 2011

GPU accelerated registration of a statistical shape model of the lumbar spine to 3D ultrasound images.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Phantom validation for ultrasound to statistical shape model registration of human pelvis.
Proceedings of the Medical Imaging 2011: Visualization, 2011

SimITK: rapid ITK prototyping using the Simulink visual programming environment.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Monitoring of Tissue Ablation Using Time Series of Ultrasound RF Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Biomechanically Constrained Groupwise Statistical Shape Model to Ultrasound Registration of the Lumbar Spine.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011

Towards an augmented ultrasound guided spinal needle insertion system.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Joint angle-based EMG amplitude calibration.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Reverse engineering of gene regulatory networks: A systems approach.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2011

2010
High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models.
Medical Image Anal., 2010

A neural network based modeling and validation approach for identifying gene regulatory networks.
Neurocomputing, 2010

Group-wise feature-based registration of CT and ultrasound images of spine.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Multi-slice to volume registration of ultrasound data to a statistical atlas of human pelvis.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Ultrasound guided spine needle insertion.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Registration of a Statistical Shape Model of the Lumbar Spine to 3D Ultrasound Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Probabilistic pairwise Markov models: application to prostate cancer detection.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Group-wise registration of ultrasound to CT images of human vertebrae.
Proceedings of the Medical Imaging 2009: Visualization, 2009

Biomechanically Constrained Groupwise US to CT Registration of the Lumbar Spine.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Automated detection of prostate cancer using wavelet transform features of ultrasound RF time series.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

A New Scheme for Curved Needle Segmentation in Three-Dimensional Ultrasound Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Prostate Cancer Probability Maps Based on Ultrasound RF Time Series and SVM Classifiers.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Reverse engineering of the transcriptional subnetwork in the yeast cell cycle pathway using Dynamic Bayesian Networks and evolutionary search.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

Reverse engineering time series of gene expression data using Dynamic Bayesian networks and covariance matrix adaptation evolution strategy with explicit memory.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

2007
Tissue Characterization Using Fractal Dimension of High Frequency Ultrasound RF Time Series.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006
Deformable registration using scale space keypoints.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

A Fast Multivariate Feature-Selection/Classification Approach for Prediction of Therapy Response in Multiple Sclerosis.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006

A Systematic Approach for Identifying Regulatory Interactions in Large Temporal Gene Expression Datasets from Peripheral Blood.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006

2005
Discovery of Gene Expression Patterns across Multiple Cancer Types.
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005

2002
Feature analysis and centromere segmentation of human chromosome images using an iterative fuzzy algorithm.
IEEE Trans. Biomed. Eng., 2002

2001
Classification of homologous human chromosomes using mutual information maximization.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Multi-Feature Analysis and Classification of Human Chromosome Images Using Centromere Segmentation Algorithms.
Proceedings of the 2000 International Conference on Image Processing, 2000


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