Mehdi Moradi

发表

Semi-supervised learning with generative adversarial networks for chest X-ray classification with ability of data domain adaptation

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Alexandros Karargyris, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Towards an Efficient Way of Building Annotated Medical Image Collections for Big Data Studies

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Hakan Bulu, 2017, CVII-STENT/LABELS@MICCAI.

Identifying Patients at Risk for Aortic Stenosis Through Learning from Multimodal Data

Yanrong Guo, Deepta Rajan, David Beymer, 2016, MICCAI.

Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Tool Development

Matthew H Tong, Joy T. Wu, Vandana V. Mukherjee, 2020 .

New Image-Based Techniques for Prostate Biopsy and Treatment

Mehdi Moradi, 2012 .

Machine learning for target selection in MR-guided prostate biopsy : A preliminary study

C. Tempany, F. Fennessy, K. Tuncali, 2011 .

Comparison of Chest Radiograph Interpretations by Artificial Intelligence Algorithm vs Radiology Residents

Ken C. L. Wong, Joy T. Wu, Hassan M. Ahmad, 2020, JAMA network open.

A new approach to ultrasonic detection of malignant breast tumors

Purang Abolmaesumi, Mehdi Moradi, Septimiu E. Salcudean, 2013, 2013 IEEE International Ultrasonics Symposium (IUS).

A Cross-Modality Neural Network Transform for Semi-automatic Medical Image Annotation

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Mohammadreza Negahdar, 2016, MICCAI.

Biomechanical Modeling of the Prostate for Procedure Guidance and Simulation

Orcun Goksel, Mehdi Moradi, S. E. Salcudean, 2012 .

A new deep neural segmentation network for cerebral aneurysms in 2D digital subtraction angiography

Mehdi Moradi, Hakan Bulu, H. Rangwala, 2022, Medical Imaging.

5339 Handling missing DCE data in prostate cancer detection using multiparametric MRI

Mehdi Moradi, R. Rohling, P. Abolmaesumi, 2013 .

High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models

Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi, 2010, Medical Image Anal..

Detecting anomalies from echocardiography using multi-view regression of clinical measurements

Ehsan Dehghan, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Probabilistic pairwise Markov models: application to prostate cancer detection

Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi, 2009, Medical Imaging.

Community structure detection from networks with weighted modularity

Z. Jane Wang, Mehdi Moradi, Nandinee Fariah Haq, 2019, Pattern Recognit. Lett..

A New paradigm for Ultrasound-Based Tissue Typing in Prostate Cancer

Mehdi Moradi, Mehdi Moradi, 2008 .

Computer-aided diagnosis of prostate cancer with emphasis on ultrasound-based approaches: a review.

Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi, 2007, Ultrasound in medicine & biology.

Statistical learning and cross-validation for point processes

O. Cronie, Mehdi Moradi, C. Biscio, 2021, 2103.01356.

Creation and validation of a chest X-ray dataset with eye-tracking and report dictation for AI development

Matthew H Tong, Joy T. Wu, Vandana V. Mukherjee, 2020, Scientific data.

A Robotic System for Intra-operative Trans-Rectal Ultrasound and Ultrasound Elastography in Radical Prostatectomy

Mehdi Moradi, Septimiu E. Salcudean, Larry Goldenberg, 2011, IPCAI.

Chest X-ray Report Generation through Fine-Grained Label Learning

Anup Pillai, Tanveer Syeda-Mahmood, Mehdi Moradi, 2020, MICCAI.

P6C-7 Ultrasound RF Time Series for Detection of Prostate Cancer: Feature Selection and Frame Rate Analysis

P. Mousavi, P. Abolmaesumi, M. Moradi, 2007, 2007 IEEE Ultrasonics Symposium Proceedings.

Learning Invariant Feature Representation to Improve Generalization across Chest X-ray Datasets pdf

Mehdi Moradi, Alexandros Karargyris, Sandesh Ghimire, 2020, MLMI@MICCAI.

Fracture detection in x-ray images through stacked random forests feature fusion

Yu Cao, Hongzhi Wang, Tanveer F. Syeda-Mahmood, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Chest x-ray generation and data augmentation for cardiovascular abnormality classification

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Alexandros Karargyris, 2018, Medical Imaging.

Ultrasound RF Time Series for Classification of Breast Lesions

Purang Abolmaesumi, Robert Rohling, Mehdi Moradi, 2015, IEEE Transactions on Medical Imaging.

Multiparametric 3D in vivo ultrasound vibroelastography imaging of prostate cancer: Preliminary results.

Mehdi Moradi, Omid Mohareri, Guy Nir, 2014, Medical physics.

Ultrasound RF time series for tissue typing: first in vivo clinical results

Mehdi Moradi, Septimiu E. Salcudean, Guy Nir, 2013, Medical Imaging.

MRI Confirmed Prostate Tissue Classification with Laplacian Eigenmaps of Ultrasound RF Spectra

William M. Wells, Christian Wachinger, Mehdi Moradi, 2012, MLMI.

Tissue typing using ultrasound RF time series: experiments with animal tissue samples.

Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi, 2010, Medical physics.

Augmenting Detection of Prostate Cancer in Transrectal Ultrasound Images Using SVM and RF Time Series

Purang Abolmaesumi, Mehdi Moradi, Eric Sauerbrei, 2009, IEEE Transactions on Biomedical Engineering.

Automated detection of prostate cancer using wavelet transform features of ultrasound RF time series

Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi, 2009, Medical Imaging.

Prostate Cancer Probability Maps Based on Ultrasound RF Time Series and SVM Classifiers

Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi, 2008, MICCAI.

P3E-7 A New Feature For Detection Of Prostate Cancer Based On RF Ultrasound Echo Signals

P. Mousavi, P. Abolmaesumi, M. Moradi, 2006, 2006 IEEE Ultrasonics Symposium.

Building medical image classifiers with very limited data using segmentation networks

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2018, Medical Image Anal..

Chest ImaGenome Dataset for Clinical Reasoning pdf

Satyananda Kashyap, Mehdi Moradi, Nkechinyere N. Agu, 2021, NeurIPS Datasets and Benchmarks.

SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation

Mehdi Moradi, Ken C. L. Wong, Mehdi Moradi, 2019, MICCAI.

Age prediction using a large chest x-ray dataset

Satyananda Kashyap, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2019, Medical Imaging.

A deep community based approach for large scale content based X-ray image retrieval

Z. Jane Wang, Mehdi Moradi, Nandinee Fariah Haq, 2020, Medical Image Anal..

CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships between Chest X-Rays

Joy T. Wu, L. Celi, Mehdi Moradi, 2022, MICCAI.

3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes pdf

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2018, MICCAI.

Identifying disease-free chest x-ray images with deep transfer learning

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2019, Medical Imaging.

Detection of Prostate Cancer from RF Ultrasound Echo Signals Using Fractal Analysis

P. Mousavi, P. Abolmaesumi, M. Moradi, 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.

Characterization of aggressive prostate cancer using ultrasound RF time series

Purang Abolmaesumi, Farhad Imani, Parvin Mousavi, 2015, Medical Imaging.

An innovative model for predicting the displacement and rotation of column-tree moment connection under fire

Mohammad Ali Naghsh, T. Rabczuk, Mehdi Moradi, 2021 .

Scandent Tree: A Random Forest Learning Method for Incomplete Multimodal Datasets

Mehdi Moradi, Soheil Hor, Mehdi Moradi, 2015, MICCAI.

Learning in data-limited multimodal scenarios: Scandent decision forests and tree-based features

Mehdi Moradi, Soheil Hor, Mehdi Moradi, 2016, Medical Image Anal..

False discovery rate controller for functional brain parcellation

Martin J. McKeown, Z. Jane Wang, Mehdi Moradi, 2016, 2016 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE).

3 D MR ELASTOGRAPHY OF IN-VIVO PROSTATE CANCER AND CORRELATION WITH HISTOLOGY : PRELIMINARY RESULTS

Silvia D. Chang, S. Salcudean, E. Jones, 2012 .

Two solutions for registration of ultrasound to MRI for image-guided prostate interventions

William M. Wells, Mehdi Moradi, Clare M. Tempany, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Viewpoint Recognition in Cardiac CT Images

Tanveer F. Syeda-Mahmood, Noel C. F. Codella, Mehdi Moradi, 2015, FIMH.

Augmenting MRI–transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study

Purang Abolmaesumi, Farhad Imani, Jin Tae Kwak, 2015, International Journal of Computer Assisted Radiology and Surgery.

A data-driven approach to prostate cancer detection from dynamic contrast enhanced MRI

Mehdi Moradi, Nandinee Fariah Haq, Piotr Kozlowski, 2015, Comput. Medical Imaging Graph..

Improved parameter extraction and classification for dynamic contrast enhanced MRI of prostate

Mehdi Moradi, Nandinee Fariah Haq, Piotr Kozlowski, 2014, Medical Imaging.

Multiparametric MRI maps for detection and grading of dominant prostate tumors

Mehdi Moradi, Piotr Kozlowski, Silvia D. Chang, 2012, Journal of magnetic resonance imaging : JMRI.

Fusion of Ultrasound B-Mode and Vibro-Elastography Images for Automatic 3-D Segmentation of the Prostate

Mehdi Moradi, Septimiu E. Salcudean, William J. Morris, 2012, IEEE Transactions on Medical Imaging.

Use of Needle Track Detection to Quantify the Displacement of Stranded Seeds Following Prostate Brachytherapy

Gabor Fichtinger, Ehsan Dehghan, Mehdi Moradi, 2012, IEEE Transactions on Medical Imaging.

AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray pdf

Mehdi Moradi, James Hendler, Nkechinyere N. Agu, 2021, MICCAI.

Lymphoma diagnosis in histopathology using a multi-stage visual learning approach

John R. Smith, Tanveer F. Syeda-Mahmood, Noel C. F. Codella, 2016, SPIE Medical Imaging.

Echocardiography segmentation based on a shape-guided deformable model driven by a fully convolutional network prior

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Hakan Bulu, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Prostate implant reconstruction from C-arm images with motion-compensated tomosynthesis.

Gabor Fichtinger, Ehsan Dehghan, Mehdi Moradi, 2011, Medical physics.

Brachytherapy seed reconstruction with joint-encoded C-arm single-axis rotation and motion compensation

Gabor Fichtinger, Ehsan Dehghan, Mehdi Moradi, 2011, Medical Image Anal..

Prostate Brachytherapy Seed Reconstruction Using C-Arm Rotation Measurement and Motion Compensation

Gabor Fichtinger, Ehsan Dehghan, Mehdi Moradi, 2010, MICCAI.

Looking in the Right Place for Anomalies: Explainable Ai Through Automatic Location Learning

Tanveer Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Automatic Bounding Box Annotation of Chest X-Ray Data for Localization of Abnormalities

Tanveer Syeda-Mahmood, Mehdi Moradi, Yaniv Gur, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

AI Accelerated Human-in-the-loop Structuring of Radiology Reports

Linda Kato, Anup Pillai, Tanveer F. Syeda-Mahmood, 2020, AMIA.

Bimodal Network Architectures for Automatic Generation of Image Annotation from Text pdf

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ali Madani, 2018, MICCAI.

Automatic labeling of continuous wave Doppler images based on combined image and sentence networks

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Yaniv Gur, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Combining Deep Learning and Knowledge-driven Reasoning for Chest X-Ray Findings Detection

Ken C. L. Wong, Joy T. Wu, T. Syeda-Mahmood, 2020, AMIA.

Body part and imaging modality classification for a general radiology cognitive assistant

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2019, Medical Imaging: Image Processing.

A hybrid learning approach for semantic labeling of cardiac CT slices and recognition of body position

Hongzhi Wang, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Channel Scaling: A Scale-And-Select Approach For Transfer Learning

Satyananda Kashyap, Mehdi Moradi, Ken C. L. Wong, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

A Robust Network Architecture to Detect Normal Chest X-Ray Radiographs

Anup Pillai, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Quality controlled segmentation to aid disease detection

Tanveer Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2020, Medical Imaging.

An algorithm for fully automatic detection of calcium in chest CT imaging

Hongzhi Wang, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Multimodal classification of prostate tissue: a feasibility study on combining multiparametric MRI and ultrasound

Mehdi Moradi, Septimiu E. Salcudean, Nandinee Fariah Haq, 2015, Medical Imaging.

Multi-parametric 3D Quantitative Ultrasound Vibro-Elastography Imaging for Detecting Palpable Prostate Tumors

Mehdi Moradi, Septimiu E. Salcudean, Omid Mohareri, 2014, MICCAI.

Towards Automatic Prediction of Outcome in Treatment of Cerebral Aneurysms

T. Syeda-Mahmood, Mehdi Moradi, Hakan Bulu, 2022, AMIA.

Prostate cancer detection from model-free T1-weighted time series and diffusion imaging

Mehdi Moradi, Nandinee Fariah Haq, Piotr Kozlowski, 2015, Medical Imaging.

Deformable registration using scale space keypoints

Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi, 2006, SPIE Medical Imaging.

Medical sieve: a cognitive assistant for radiologists and cardiologists

Yu Cao, Hongzhi Wang, Deepta Rajan, 2016, SPIE Medical Imaging.

Tissue Characterization Using Fractal Dimension of High Frequency Ultrasound RF Time Series

Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi, 2007, MICCAI.

Towards enabling ultrasound guidance in cervical cancer high-dose-rate brachytherapy

Purang Abolmaesumi, Mehdi Moradi, Silvia D. Chang, 2014, Medical Imaging.