Mehdi Moradi  Mehdi Moradi photo       

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Manager, Image Analysis and Machine Learning Research
IBM Almaden Research Center, San Jose, CA, USA
  +1dash408dash927dash2087

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2017

Building Disease Detection Algorithms with Very Small Numbers of Positive Samples
Wong, Ken CL and Karargyris, Alexandros and Syeda-Mahmood, Tanveer and Moradi, Mehdi
International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 471--479, 2017
Abstract

Automatic Labeling of Continuous Wave Doppler Images Based on Combined Image and Sentence Networks
Mehdi Moradi, Yufan Guo, Yaniv Gur, Tanveer Syeda-Mahmood
IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2017

A Multi-atlas Approach to Region of Interest Detection for Medical Image Classification
Wang, Hongzhi and Moradi, Mehdi and Gur, Yaniv and Prasanna, Prasanth and Syeda-Mahmood, Tanveer
International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 168--176, 2017

An algorithm for fully automatic detection of calcium in chest CT imaging
Tang, Hui and Moradi, Mehdi and Prasanna, Prasanth and Wang, Hongzhi and Syeda-Mahmood, Tanveer
Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on, pp. 265--269
Abstract

Towards an Efficient Way of Building Annotated Medical Image Collections for Big Data Studies
Gur, Yaniv and Moradi, Mehdi and Bulu, Hakan and Guo, Yufan and Compas, Colin and Syeda-Mahmood, Tanveer
Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, pp. 87--95, Springer, 2017

Automatic Extraction of Disease-Specific Features from Doppler Images
Mohammadreza Negahdar, Mehdi Moradi, Nripesh Parajuli, and Tanveer Syeda-Mahmood.
SPIE Conference on Computer-Aided Diagnosis, 2017

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Qu{\'e}bec City, QC, Canada, Septem
Cardoso, M Jorge and Arbel, Tal and Carneiro, Gustavo and Syeda-Mahmood, Tanveer and Tavares, Jo{\~a}o Manuel RS and Moradi, Mehdi and Bradley, Andrew and Greenspan, Hayit and Papa, Jo{\~a}o Paulo and Madabhushi, Anant and others
Mahmood, JMRS Tavares, M Moradi… - 2017 - books.google.com, Springer
Abstract


2016

A hybrid learning approach for semantic labeling of cardiac CT slices and recognition of body position
Mehdi Moradi, Yaniv Gur, Hongzhi Wang, Prasanth Prasanna, Tanveer Syeda-Mahmood
Biomedical Imaging (ISBI), 2016 IEEE 13th International Symposium on, pp. 1418-1421

Medical sieve: A cognitive assistant for radiologists and cardiologists
T Syeda-Mahmood, E Walach, D Beymer, F Gilboa-Solomon, M Moradi, P Kisilev, D Kakrania, C Compas, H Wang, R Negadhar, Y Cao, T Baldwin, Y Guo, Y Gur, D Rajan, A Zlotnick, S Rabinovici-Cohen, R Ben-Ari, Amit Guy, P Prasanna, J Morey, O Boyko, S Hashoul
SPIE Medical Imaging, pp. 97850A-97850A-6, 2016

Lymphoma diagnosis in histopathology using a multi-stage visual learning approach
N Codella, M Moradi, M Matasar, T Syeda-Mahmood, JR Smith
SPIE Medical Imaging, pp. 97910H-97910H-7, 2016

Learning in data-limited multimodal scenarios: Scandent decision forests and tree-based features
S Hor, M Moradi
Medical Image Analysis34, 30-41, Elsevier, 2016

Tree-based transforms for privileged learning
Mehdi Moradi, Tanveer Syeda-Mahmood, Soheil Hor
Machine Learning in Medical Imaging, 2016

Identifying Patients at Risk for Aortic Stenosis Through Learning from Multimodal Data
Tanveer Syeda-Mahmood, Yufan Guo, Mehdi Moradi, D. Beymer, D. Rajan, Yu Cao, Yaniv Gur, and Mohammadreza Negahdar
Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016, pp. 238-245

A Cross-Modality Neural Network Transform for Semi-automatic Medical Image Annotation
Mehdi Moradi, Yufan Guo, Yaniv Gur, Mohammadreza Negahdar, and Tanveer Syeda-Mahmood
Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016, pp. 300-307, Springer, LNCS Series


2015

Viewpoint Recognition in Cardiac CT Images
Mehdi Moradi, Noel C Codella, Tanveer Syeda-Mahmood
Functional Imaging and Modeling of the Heart (FIMH 2015), LNCS 9126, pp. 180-188, Springer

Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks
Shekoofeh Azizi, Farhad Imani, Bo Zhuang, Amir Tahmasebi, Jin Tae Kwak, Sheng Xu, Nishant Uniyal, Baris Turkbey, Peter Choyke, Peter Pinto, Bradford Wood, Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi
Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, pp. 70-77

Scandent Tree: A Random Forest Learning Method for Incomplete Multimodal Datasets
S Hor, M Moradi
Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, , pp. 694-701

Augmenting MRI--transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study
Farhad Imani, Bo Zhuang, Amir Tahmasebi, Jin Tae Kwak, Sheng Xu, Harsh Agarwal, Shyam Bharat, Nishant Uniyal, Ismail Baris Turkbey, Peter Choyke, others
International journal of computer assisted radiology and surgery, 1--9, Springer, 2015

Characterization of aggressive prostate cancer using ultrasound RF time series
Amir Khojaste, Farhad Imani, Mehdi Moradi, David Berman, D Robert Siemens, Eric E Sauerberi, Alexander H Boag, Purang Abolmaesumi, Parvin Mousavi
SPIE Medical Imaging, pp. 94141A--94141A, 2015

Ultrasound RF time series for classification of breast lesions.
Nishant Uniyal, Hani Eskandari, Purang Abolmaesumi, Samira Sojoudi, Paula Gordon, Linda Warren, R Rohling, S Salcudean, Mehdi Moradi
IEEE Transactions on Medical Imaging 34(2), 652-661, IEEE , 2015

Multimodal classification of prostate tissue: a feasibility study on combining multiparametric MRI and ultrasound
Hussam Al-Deen Ashab, Nandinee Fariah Haq, Guy Nir, Piotr Kozlowski, Peter Black, Edward C Jones, S Larry Goldenberg, Septimiu E Salcudean, Mehdi Moradi
SPIE Medical Imaging, pp. 94141B--94141B, 2015

Prostate cancer detection from model-free T1-weighted time series and diffusion imaging
Nandinee F Haq, Piotr Kozlowski, Edward C Jones, Silvia D Chang, S Larry Goldenberg, Mehdi Moradi
SPIE Medical Imaging, pp. 94142X--94142X, 2015

A data-driven approach to prostate cancer detection from dynamic contrast enhanced MRI
Nandinee Fariah Haq, Piotr Kozlowski, Edward C Jones, Silvia D Chang, S Larry Goldenberg, Mehdi Moradi
Computerized Medical Imaging and Graphics 41(April), 37-45, Elsevier, 2015


2014

Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy
Nishant Uniyal, Farhad Imani, Amir Tahmasebi, Harsh Agarwal, Shyam Bharat, Pingkun Yan, Jochen Kruecker, Jin Tae Kwak, Sheng Xu, Bradford Wood, others
Clinical Image-Based Procedures. Translational Research in Medical Imaging, pp. 142--150, Springer, 2014

Solutions for Missing Parameters in Computer-Aided Diagnosis with Multiparametric Imaging Data
Hussam Al-Deen Ashab, Piotr Kozlowski, S Larry Goldenberg, Mehdi Moradi
Machine Learning in Medical Imaging, pp. 289--296, Springer, 2014

Multi-parametric 3D Quantitative Ultrasound Vibro-Elastography Imaging for Detecting Palpable Prostate Tumors
Omid Mohareri, Angelica Ruszkowski, Julio Lobo, Joseph Ischia, Ali Baghani, Guy Nir, Hani Eskandari, Edward Jones, Ladan Fazli, Larry Goldenberg, others
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2014, pp. 561--568, Springer

Towards enabling ultrasound guidance in cervical cancer high-dose-rate brachytherapy
Adrian Wong, Samira Sojoudia, Marc Gaudet, Wan Wan Yap, Silvia D Chang, Purang Abolmaesumi, Christina Aquino-Parsons, Mehdi Moradi
SPIE Medical Imaging, pp. 90361Q--90361Q, 2014

Improved parameter extraction and classification for dynamic contrast enhanced MRI of prostate
Nandinee Fariah Haq, Piotr Kozlowski, Edward C Jones, Silvia D Chang, S Larry Goldenberg, Mehdi Moradi
SPIE Medical Imaging, pp. 903511--903511, 2014

Multiparametric 3D in vivo ultrasound vibroelastography imaging of prostate cancer: Preliminary results
Mehdi Moradi, S Sara Mahdavi, Guy Nir, Omid Mohareri, Anthony Koupparis, Louis-Olivier Gagnon, Ladan Fazli, Rowan G Casey, Joseph Ischia, Edward C Jones, others
Medical physics 41(7), 073505, American Association of Physicists in Medicine, 2014


2013

Statistical unit root test for edge detection in ultrasound images of vessels and cysts
Mehdi Moradi, S Sara Mahdavi, Julian Guerrero, Robert Rohling, Septimiu E Salcudean
Journal of Electronic Imaging 22(3), 033013--033013, International Society for Optics and Photonics, 2013

Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada
Nishant Uniyal, Hani Eskandari, Purang Abolmaesumi, Samira Sojoudi, Paula Gordon, Linda Warren, Robert N Rohling, Septimiu E Salcudean, Mehdi Moradi
Ultrasonics Symposium (IUS), 2013 IEEE International, pp. 96--99

Ultrasound RF time series for tissue typing: first in vivo clinical results
Mehdi Moradi, S Sara Mahdavi, Guy Nir, Edward C Jones, S Larry Goldenberg, Septimiu E Salcudean
SPIE Medical Imaging, pp. 86701I--86701I, 2013


2012

MRI Confirmed Prostate Tissue Classification with Laplacian Eigenmaps of Ultrasound RF Spectra
Mehdi Moradi, Christian Wachinger, Andriy Fedorov, William M Wells, Tina Kapur, Luciant D Wolfsberger, Paul Nguyen, Clare M Tempany
Machine Learning in Medical Imaging, pp. 19--26, Springer, 2012

Use of Needle Track Detection to Quantify the Displacement of Stranded Seeds Following Prostate Brachytherapy
Julio R Lobo, Mehdi Moradi, Nick Chng, Ehsan Dehghan, William J Morris, Gabor Fichtinger, Septimiu E Salcudean
Medical Imaging, IEEE Transactions on 31(3), 738--748, IEEE, 2012


Two solutions for registration of ultrasound to MRI for image-guided prostate interventions
Mehdi Moradi, Firdaus Janoos, Andriy Fedorov, Petter Risholm, Tina Kapur, Luciant D Wolfsberger, Paul L Nguyen, Clare M Tempany, William M Wells
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, pp. 1129--1132

Seed localization in ultrasound and registration to C-arm fluoroscopy using matched needle tracks for prostate brachytherapy
Mehdi Moradi, Seyedeh Sara Mahdavi, Ehsan Dehghan, Julio R Lobo, Sanchit Deshmukh, William James Morris, Gabor Fichtinger, Septimiu E Salcudean
Biomedical Engineering, IEEE Transactions on 59(9), 2558--2567, IEEE, 2012

Fusion of ultrasound B-mode and vibro-elastography images for automatic 3-D segmentation of the prostate
Seyedeh Sara Mahdavi, Mehdi Moradi, William J Morris, S Larry Goldenberg, Septimiu E Salcudean
Medical Imaging, IEEE Transactions on 31(11), 2073--2082, IEEE, 2012

Multiparametric MRI maps for detection and grading of dominant prostate tumors
Mehdi Moradi, Septimiu E Salcudean, Silvia D Chang, Edward C Jones, Nicholas Buchan, Rowan G Casey, S Larry Goldenberg, Piotr Kozlowski
Journal of Magnetic Resonance Imaging 35(6), 1403--1413, Wiley Online Library, 2012


2011


Quantifying stranded implant displacement following prostate brachytherapy
Julio Lobo, Mehdi Moradi, Nick Chng, Ehsan Dehghan, Gabor Fichtinger, William Morris, Septimiu Salcudean
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2011, 307--314, Springer

Towards intra-operative prostate brachytherapy dosimetry based on partial seed localization in ultrasound and registration to C-arm fluoroscopy
Mehdi Moradi, S Sara Mahdavi, Sanchit Deshmukh, Julio Lobo, Ehsan Dehghan, Gabor Fichtinger, William J Morris, Septimiu E Salcudean
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2011, pp. 291--298, Springer Berlin Heidelberg

Tissue classification using depth-dependent ultrasound time series analysis: in-vitro animal study
Farhad Imani, Mohammad Daoud, Mehdi Moradi, Purang Abolmaesumi, Parvin Mousavi
SPIE Medical Imaging, pp. 79680F--79680F, 2011

Prostate implant reconstruction from C-arm images with motion-compensated tomosynthesis
Ehsan Dehghan, Mehdi Moradi, Xu Wen, Danny French, Julio Lobo, W James Morris, Septimiu E Salcudean, Gabor Fichtinger
Medical physics 38(10), 5290--5302, American Association of Physicists in Medicine, 2011

Brachytherapy seed reconstruction with joint-encoded C-arm single-axis rotation and motion compensation
Ehsan Dehghan, Ameet K Jain, Mehdi Moradi, Xu Wen, W James Morris, Septimiu E Salcudean, Gabor Fichtinger
Medical image analysis 15(5), 760--771, Elsevier, 2011

A robotic system for intra-operative trans-rectal ultrasound and ultrasound elastography in radical prostatectomy
Troy Adebar, Septimiu Salcudean, Sara Mahdavi, Mehdi Moradi, Christopher Nguan, Larry Goldenberg
Information Processing in Computer-Assisted Interventions, pp. 79--89, Springer, 2011

Evaluating the investors’ overreaction to financial measures: some evidence of Tehran stock exchange
Mehdi Moradi, Mahdi Salehi
International Journal of Academic Research 3(2), 921--929, 2011

A study of the reasons for shortcomings in establishment of internet financial reporting in Iran
Moradi Mehdi, Salehi Mahdi, Arianpoor Arash
African Journal of Business Management 5(8), 3312--3321, Academic Journals, 2011

Evaluation of visualization of the prostate gland in vibro-elastography images
S Sara Mahdavi, Mehdi Moradi, Xu Wen, William J Morris, Septimiu E Salcudean
Medical image analysis 15(4), 589--600, Elsevier, 2011


2010


Automatic prostate segmentation using fused ultrasound B-mode and elastography images
S Sara Mahdavi, Mehdi Moradi, William J Morris, Septimiu E Salcudean
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2010, pp. 76--83, Springer

Prostate brachytherapy seed reconstruction using c-arm rotation measurement and motion compensation
Ehsan Dehghan, Junghoon Lee, Mehdi Moradi, Xu Wen, Gabor Fichtinger, Septimiu Salcudean
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2010, 283--290, Springer

A study of the integrity of Internet financial reporting: Empirical evidence of emerging economy
Mahdi Salehi, Mehdi Moradi, Arash Ariyan Pour
Global Journal of Management and Business Research 10(1), 2010

Tissue typing using ultrasound RF time series: Experiments with animal tissue samples
Mehdi Moradi, Purang Abolmaesumi, Parvin Mousavi
Medical physics 37(8), 4401--4413, American Association of Physicists in Medicine, 2010

High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models
James P Monaco, John E Tomaszewski, Michael D Feldman, Ian Hagemann, Mehdi Moradi, Parvin Mousavi, Alexander Boag, Chris Davidson, Purang Abolmaesumi, Anant Madabhushi
Medical image analysis 14(4), 617--629, Elsevier, 2010


2009

Tissue typing with ultrasound RF time series: Phantom studies
Mehdi Moradi, Parvin Mousavi, Robert Rohling, Purang Abolmaesumi
SPIE Medical Imaging, pp. 726516--726516, 2009

Preliminary results of an ultrasound segmentation method based on statistical unit-root test of b-scan radial intensity profiles
Mehdi Moradi, Julian Guerrero, Robert Rohling, Septimiu E Salcudean
Ultrasonics Symposium (IUS), 2009 IEEE International, pp. 1--4

Ultrasound elastography--an image guidance tool for prostate brachytherapy
Septimiu E Salcudean, Xu Wen, Seyedeh Sara Mahdavi, Mehdi Moradi, J William Morris, Ingrid Spadinger
Brachytherapy 8(2), 125--126, Elsevier, 2009

Automated detection of prostate cancer using wavelet transform features of ultrasound RF time series
Mohammad Aboofazeli, Purang Abolmaesumi, Mehdi Moradi, Eric Sauerbrei, Robert Siemens, Alexander Boag, Parvin Mousavi
SPIE Medical Imaging, pp. 72603J--72603J, 2009

Vibro-elastography for visualization of the prostate region: Method evaluation
Seyedeh Sara Mahdavi, Mehdi Moradi, Xu Wen, William J Morris, Septimiu E Salcudean
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2009, pp. 339--347, Springer

Probabilistic pairwise markov models: Application to prostate cancer detection
James Monaco, John E Tomaszewski, Michael D Feldman, Mehdi Moradi, Parvin Mousavi, Alexander Boag, Chris Davidson, Purang Abolmaesumi, Anant Madabhushi
SPIE Medical Imaging, pp. 725903--725903, 2009

Augmenting detection of prostate cancer in transrectal ultrasound images using SVM and RF time series
Mehdi Moradi, Purang Mousavi, AH Boag, Eric E Sauerbrei, DR Siemens, Purang Abolmaesumi
Biomedical Engineering, IEEE Transactions on 56(9), 2214--2224, IEEE, 2009


2008


Prostate cancer probability maps based on ultrasound RF time series and SVM classifiers
Mehdi Moradi, Parvin Mousavi, Robert Siemens, Eric Sauerbrei, Alexander Boag, Purang Abolmaesumi
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2008, pp. 76--84, Springer

Detection of prostate cancer from whole-mount histology images using Markov random fields
J Monaco, J Tomaszewski, M Feldman, Mehdi Moradi, Parvin Mousavi, Alexander Boag, Chris Davidson, Purang Abolmaesumi, Anant Madabhushi
Workshop on Microscopic Image Analysis with Applications in Biology (in conjunction with MICCAI), 2008


2007

A new approach to analysis of RF ultrasound echo signals for tissue characterization: animal studies
Mehdi Moradi, Parvin Mousavi, Philip A Isotalo, David R Siemens, Eric E Sauerbrei, Purang Abolmaesumi
Medical Imaging, pp. 65130P--65130P, 2007

Ultrasound RF time series for detection of prostate cancer: Feature selection and frame rate analysis
Mehdi Moradi, P Mousavi, DR Siemens, EE Sauerbrei, A Boag, P Abolmaesumi
Proceedings of IEEE Ultrasonics Symposium, pp. 2493--2496, 2007

Discrete Fourier analysis of ultrasound RF time series for detection of prostate cancer
Mehdi Moradi, Parvin Mousavi, DR Siemens, EE Sauerbrei, Phil Isotalo, Alexandre Boag, Purang Abolmaesumi
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE, pp. 1339--1342

Tissue characterization using fractal dimension of high frequency ultrasound RF time series
Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2007, pp. 900--908, Springer

Computer-aided diagnosis of prostate cancer with emphasis on ultrasound-based approaches: a review
Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi
Ultrasound in medicine \& biology 33(7), 1010--1028, Elsevier, 2007


2006

P3E-7 A New Feature For Detection Of Prostate Cancer Based On RF Ultrasound Echo Signals
Mehdi Moradi, Purang Abolmaesumi, Phillip A Isotalo, David R Siemens, Eric E Sauerbrei, Parvin Mousavi
Ultrasonics Symposium, 2006. IEEE, pp. 2084--2087

Detection of prostate cancer from RF ultrasound echo signals using fractal analysis
Mehdi Moradi, Purang Abolmaesumi, Phillip A Isotalo, David R Siemens, Eric E Sauerbrei, Parvin Mousavi
Engineering in Medicine and Biology Society, 2006. EMBS'06. 28th Annual International Conference of the IEEE, pp. 2400--2403

Deformable registration using scale space keypoints
Mehdi Moradi, Purang Abolmaesoumi, Parvin Mousavi
Medical Imaging, pp. 61442G--61442G, 2006

New features for automatic classification of human chromosomes: A feasibility study
Mehdi Moradi, S Kamaledin Setarehdan
Pattern Recognition Letters 27(1), 19--28, Elsevier, 2006


2005

Medical image registration based on distinctive image features from scale-invariant (SIFT) key-points
Mehdi Moradi, Purang Abolmaesumi
International Congress Series, pp. 1292, 2005


2004

A neural network based system for intrusion detection and classification of attacks
Mehdi Moradi, Mohammad Zulkernine
Proceedings of the 2004 IEEE international conference on advances in intelligent systems-theory and applications


2003

Automatic landmark detection on chromosomes' images for feature extraction purposes
M Moradi, SK Setarehdan, SR Ghaffari
Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on, pp. 567--570

Automatic locating the centromere on human chromosome pictures
Mehdi Moradi, Seyed Kamaledin Setarehdan, SR Ghaffari
Computer-Based Medical Systems, 2003. Proceedings. 16th IEEE Symposium, pp. 56--61