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Hamid
Soltanian-Zadeh, PhD
Senior Scientist
Radiology Image Analysis Lab.
Henry Ford Health System
One Ford Place, 2F
Detroit, MI 48202, USA
Phone: (313) 874-4482
Fax: (313) 874-4494
E-mail:
Segmentation
of hippocampus from brain MRI using dynamic contours (Amir Ghanei, 1996)
Extraction
and visualization of surfaces from 3D medical images using fuzzy set theory (Mohammadreza
Samadi-Broojeni, 1996)
2D sparse
arrays for limited-diffraction ultrasonic beams (Nariman Majdinasab, 1996)
Ultrasound
phase arrays for hyperthermia of inhomogeneous tissues (Hasan Sharifi, 1996)
Cosine
transform reconstruction of MRI (Gholamali Hoseinzadeh-Dehkordi, 1997)
A parallel
method for PET image reconstruction (Mehdi Rezaeian, 1997)
Segmentation
of normal and abnormal brain tissues in multi-parameter MRI using neural
networks (Bahram Ashjei, 1997)
Model-based
compression of pathologic color images using fractals (Abdolmajid Moosavi,
1997)
MRI noise
suppression using anisotropic diffusion filtering (Hossein Morshedzadeh, 1997)
An expert
system approach for identification of hippocampus in MRI (Mohammad-Reza
Siadat, 1997)
Optimal
nonlinear transformation for feature space analysis of brain MRI (Mahmoud
Kharrat, 1998)
Simulation
of functional imaging using MRI (Reza Alishahi-Tabriz, 1998)
Segmentation
of tag lines in tagged MRI for characterization of heart motion (Fatah
Moosazadeh-Gilandeh, 1998)
Segmentation
of liver from CT images using snakes (Abbas Babajani-Farmi, 1998)
Analysis of
MRI electromagnetic fields in the presence of human head (Abbas
Nasiraei-Moghaddam, 1998)
Optimal
linear transformation for feature space analysis of brain MRI (Saeid
Zare-Baghdadabadi, 1998)
Image
compression using fractals and vector quantization (Heshmatolah Lotfi-Azad,
1999)
An
information theoretic approach for multi-modality image registration (Hamidreza
Shariati, 1999)
Design and
construction of 2D ultrasound phase arrays for hyperthermia (Ebrahim Karami,
1999)
Segmentation
of multiple sclerosis lesions in MRI (Mousa Shamsi, 1999)
Integration
of cluster analysis with deformable models for MRI segmentation (Pooya
Valizadeh, 1999)
MRI noise
suppression using fuzzy control theory (Mohammad Nikar, 1999)
Computerized
ultrasonic system for nondestructive testing of rails (Alireza
Taimour-Ghasemabadi, 2000)
Segmentation
and characterization of vascular structures from confocal microscopy images (Seyed-Ali
Shahrokni, 2000)
Electronic
circuits for ultrasonic medical imaging using convex arrays (Armin Alidoosti,
2001)
Knowledge-based segmentation of brain MRI using a digital brain atlas (Romina
Nikookar, 2001)
Image
texture segmentation using fuzzy clustering methods (Mehdi Aghaei-Bonadkooki,
2001)
Automatic
grading of pathological images of prostate using multi-wavelets (Koorosh
Jafari-Khozani, 2001)
Nonlinear
transformation of multi-parameter MRI using neural networks trained by genetic
algorithm (Arash Mohammadi, 2001)
Localization
of brain neuronal activities using MEG and MRI (Saeid Safilian, 2001)
Independent
component analysis (ICA) of fMRI (Seyed-Ali-Mohammad Golestani, 2001)
Spectral
estimation of Doppler ultrasound signals using time-frequency distributions (Esmaeil
Nazari-Paykani, 2001)
Analysis of
MRI perfusion studies using wavelet transforms (Alireza Hesaraki, 2002)
Comparison
of magnetization transfer images with conventional MRI (Alireza Abaei, 2002)
Pre-processing of magnetic resonance spectroscopic images (Poorya Zamani,
2002)
Minimal
system for display, processing, and archival of medical images (Bahman
Tahayori, 2002)
Evaluation
measures for fMRI analysis methods (Masoud Zia-Alinasabpoor, 2002)
Fast methods
for skeletonization of 3D images of vasculature (Seyedeh-Mahnaz Maddah, 2002)
Knowledge
and model-based segmentation of brain structures (Ladan Amini, 2002)
Minimal
system for image guided brain surgery (Alireza Akhundi-Asl, 2002)
Information
theoretic methods for noise suppression (Hesan Zeinolabedin-Rafi, 2003)
Analysis of
magnetic resonance spectroscopic images for tissue characterization (Azadeh
Yazdan-Shahmorad, 2003)
Fiber
tracking using diffusion tensor images (DTI) (Kayvan Karimi-Gholpaygani, 2003)
Wavelet and
clustering based analysis of fMRI (Hesamodin Jahanian, 2003)
Design and
implementation of 3D visualization software for MRI using DVR-based methods (Dariush
Momeni, 2003)
New method
for multi-subject activation detection in fMRI (Seyed-Mohammad Shams, 2004)
Segmentation
of Hippocampus and Amygdala from brain MRI using rule-based deformable
organisms (Mohammad-Mehdi Karimi, 2004)
Segmentation
of brain MRI using multi-resolution methods (Mahmoud Zeydabadi, 2004)
Grading of
pathological images of prostate using texture features (Reza Farjam, 2004)
Multimodality decision making system for temporal lobe epilepsy surgery (Mehdi
Ghannad-Rezaei, 2005)
Atlas-based
deformable models for segmentation of brain structures in MRI (Neamatollah
Batmanghlich, 2005)
Estimation
of fractal noise model for fMRI time series (Babak Afshinpoor, 2005)
Design and
implementation of building blocks of hospital information system according to
HL7 protocol (Mohammad-Reza Sehati, 2005)
Face
detection using Gabor wavelet and multi-resolution histograms (Mehdi
Aghagholzadeh, 2006)
Comparison
of recent methods for localization of brain activations using MEG (Mehdi
Rajabioun, 2006)
Differentiation of necrosis from tumor in glioma using Diffusion Tensor MRI
(DT-MRI) and Magnetic Resonance Spectroscopic Imaging (MRSI) (Zahra Torbatian,
2006)
Segmetation
of brain structures from MRI using interacting deformable models (Payam
Bahman-Bijari, 2006)
Functional
MRI activation detection using spatial information and group of subjects
(Mohammad Soleymani, 2006)
White matter
crossing fiber tractography in DT-MRI using ICA and interpolation (Christine
Manouk Khodaverdian, 2007)
Designing
matched wavelets for feature extraction (Shirin Badiezadegan, 2007)
2007:
Received “Distinguished Professor of the Year Award” from the Ministry of
Science, Research, and Technology, Tehran, Iran.
2007:
Received “Distinguished Researcher of the Year Award” from the Iranian
Association of Electrical and Electronic Engineers (IAEEE).
2006:
Received “Best Basic Research Project Honor” from the University of Tehran,
Tehran, Iran.
2006:
Received “Best Applied Research Project Honor” from the University of Tehran,
Tehran, Iran.
2006:
Received a “Concept Award” grant from the Congressionally Directed Medical
Research Program, USA.
2006:
Received “Best Session Presentation Award” at the IEEE World Congress on
Computational Intelligence, Vancouver, Canada, July 15-21, 2006.
2005:
Received “Best Applied Research Project Honor” from the University of Tehran,
Tehran, Iran.
2004:
Received a “R01 Research Project Grant Award” grant from the National
Institutes of Health (NIH), USA.
2003: Was
recognized as an “Outstanding Researcher” by the University of Tehran, Tehran,
Iran.
2000:
Received a “Research Project Grant Award” from the National Science Foundation
(NSF), USA.
1997-2003:
Received multiple “Honorable Mention Awards” for the best poster presentation
at the SPIE Medical Imaging Conference, San Diego, CA, USA.
1993:
Received a “First Award” grant from the National Institutes of Health (NIH),
USA.
1993: Was
recognized as an “Outstanding Researcher” by the Department of Justice, USA.
1988-1992:
Honor Student (with highest GPA and most publications) during the graduate
studies in the field of Electrical Engineering: Systems, University of
Michigan, Ann Arbor, MI, USA.
1987: Honor
Student (with highest GPA) during the graduate studies in the field of
Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
1978-1986:
Honor Student (first rank) during the undergraduate and graduate studies in
the field of Electrical Engineering: Electronics, University of Tehran,
Tehran, Iran.
1978,1979:
Ranked 40 and 14, respectively, among over 112,000 participants in the
national universities entrance exam in the field of Physics and Mathematics,
Iran.
1966-1978:
Honor student (first rank) in primary, secondary, and high schools at the city
and state levels, Yazd, Iran.
Sh. Badiezadegan, H. Soltanian-Zadeh,
“Design and Evaluation of Matched Wavelets with Maximum Coding Gain and
Minimum Approximation Error Criteria for R Peak Detection in ECG,”
International Journal of Wavelets, Multiresolution, and Information Processing
(IJWMIP), in press, 2008.
M. Soleymani, G.-A. Hossein-Zadeh, H.
Soltanian-Zadeh, “Fixed and Random Effect Analysis of Multi-subject fMRI
Data Using Wavelet Transform,” Journal of Neuroscience Methods, in
press, 2008.
F. Darki, A. Ahmadian, H. Soltanian-Zadeh,
M. Zarei, M.A. Oghabian, “Evaluation of Modified Fast Marching Algorithm in
the Detection of Fiber Crossing Using Diffusion Tensor Imaging Data,”
Iranian Journal of Medical Physics, vol. 3, no. 13, pp. 1-16, 2008 (dated
winter 2007).
E. Bavafaye-Haghighi, M.J. Yazdanpanah, B.
Kalaghchi, H. Soltanian-Zadeh, “Multi-scale cancer modeling: In the
line of fast simulation and chemotherapy,” Mathematical and Computer
Modeling, online version published September 5, 2008.
B. Janic, ASM Iskander, A.M. Rad, H.
Soltanian-Zadeh, A.S. Arbab, “Effects of Ferumoxides – Protamine Sulfate
Labeling on Immunomodulatory Characteristics of Macrophage-like THP-1 Cells,”
PLoS ONE online open access journal, vol. 3, no. 6, pp. e2499:1-9, June2008.
A. Akhondi-Asl, H. Soltanian-Zadeh,
“Effect of Number of Coupled Structures on the Segmentation of Brain
Structures,” Journal of Signal Processing Systems, online version
published May 2008.
H. Hamidian, H. Soltanian-Zadeh, R.
Faraji-Dana, M. Gity, “Estimating Brain Deformation During Surgery Using
Finite Element Method: Optimization and Comparison of Two Linear Models,”
Journal of Signal Processing Systems, online version published May 2008.
A. Babajani, H. Soltanian-Zadeh, J.E.
Moran, “Integrated MEG/fMRI Model Validated Using Real Auditory Data,”
Brain Topography, online version published May 2008.
B. Afshinpour, G.A. Hossein-Zadeh, H.
Soltanian-Zadeh, “Nonparametric Trend Estimation in the Presence of
Fractal Noise: Application to fMRI Time-Series Analysis,” Journal of
Neuroscience Methods, vol. 171, no. 2, pp. 340-348, June 2008.
A. Babajani, H. Soltanian-Zadeh,
“Combined MEG and fMRI Model,” Journal of Iranian Association of Electrical
and Electronics Engineering, vol. 4, no. 2, pp. 10-33, Jan. 2008.
M.R. Siadat, H.
Soltanian-Zadeh, “Partial Volume and Distribution Estimation from
Multi-Spectral Images using Continuous Representations,” Journal of Electronic
Imaging, vol.
16, no. 4, Oct.-Dec. 2007.
A.M. Rad, B. Janic, A.S.M.
Iskander,H. Soltanian-Zadeh,
A.S. Arbab, “Measurement of Quantity of Iron in Magnetically Labeled Cells:
Comparison among Different UV/VIS Spectrometric Methods,” BioTechniques,
vol. 43, no. 5, pp. 627-636, Nov. 2007.
K. Jafari-Khouzani, H.
Soltanian-Zadeh, F. Fotouhi, J.R. Parrish, R.L. Finley Jr. “Automated
segmentation and classification of high throughput yeast assay spots,” IEEE
Transactions on Medical Imaging, vol. 26, no. 10, pp. 1401-1411, Oct. 2007
M.R. Siadat, H.
Soltanian-Zadeh, K.V. Elisevich, “Knowledge-Based Localization of
Hippocampus in Human Brain MRI,” Computers in Biology and Medicine,
vol. 37, no. 9, pp. 1342-60, Sept. 2007.
A.S. Arbab, A.M. Rad, A.S.M.
Iskander, K. Jafari-Khouzani, S.L. Brown, J.L. Churchman, G. Ding, Q. Jiang,
J.A. Frank, H. Soltanian-Zadeh, D.J. Peck, “Magnetically Labeled
Sensitized Splenocytes to Identify Glioma by MRI: A Preliminary study,”
Magnetic Resonance in Medicine, vol. 58, no.3, pp. 519-526, Aug. 2007.
S.A. Mohammadi-Rad, A.S.
Arbab, A.S.M. Iskander, Q. Jiang, H. Soltanian-Zadeh, “Quantification
of Superparamagnetic Iron Oxide (SPIO)-labeled Cells Using MRI,” Journal of
Magnetic Resonance Imaging, vol. 26, no. 2, pp. 366-74, Aug. 2007.
R. Farjam, H.
Soltanian-Zadeh, K. Jafari-Khouzani, R.A. Zoroofi, “An Image Analysis
Approach for Automatic Malignancy Determination of Prostate Pathological
Images,” Cytometry B Clin Cytom, vol. 72, no. 4, pp. 227-240, July
2007.
H. Soltanian-Zadeh,
H. Bagher-Ebadian, J.R. Ewing, P.D. Mitsias, A. Kapke, M. Lu, Q. Jiang, S.C.
Patel1, M. Chopp, “Multi-Parametric ISODATA Analysis of Ischemic Lesions Using
Pre- or Post-Gd T1 MRI,” Cerebrovascular Diseases, vol. 23, no. 2-3,
pp. 91-102, Feb, 2007.
E. Yahaghi, H.
Soltanian-Zadeh, M. Shahriari, N. Fatouraei, “Leakage from blood brain
barrier: effect of injection profile on plasma and extravascular
concentrations,” Int. J. Sci. Res., vol. 16, pp. 217-221, Dec. 2006.
M. Soleimani, A. Movafeghi,
M. H. Kargarnovin, H. Soltanian-Zadeh, “Hardware Design and
Reconstruction Results of SUT-1 EIT System,” Int. J. Sci. Res., vol.
16, pp. 297-303, Dec. 2006.
E. Yahaghi, H.
Soltanian-Zadeh, M. Shahriari, N. Fatouraee, J.R. Ewing, “Estimation of
Contrast Agent Concentration in Intra- and Extra-Vascular Spaces of Brain
Tissue” Mathematical Biosciences, vol. 204, Issue 1, pp. 102-118, Nov.
2006.
L. Amini, H.
Soltanian-Zadeh, C. Lucas, M. Gity: “Segmentation of Mid-Brain Structures
Based on Active Contours,” Iranian Journal of Biomed. Eng., vol. 2, no.
5, pp. 17-34, Nov. 2006.
A. Babajani, H.
Soltanian-Zadeh, “Integrated MEG/EEG and fMRI Model Based on Neural
Masses,” IEEE Trans. Biomed. Eng., vol. 53, no. 7, pp. 1794-1801, July
2006.
S.M. Shams, G.A.
Hossein-Zadeh, H. Soltanian-Zadeh, “Multi-Subject Activation Detection
in fMRI by Testing the Correlation of Data with a Signal Subspace,”
Magnetic Resonance Imaging, vol. 24, pp. 775-784, June 2006.
E. Yahaghi, H.
Soltanian-Zadeh, M. Shahriari, N. Fatouraee, J.R. Ewing, “Estimation of
Permeability using MRI and Simulation of Contrast agent Crossing from Abnormal
Blood Brain Barrier,” Amir-Kabir Journal, vol. 62, pp. 47-56, June
2006.
M. Mohammadzadeh, M.
Shahabadi, H. Soltanian-Zadeh, A. Tavakoli, B. Rafiae, D. Javidneia,
M.A. Oghabian. “High SNR flexible top hat monopole probe for 1.5 T MRI,”
Meas. Sci. Technol. vol. 17, pp. 1987-1994, June 2006.
G.L. Ding, Q. Jiang, L.
Li, L. Zhang, Z.G. Zhang, H. Soltanian-Zadeh, Q.J. Li, P.A. Whitton,
J.R. Ewing, M. Chopp, “Characterization of Cerebral Tissue by MRI Map ISODATA
in Embolic Stroke in Rat,” Brain Research, vol. 1084, no. 1, pp.
202-209, April 2006.
A. Babajani, M.H. Nekooei,
H. Soltanian-Zadeh, “Integrated MEG and fMRI Model: Synthesis and
Analysis,” Brain Topography, vol. 18, no. 2, pp. 101-113, Dec. 2005.
H. Soltanian-Zadeh,
A. Shahrokni, M.M. Khalighi, Z.G. Zhang, R.A. Zoroofi, M. Maddah, M. Chopp,
“3D Quantification and Visualization of Vascular Structures from Confocal
Microscopic Images Using Skeletonization and Voxel-Coding,” Computers in
Biology and Medicine, vol. 35, no. 9, pp. 791–813, Nov. 2005.
A. Movafeghi, M. H.
Kargarnovin, H. Soltanian-Zadeh, M. Taheri, F. Ghasemi, B. Rokrok, K.
Edaalati and N. Rastkhah, “Flaw Detection Improvement of Digitized Radiographs
by Morphological Transformations,” Insight (Journal of British Institute of
Non-Destructive Testing), vol. 47, no. 10, pp. 625-630, Oct. 2005.
M. Maddah, H.
Soltanian-Zadeh, A. Afzali-Kusha, A. Shahrokni, Z.G. Zhang,
“Three-Dimensional Analysis of Complex Branching Vessels in Confocal
Microscopy Images,” Computerized Medical Imaging and Graphics,
vol. 29, no. 5, pp. 487–498, Oct. 2005.
H. Jahanian,
H. Soltanian-Zadeh,G.A. Hossein-Zadeh, “fMRI Activation Detection: Fuzzy Cluster
Analysis in Wavelet and Multi-Wavelet Domains,” Journal ofMagnetic Resonance Imaging, vol. 22, no. 3, pp. 381-389, Sept. 2005.
M.R. Siadat, H. Soltanian-Zadeh, F. Fotouhi, K.V.
Elisevich: “Content-Based Image Database System for Epilepsy,” Computer Methods and
Programs in Biomedicine, vol. 79, no. 3, pp.
209-226, Sept. 2005.
P.D. Mitsias, M. Lu, B.
Silver, D. Morris, J.R. Ewing, S. Daley, C. Lewandowski, A. Katramados, N.I.
Papamitsakis, H.B. Ebadian, Q. Zhao, H. Soltanian-Zadeh, D. Hearshen,
S.C. Patel, M. Chopp. “MRI-guided, open trial of abciximab for ischemic stroke
within a 3- to 24-hour window,” Neurology, vol. 65, no. 4, pp. 612-615,
Aug. 2005.
F. Mahmoudi, J.
Shanbehzadeh, A.M. Eftekhari-Moghadam and H. Soltanian-Zadeh,
“Non-segmentation Shape-Based Image Retrieval Using – Direction Histogram of
Similar Edges,” Journal of Science, Teacher Training University, vol.
3, no. 3-4, pp. 251-270, July 2005.
K. Jafari-Khouzani, H.
Soltanian-Zadeh, “Radon Transform Orientation Estimation for Rotation
Invariant Texture Analysis,” IEEE Transactions on Pattern Analysis and
Machine Intelligence, vol. 27, no. 6, pp. 1004-8, June 2005.
K. Jafari-Khouzani, H.
Soltanian-Zadeh, “Rotation Invariant Multiresolution Texture Analysis
Using Radon and Wavelet Transforms,” IEEE Transactions on Image Processing,
vol. 14, no. 6, pp. 783-795, June 2005.
L. Li, Q. Jiang, G. Ding, L. Zhang, Z.G. Zhang, J.R. Ewing,
R.A. Knight, A. Kapke, H. Soltanian-Zadeh, M. Chopp, “Map-ISODATA
Demarcates Regional Response to Combination rt-PA and 7E3 F(ab')2 Treatment of
Embolic Stroke in the Rat,” J. Magn. Reson. Imag., vol. 21, no. 6,
pp.726-34, June 2005.
M. Lu, P.D. Mitsias, J.R. Ewing, H. Soltanian-Zadeh,
H. Bagher-Ebadian, Q. Zhao, N. Oja-Tebbe, S.C. Patel, M. Chopp, “Predicting
Final Infarct Size Using Acute and Subacute Multiparametric MRI Measurements
in Patients with Ischemic Stroke,” J. Magn. Reson. Imag., vol. 21, no.
5, pp. 495-502, May 2005.
G.A. Hossein-Zadeh, B.A.
Ardekani, H. Soltanian-Zadeh, “Linear and nonlinear modeling of the
hemodynamic system in fMRI,” International Journal of Engineering, Iranian
University of Science and Technology, vol. 16, no. 1, pp. 45-54, Feb.
2005.
P.D. Mitsias, J.R. Ewing, M.
Lu, M.M. Khalighi, M. Pasnoor, H.B. Ebadian, Q.M. Zhao, S. Santhakumar, M.A.
Jacobs, N.I.H. Papamitsakis, H. Soltanian-Zadeh, D.O. Hearshen, S.C.
Patel, M. Chopp, “Multiparametric iterative self-organizing MR imaging data
analysis technique for assessment of tissue viability in acute cerebral
ischemia. Am J Neuroradiol. vol. 25, no. 9, pp. 1499-508, Oct. 2004.
A. Movafeghi, M.H. Krgarnovin,
H. Soltanian-Zadeh, K. Edalati, B. Rokrok, A. Kermani and M. Seidi, “A
radiographic calibration method for eddy current testing of heat exchanger
tubes,” Insight (Journal of British Institute of Non-Destructive Testing),
vol. 46, no. 10, pp. 594-597, Oct. 2004.
H. Soltanian-Zadeh,
F. Rafiee-Rad, S. Pourabdollah-Nazhad, “Comparison of Multi-Wavelet, Wavelet,
Haralick, and Shape Features for Microcalcification Classification in
Mammograms,” Pattern Recognition, vol. 37, no. 10, pp. 1973-1986, Oct.
2004.
G.L. Ding, Q. Jiang, L.
Zhang, Z.G. Zhang, R.A. Knight, H. Soltanian-Zadeh, M. Lu, J.R. Ewing,
Q.J. Li, P.A. Whitton, M. Chopp, “Multiparametric ISODATA analysis of embolic
stroke and rt-PA intervention in rat,” Journal ofNeurological
Sciences, vol. 223, no. 2, pp. 135-43, Aug. 2004.
P.D. Mitsias, M. Lu, D.
Morris, B. Silver, C. Lewandowski, N.I. Papamitsakis, M.M. Khalighi, H.B.
Ebadian, Q. Zhao, H. Soltanian-Zadeh, S. Daley, D. Hearshen, J.R.
Ewing, S.C. Patel, M. Chopp. “Treatment of Acute Supratentorial Ischemic
Stroke with Abciximab Is Safe and May Result in Early Neurological
Improvement. A Preliminary Report.” Cerebrovascular Diseases, vol. 18,
no. 3, pp. 249-250, Aug. 2004.
R. Farjam, H. Soltanian-Zadeh, R.A.
Zoroofi, “Wavelet-Based Determination of Malignancy of the Pathological Images
of the Prostate,”
WSEAS Transactions on Electronics,
vol. 1, no. 3, pp. 476-481, July
2004.
M. Zeydabadi-Nejad, R.A. Zoroofi, H. Soltanian-Zadeh,
“Comparison of Three Gaussian Mixture Modeling and Spatial Encoding Methods
for Segmenting Human Brain MRI,”
WSEAS Transactions on Electronics,
vol. 1, no. 3, pp. 482-487, July
2004.
H. Jahanian, G.A.
Hossein-Zadeh, H. Soltanian-Zadeh:
“Controlling the False Positive Rate in Fuzzy Clustering Using Randomization:
Application to fMRI Activation Detection,” Magnetic Resonance Imaging,
vol. 22, pp. 631–638, June 2004.
L. Amini, H. Soltanian-Zadeh, C. Lucas, M. Gity:
“Automatic Segmentation of Thalamus from Brain MRI Integrating Fuzzy
Clustering and Dynamic Contours,” IEEE Trans. Biomed. Eng.,vol.
51, no. 5, pp. 800-811, May 2004.
A. Moahammadi, H. Soltanian-Zadeh, “Reduction of MRI
Dimensionality by Neural Network Trained Using Genetic Algorithm,” Journal
of Faculty of Engineering, University of Tehran, vol. 38, no. 1, pp.
35-49, May 2004.
A. Hessaraki, H. Soltanian-Zadeh, “Measurement of
cerebral blood flow from perfusion MRI by singular value decomposition using
smoothing spline interpolation.” Shahed Journal, vol. 43, pp. 11-23,
March 2004.
H. Soltanian-Zadeh, D.J. Peck, and D.O. Hearshen, and Renee R.
Lajiness-O'Neill: “Model-Independent Method for fMRI analysis.” IEEE
Transactions on Medical Imaging, vol. 23, no. 3, pp. 285-296, March 2004.
H. Bagher-Ebadian, H. Soltanian-Zadeh, S. Setayeshi,
S.T. Smith: “Neural Network and Fuzzy Clustering Approach for Automatic
Diagnosis of Coronary Artery Disease in Nuclear Medicine,” IEEE
Transactions on Nuclear Science, vol. 51, no. 1, pp. 184-192, Feb. 2004.
N. Asadi, S.K. Setarehdan, H. Soltanian-Zadeh, “A
Novel Hybrid Pulse-Coded Excitation Scheme to Improve Signal to Noise Ratio in
Ultrasound Imaging,” International Journal of WSEAS Transactions on Biology
and Biomedicine, vol. 1, no. 1, pp. 126-130, Jan. 2004.
M. Maddah, H. Soltanian-Zadeh, A. Afzali-Kusha:
“Snake modeling and distance transform approach to vascular centerline
extraction and quantification,” Computerized Medical Imaging and Graphics,
vol. 27, no. 6, pp. 503-512, Nov.-Dec. 2003.
A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi, H.
Soltanian-Zadeh, “Image Retrieval Based on Index Compressed Vector
Quantization,”Pattern Recognition,
vol. 36, no. 11,
pp. 2635-2647, Nov. 2003.
G.A. Hossein-Zadeh,B.A. Ardekani, H.
Soltanian-Zadeh: “A Signal Subspace Approach for Modeling the Hemodynamic
Response Function in fMRI,” Magnetic Resonance Imaging, vol. 21, no. 8,
pp. 835–843, Oct. 2003.
F. Mahmoudi, J. Shanbehzadeh, A.M.
Eftekhari-Moghadam, H. Soltanian-Zadeh, “Image Retrieval Based on Shape
Similarity by Edge Orientation Autocorrelogram,” Pattern Recognition,
vol. 36, no. 8, pp. 1725-1736, Aug. 2003.
G.A. Hossein-Zadeh,B.A. Ardekani, H.
Soltanian-Zadeh: “Activation Detection in fMRI Using a Maximum Energy Ratio Statistic
Obtained by Adaptive Spatial Filtering,” IEEE Transactions on Medical
Imaging, vol. 22, no. 7, pp. 795-805, July 2003.
K. Jafari-Khouzani, H. Soltanian-Zadeh: “Multiwavelet
Grading of Pathological Images of Prostate,” IEEE Transactions on
Biomedical Engineering, vol. 50, no. 6, pp. 697-704, June 2003.
E. Karami, H. Soltanian-Zadeh, M. Kameraei, “Design
and Implementation of Ultrasound Hyperthermia System for Cancer Treatment.”
Journal of Faculty of Engineering at University of Tehran, vol. 37, no. 1,
pp. 517-526, June 2003.
E. Fatemi-Zadeh, C. Lucas, H. Soltanian-Zadeh:
“Automatic Landmark Extraction from Image Data Using Modified Growing Neural
Gas Network,” IEEE Trans. Info. Tech. Biomed., vol. 7, no. 2, pp.
77-85, June 2003.
D.C. Morris, T. Yeich, M.M. Khalighi, H. Soltanian-Zadeh,
Z.G. Zhang, M. Chopp: “Microvascular structure after embolic focal cerebral
ischemia in the rat.” Brain Research, vol. 972, no. 1-2, pp. 31-37,
May 2003.
H. Soltanian-Zadeh,
M. Pasnoor, R. Hammoud, M.A. Jacobs, S.C. Patel, P.D. Mitsias, R. Knight, Z.G.
Zheng, M. Lu, M. Chopp: “MRI Tissue Characterization of Experimental Cerebral
Ischemia in Rat,” J. Magn. Reson. Imag., vol. 17, no. 4, pp. 398–409,
April 2003.
G.A. Hossein-Zadeh, H. Soltanian-Zadeh, B.A. Ardekani:
“Multi-Resolution fMRI Activation Detection Using Translation Invariant
Wavelet Transform and Statistical Analysis Based on Resampling,” IEEE
Transactions on Medical Imaging, vol. 22, no. 3, pp. 302-314, March 2003.
M. Maddah, A. Afzali-Kusha, H. Soltanian-Zadeh:
“Efficient Center-line Extraction for Quantification of Vessels in Confocal
Microscopy Images,” Medical Physics, vol. 30, no. 2, pp. 204-211, Feb.
2003.
P.D. Mitsias, R. Hammoud, M. Pasnoor, M.A. Jacobs, S.
Santhakumar, N.I.H. Papamitsakis, H. Soltanian-Zadeh, M. Lu, M. Chopp,
S.C. Patel: “Multiparametric MRI ISODATA ischemic lesion analysis: Correlation
with the clinical neurological deficit and single parameter MRI techniques,”
Stroke, vol.
33, no. 12, pp.
2839-2844, Dec.
2002.
A. Ghanei, H. Soltanian-Zadeh: “A Discrete
Curvature-Based Deformable Surface Model with Application to Segmentation of
Volumetric Images.” IEEE Trans. Info. Tech. Biomed., vol. 6, no. 4, pp.
285-295, Dec. 2002.
A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi, H.
Soltanian-Zadeh, “The Effect of Correlation in IC-VQ Based Image
Indexing,” Intl. Journal of Engineering
Science, Iran University of Science and Technology, Vol. 13, No.
4, pp. 73-88, Dec. 2002.
F. Mahmoudi, J. Shanbehzadeh, A.M. Eftekhari-Moghadam, H.
Soltanian-Zadeh, “A shape Based Image Retrieval Scheme Using Edges
Correlation,” Amirkabir Journal, Amirkabir University, Tehran, Iran,
Vol. 13, No. 52, pp. 688-703, fall 2002.
A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi, H.
Soltanian-Zadeh, “Image Retrieval and Indexing Based on the Genealogical
Relation of TSVQ Indies,” Amirkabir Journal, Amirkabir University,
Tehran, Iran, Vol. 13, No. 52, pp. 640-655, fall 2002.
A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi, H.
Soltanian-Zadeh, “IC-VQ Based Image Indexing Using Contiguous Regions
histogram,” Journal of Faculty of Engineering of Tabriz University,
Vol. 28, No. 1, pp. 11-18, Spring and Summer 2002.
E. Fatemi-Zadeh, C. Lucas, H. Soltanian-Zadeh, M.R.
Hashemi-Golpayegani, “Local Transformation of Medical Images Using Voronoi
Images.” Modarres Journal of Medical Sciences, vol. 5, no. 1, pp.
101-113, June 2002.
B. Tahayori, H. Soltanian-Zadeh, and R. A. Zoroofi, “A
PC Based PACS Display Workstation with a Language Transparent Interface,”
Journal of Digital Imaging, vol. 15, Suppl. 1, pp. 206-209, 2002.
Z.G. Zhang, L. Zhang, W. Tsang, H. Soltanian-Zadeh, D.
Morris, R. Zhang, A. Goussev, C. Powers, T. Yeich, M. Chopp: “Correlation of
VEGF and Angiopoietin Expression with Disruption of Blood-Brain Barrier and
Angiogenesis After Focal Cerebral Ischemia,” J. Cerebral Blood Flow and
Metabolism, vol. 22, no. 4, pp. 379-392, April 2002.
E. Fatemi-Zadeh, C. Lucas, H. Soltanian-Zadeh, M.R.
Hashemi-Golpayegani, “Sensitivity Analysis of Landmarks in Medical Image
Registration.” Shaahed Daaneshvar Journal, vol. 9, no. 37, pp. 33-46,
March 2002.
H. Soltanian-Zadeh and D.J. Peck: “Feature Space Analysis: Effects of MRI
Protocols.” Medical Physics, vol. 28, no. 11, pp. 2344-2351, Nov. 2001.
A. Ghanei, H. Soltanian-Zadeh, A. Ratkewics, F. Yin:
“A 3D Deformable Model for Segmentation of Human Prostate from Ultrasonic
Images.” Medical Physics, vol. 28, no. 10, pp. 2147-2153, Oct. 2001.
A. Olfat and H. Soltanian-Zadeh: “A Neural Network
Approach to Magnitude Retrieval.” Signal Processing, vol. 81/9 pp.
1879-1888, Aug. 2001.
M.A. Jacobs, Z.G. Zhang, R.A. Knight, H. Soltanian-Zadeh,
A.V. Goussev, D.J. Peck, M. Chopp: “A Model for Multi-parameteric MRI Tissue
Characterization in Exprimental Cerebral Ischemia With Histological Validation
in Rat: Part 1.” Stroke, vol. 32, pp. 943-949, April 2001.
M.A. Jacobs, P. Mitsias, H. Soltanian-Zadeh, S.
Santhakumar, A. Ghanei, R. Hammond, D.J. Peck, M. Chopp, S. Patel,
“Multiparametric MRI Tissue Characterization in Clinical Storke With
Correlation Clinical Outcome: Part 2.” Stroke, vol.32, pp.950-957,
April 2001.
A. Ghanei, H. Soltanian-Zadeh, M. Jacobs, S. Patel,
“Boundary-based Warping of Brain MR Images,” Journal of Magnetic Resonance
Imaging”, vol. 12, no. 3, pp. 417-429, Sept. 2000.
M.R. Siadat, H. Soltanian-Zadeh, “Localization of
Hippocampus in Human Brain MRI Using an Expert System.” Journal of Faculty
of Engineering at University of Tehran, vol. 34, no. 1, pp. 9-23, June
2000.
M.A. Jacobs, R.A. Knight, H. Soltanian-Zadeh, Z.G.
Zheng, A.V. Goussev, D.J. Peck, J.P. Windham, M. Chopp: “Unsupervised
Segmentation of Multi-parameter MRI in Experimental Cerebral Ischemia with
Comparison to T2, Diffusion, and ADC MRI Parameters and Histopathological
Validation.” Journal of Magnetic Resonance Imaging, vol. 11, pp.
425-437, April 2000.
H. Soltanian-Zadeh, J.P. Windham: “Letter to the Editor: Optimal Partial Volume
Estimation in MRI.” Magn. Reson. Med., vol. 42, no. 3, pp. 612-614,
Sept. 1999.
M.A. Jacobs, J.P. Windham, H. Soltanian-Zadeh, D.J.
Peck, R.A. Knight: “Registration and Warping of Magnetic Resonance Images to
Histological Sections.” Medical Physics, vol. 26, no. 8, pp. 1568-1578,
Aug. 1999.
M.A. Jacobs, R.A. Knight, J.P. Windham, Z.G. Zheng, H.
Soltanian-Zadeh, A.V. Goussev, D.J. Peck, M. Chopp: “Identification of
Cerebral Ischemic Lesions in Rat Using Eigenimage Filtered Magnetic Resonance
Images.” Brain Research, vol. 837, pp. 83-94, Aug. 1999.
H. Soltanian-Zadeh, J.P. Windham: “Comments on Partial-Volume Bayesian
Classification of Material Mixtures in MR Volume Data Using Voxel Histograms,”
IEEE Trans. Med. Imag., vol. 17, no. 6, pp. 1094, Dec. 1998.
H. Soltanian-Zadeh, J.P. Windham, D.J. Peck, and T. Mikkelsen: “Feature Space
Analysis of MRI.” Magn. Reson. Med., vol. 40, pp. 443-453, Sept. 1998.
V. Nagesh, K.M.A. Welch, J.P. Windham, S. Patel, S.R. Levine,
D.O. Hearshen, D.J. Peck, K.J. Robbins, L. D'Olhaberriague, H.
Soltanian-Zadeh, and M.D. Boska: “Time Course of ADCw Changes in Ischemic
Stroke: Beyond the Human Eye!,” Stroke, vol. 29, pp. 1778- 1782, Sept.
1998.
A. Ghanei, H. Soltanian-Zadeh, and J.P. Windham:
“Segmentation of Hippocampus from Brain MRI Using Deformable Contours.”
Computerized Medical Imaging and Graphics, vol. 22, no. 3, pp. 203-216,
May-June 1998.
H. Soltanian-Zadeh, D.J. Peck, J.P. Windham, and T. Mikkelsen: “Brain Tumor
Segmentation and Characterization by Pattern Analysis of Multispectral NMR
Images.” NMR in Biomedicine: Themed Issue Pattern Recognition Analysis of
MR Data, vol. 11, no. 4/5, pp. 201-208, June-Aug. 1998.
A. Ghanei, H. Soltanian-Zadeh, and J.P. Windham: “A 3D
Deformable Surface Model for Segmentation of Objects from Volumetric Data in
Medical Images.” Computers in Biology and Medicine, vol. 28, no. 3, pp.
239-253, May 1998.
H. Soltanian-Zadeh and J.P. Windham: “A Multi-resolution Approach for
Intracranial Volume Segmentation from Brain Images.” Medical Physics,
vol. 24, no. 12, pp. 1844-1853, Dec. 1997.
D.J. Peck, J.P. Windham, L. Emery, H. Soltanian-Zadeh,
D.O. Hearshen, and T. Mikkelsen: “Cerebral Tumor Volume Calculations Using
Planimetric and Eigenimage Analysis.” Medical Physics, vol. 23, no. 12,
pp. 2035-2042, Dec. 1996.
H. Soltanian-Zadeh, J.P. Windham, and D.J. Peck: “Optimal Linear Transformation
for MRI Feature Extraction.” IEEE Trans. Med. Imag., vol. 15, no. 6,
pp. 749-767, Dec. 1996.
H. Soltanian-Zadeh, J.P. Windham, and A.E. Yagle: “A Multidimensional Nonlinear
Edge-Preserving Filter for Magnetic Resonance Image Restoration.” IEEE
Trans. Imag. Proc., vol. 14, No. 2, pp. 147-161, Feb. 1995.
H. Soltanian-Zadeh and J.P. Windham: “Letter to the Editor: Mathematical Basis
of Eigenimage Filtering.” Magn. Reson. Med., vol. 31, no. 4, pp.
465-466, Apr. 1994.
H. Soltanian-Zadeh, R. Saigal, J.P. Windham, A.E. Yagle, and D.O. Hearshen:
“Optimization of MRI Protocols and Pulse Sequence Parameters for Eigenimage
Filtering.” IEEE Trans. Med. Imag., vol. 13, no. 1, pp. 161-175, March
1994.
H. Soltanian-Zadeh, J.P. Windham, and A.E. Yagle: “Optimal Transformation for
Correcting Partial Volume Averaging Effects in Magnetic Resonance Imaging.”
IEEE Trans. Nuc. Sci., vol. 40, No. 4, pp. 1204-1212, Aug. 1993.
H. Soltanian-Zadeh and A.E. Yagle: “A Fast Algorithm for Extrapolation of
Discrete-Time Periodic Band-Limited Signals.” Signal Processing, vol.
33, no. 2, pp. 183-196, Aug. 1993.
H. Soltanian-Zadeh, J.P. Windham, D.J. Peck, and A.E. Yagle: “A Comparative
Analysis of Several Transformations for Enhancement and Segmentation of
Magnetic Resonance Image Scene Sequences.” IEEE Trans. Med. Imag., vol.
11, no. 3, pp. 302-318, Sept. 1992.
D.J. Peck, J.P. Windham, H. Soltanian-Zadeh, and J.R.
Roebuck: “A Fast and Accurate Algorithm for Volume Determination in MRI.”
Medical Physics, vol. 19, no. 3, pp. 599-605, June 1992.
H. Soltanian-Zadeh and J.P. Windham: “Novel and General Approach to Linear
Filter Design for CNR Enhancement of MR Images with Multiple Interfering
Features in the Scene.” Journal of Electronic Imaging, vol. 1, no. 2,
pp. 171-182, April 1992.
H. Soltanian-Zadeh, J.P. Windham, and J.M. Jenkins: “Error Propagation in
Eigenimage Filtering.” IEEE Trans. Med. Imag., vol. 9, no. 4, pp.
405-420, Dec. 1990.
H. Soltanian-Zadeh and K.V.
Elisevich, “Hippocampus.” in Encyclopedia of Biomedical Engineering,
M. Akay (Ed), John Wiley & Sons, Inc., Hoboken, New Jersey, April 2006.
H. Soltanian-Zadeh and J.P.
Windham, "Chapter 12: Optimal Processing of Brain MRI," Image Processing
Techniques for Tumor Detection,
R.N. Strickland (Eds),
Optical Engineering Series, Marcel Dekker
Inc., New York, NY, 2002.
H. Soltanian-Zadeh, "Chapter 10:
Feature Space Analysis of MRI," Signal Processing for MRI and MRS,
B H. Yan (Eds), Biomedical Engineering Series, Marcel Dekker Inc., New York, NY, 2002.
P. Stanchev, F. Fotouhi, M.
Siadat, and H. Soltanian-Zadeh, “Chapter 7: Medical Multimedia and
Multimodality Databases,” in Multimedia Mining - A High Way to Intelligent
Multimedia Documents, D. Djeraba (Eds), Kluwer Accademic Publishers, 2002.
M. Gheiratmand, H. Soltanian-Zadeh, H. Khaloozadeh, “Towards
an Inclusive Model of Visual Cortex, Presented
at and Published in the Proceedings of the
8th IEEE International Conference on BioInformatics and BioEngineering
(IEEE BIBE 2008), Athens, Greece, Oct. 8-10, 2008.
L. Amini, R. Sameni, C. Jutten, G.A. Hossein-Zadeh, H.
Soltanian-Zadeh, “MR Artifact Reduction in the Simultaneous
Acquisition of EEG and fMRI of Epileptic Patients,” Presented
at and Published in the Proceedings of the
2008 European Signal Processing Conference (EUSIPCO-2008), Lausanne,
Switzerland, Aug. 25-29, 2008.
H. Hamidian, H. Soltanian-Zadeh, R. Faraji-Dana, M. Gity,
“Estimating Brain Deformation During Surgery Using Finite Element Method:
Comparison of Two Linear Models,”
Presented at and Published in the Proceedings of the 22nd International
Congress and Exhibition of Computer Assisted Radiology and Surgery
(CARS’2008), Barcelona, Spain, June 25-28, 2008.
M. Shaker, H. Soltanian-Zadeh,
“Atlas-Based Segmentation of Brain Structures in Temporal Lobe Epilepsy
Using Optimized Voxel-Based Morphometry,”
Presented at and Published in the 22nd International Congress
and Exhibition of Computer Assisted Radiology and Surgery (CARS’2008),
Barcelona, Spain, June 25-28, 2008.
H. Hamidian, H. Soltanian-Zadeh, R. Faraji-Dana, M. Gity,
“Comparison of Two Linear Models for Estimating Brain Deformation during
Surgery Using Finite Element Method,” Presented at and Published in the
Proceedings of the 2008 IEEE World Congress on Computational
Intelligence (WCCI 2008), Hong Kong, June 1-6, 2008.
A. Akhondi-Asl, H. Soltanian-Zadeh,
“Constrained Optimization of Nonparametric
Entropy-Based Segmentation of Brain Structures,” Presented at and
Published in the Proceedings of the 5th IEEE International
Symposium on Biomedical Imaging: From Nano to Macro (ISBI’08), Paris,
France, May 14-17, 2008, pp. 41-44.
E. Davoodi-Bojd, H. Soltanian-Zadeh, “Atlas Based
Segmentation of White Matter Fiber Bundles in DT-MRI Using Fractional
Anisotropy and Principal Eigenvectors,” Presented at and Published in the
Proceedings of the 5th IEEE International Symposium on
Biomedical Imaging: From Nano to Macro (ISBI’08), Paris, France, May
14-17, 2008, pp. 879-882.
A. Akhondi-Asl, H. Soltanian-Zadeh,
“Effect of the Number of Coupled Structures on the Segmentation of Brain
Structures from MRI,” Presented at and Published in the Proceedings of the
16th Iranian Conference on Elec. Eng. (ICEE’08), Tehran, Iran, May
13-15, 2008.
M. Pourahmadi, H. Soltanian-Zadeh,
“Speech Enhancement Using Combination of Blind Source Separation and
Kalman Filtering,” Presented at and Published in the Proceedings of the
16th Iranian Conference on Elec. Eng. (ICEE’08), Tehran, Iran, May
13-15, 2008.
E. Yahaghi, H. Soltanian-Zadeh,
“Evaluation of Intracellular Water Exchange on MRI Relaxation Time Using
Lee Model,” Presented at and Published in the Proceedings of the 16th
Iranian Conference on Elec. Eng. (ICEE’08), Tehran, Iran, May 13-15,
2008.
H. Banizaman, H. Soltanian-Zadeh,
“Adaptive Traffic Prediction in Self-Sizing Networks Using Wavelets,”
Presented at and Published in the Proceedings of the 16th Iranian
Conference on Elec. Eng. (ICEE’08), Tehran, Iran, May 13-15, 2008.
M. Shaker, H. Soltanian-Zadeh,
“Automatic Segmentation of Brain Structures from MRI Integrating
Atlas-Based Labeling and Level Set Method,”
Presented at and Published in the Proceedings of the 21st
Canadian Conference on Electrical and Computer Engineering,Niagara Falls, Ontario, Canada, May 5-7,
2008, pp. 1755-1758.
H. Jahanian, A. Yazdan-Shahmorad, H.
Soltanian-Zadeh, “4D Wavelet Noise Suppression of MR Diffusion Tensor
Data,” Presented at and Published in the
Proceedings of theIEEE International Conference on Acoustics,
Speech, and Signal Processing (ICASSP’2008), Las Vegas, Nevada, USA,
March 30-April 4, 2008.
M. Shaker, H. Soltanian-Zadeh,
“Voxel-Based Morphometric Study of Brain Regions from Magnetic Resonance
Images in Temporal Lobe Epilepsy,” Presented at
and Published in the Proceedings of the2008 IEEE Southwest
Symposium on Image Analysis and Interpretation (SSIAI’2008), Santa Fe,
New Mexico, USA, March 24-26, 2008, pp. 209-212.
H. Hamidian, H. Soltanian-Zadeh, R. Faraji-Dana, M. Gity,
“Optimization of Two Linear Models for Estimating Brain Deformation During
Surgery Using Finite Element Method,” Presented at and Published in the
Proceedings of the 2008 International Workshop on Signal Processing and
its Applications (WOSPA’2008), United Arab Emirate, March 18-20, 2008.
H. Hamidian, H. Soltanian-Zadeh, A. Akhondi-Asl, R. Faraji-Dana,
“Comparison of Linear and Nonlinear Models for Estimating Brain
Deformation Using Finite Element Method,” Presented at and Published in the
Proceedings of the 13th International CSI
Computer Conference (ICSICC’2008),
Kish Island, Iran, March 9-11, 2008.
H. Banizaman, H. Soltanian-Zadeh, “A Novel Approach in
Adaptive Traffic Prediction in Self-Sizing Networks Using Wavelets,”
Presented at and Published in the
Proceedings of the 13th International CSI
Computer Conference (ICSICC’2008),
Kish Island, Iran, March 9-11, 2008.
E. Davoodi, H. Soltanian-Zadeh, “Grid Based Registration of
Diffusion Tensor Images Using Least Square Support Vector Machines,”
Presented at and Published in the
Proceedings of the 13th International CSI
Computer Conference (ICSICC’2008),
Kish Island, Iran, March 9-11, 2008.
A. Pourmorteza, S.H. Reza-Tofighi, A. Roodaki, A. Yazdani, H.
Soltanian-Zadeh, “Context-Dependent Segmentation of Retinal Blood
Vessels Using Hidden Markov Models,” Presented at and Published in the
Proceedings of the 13th International CSI
Computer Conference (ICSICC’2008),
Kish Island, Iran, March 9-11, 2008.
A. Babajani-Feremi, H. Soltanian-Zadeh,
J. Moran, “Validation of Proposed Integrated MEG and fMRI Model Using Real
Data,” Presented at and Published in the Proceedings of the 14th
Iranian Conference on Biomedical Engineering (ICBME’08), Tehran, Iran,
Feb. 13-14, 2008.
P. Zamani, B. Williams, H.
Soltanian-Zadeh, F. Bahrami, “Extracting Motion Primitives from
Persian Handwriting Data,” Presented at and Published in the Proceedings
of the 14th Iranian Conference on Biomedical Engineering (ICBME’08),
Tehran, Iran, Feb. 13-14, 2008.
A.R. Mohammadi-Nejad, G.A. Hossein-Zadeh,
H. Soltanian-Zadeh, “Evaluating Effects of Imaging Parameters on
Single Cell Detection in Molecular MRI via Simulation,” Presented at and
Published in the Proceedings of the 2007 IEEE International Conference
on Signal Processing and Communications, Dubai, United Arab Emirates
Nov. 24-27, 2007. pp. 588-591.
A. Eetemadi, M.-R. Siadat, H.
Soltanian-Zadeh, F. Fotouhi, K.V. Elisevich, “Content-Based Support
Environment (C-BASE): Data Preparation and Similarity Measurement,”
Presented at and Published in the Proceedings of the Seventh IEEE
International Conference on Data Mining (ICDM'07), Omaha, NE, USA,
October 28-31, 2007. pp. 145-150.
M.-R. Siadat, H. Soltanian-Zadeh,
F. Fotouhi, A. Eetemadi, K.V. Elisevich, “Data Modeling for Content-Based
Support Environment (C-BASE): Application on Epilepsy Data Mining,”
Presented at and Published in the Proceedings of the Seventh IEEE
International Conference on Data Mining (ICDM'07), Omaha, NE, USA,
October 28-31, 2007. pp. 181-186.
A.-R. Mohammadi-Nejad, G.-A. Hossein-Zadeh,
H. Soltanian-Zadeh, “Evaluating Bold Sensitivity Using a Realistic
MRI Simulator,” Presented at and Published in the Proceedings of the
2007 Joint Meeting of the 6th International Symposium on Noninvasive
Functional Source Imaging of the Brain and Heart and the International
Conference on Functional Biomedical Imaging (NFSI & ICFBI), Hangzhou,
China, Oct. 12-14, 2007, pp. 268-271.
M. Aghagolzadeh, H. Soltanian-Zadeh,
B. Araabi, A. Aghagolzadeh, “A Hierarchical Clustering Based on Mutual
Information Maximization,” Presented at and Published in the Proceedings
of the 2007 International Conference on Image Processing (ICIP'07),
San Antonio, TX, USA, Sept. 16-19, 2007, pp. I-277-280.
F. Dargi, M.A. Oghabian, A. Ahmadian,
H. Soltanian-Zadeh, M. Zarei, A. Boroomand, “Modified Fast Marching
Tractography Algorithm and Its Ability to Detect Fiber Crossing,”
Presented and Published in the Proceedings of the 29th IEEE EMBS Annual
International Conference, Lyon, France, Aug. 23-26, 2007.
Sh. Badizadegan, H. Soltanian-Zadeh,
“Designing Matched Wavelets with the Maximum Coding Gain Criterion for R
Peak Detection in ECG Signal,” Presented at and Published in the
Proceedings of the 15th Iranian Conference on Elec. Eng. (ICEE’07),
Tehran, Iran, May 15-17, 2007.
M. Ghannad-Rezaie, K. Jafari-Khouzani,
H. Soltanian-Zadeh, “Recovery Limitations of MEG Source Localization
Model for Epilepsy,” Presented at and Published in the Proceedings of the
IEEE International Symposium on Biomedical Imaging: From Nano to Macro
(ISBI’07), Arlington, Virginia, April 12-15, 2007.
A. Yazdan-Shahmorad, H. Jahanian, S.
Patel, H. Soltanian-Zadeh, “Automatic Brain Tumor Segmentation
Using Tissue Diffisivity Characteristics,” Presented at and Published in
the Proceedings of the IEEE International Symposium on Biomedical
Imaging: From Nano to Macro (ISBI’07), Arlington, Virginia, April
12-15, 2007.
A. Akhoundi-Asl, H. Soltamian-Zadeh,
“Nonparametric Entropy-Based Coupled Multi-Shape Medical Image
Segmentation,” Presented at and Published in the Proceedings of the
IEEE International Symposium on Biomedical Imaging: From Nano to Macro
(ISBI’07), Arlington, Virginia, April 12-15, 2007.
9. Ch. Khodaverdian, H. Soltanian-Zadeh,
“Fast Independent Component Analysis and Tensor Deflection for Estimating
Multiple Fibers per Voxel,” Presented at and Published in the Proceedings
of Proceedings of the 12th Annual Conference of Iran Computer Society
(CSICC’2007), Tehran, Iran, Feb. 20-22, 2007.
Ch. Khodaverdian, H. Soltanian-Zadeh,
“Estimation of Multiple Fibers per Voxel Using Fast Independent Component
Analysis,” To be Presented at and Published in the Proceedings of the
13th Iranian Conference on Biomedical Engineering (ICBME’07), Tehran,
Iran, Feb 20-22, 2007.
S.E. Mahmoudi, V. Taimouri, A.H. Simjour,
Sh. Faghi-Rouhi, N. Asadi, M.R. Nazem-Zadeh, M.R. Sehati, A. Akhundi-Asl,
G.A. Hosein-Zadeh, H. Soltanian-Zadeh, “Web-Based Software for 2D
and 3D Processing and Display of Medical Images,” To be Presented at and
Published in the Proceedings of the 13th Iranian Conference on
Biomedical Engineering (ICBME’07), Tehran, Iran, Feb 20-22, 2007.
P. Bahman-Bijari, A. Akhundi-Asl, H.
Soltanian-Zadeh, “Coupled Object Segmentation Using Entropy and Fuzzy
Characteristics of Tissues,” To be Presented at and Published in the
Proceedings of the 13th Iranian Conference on Biomedical Engineering
(ICBME’07), Tehran, Iran, Feb 20-22, 2007.
Z.Torbatian, H. Soltanian-Zadeh,
“Extraction of Magnetic Resonance Spectroscopic Imaging (MRSI)
Characteristic Using Wavelet Transform,” To be Presented at and Published
in the Proceedings of the 13th Iranian Conference on Biomedical
Engineering (ICBME’07), Tehran, Iran, Feb 20-22, 2007.
S. Badizadegan, H. Soltanian-Zadeh,
“Designing Matched Wavelets for R Peak Detection in ECG Signal,” Presented
at and Published in the Proceedings of the Third Cairo International
Biomedical Engineering Conference (CIBEC'06), Cairo, Egypt, Dec.
21-24, 2006.
Z.Torbatian, H. Soltanian-Zadeh,
“MR Spectroscopy Guided Brain Tumor Detection and Evaluation Using Fuzzy
Clustering,” Presented at and Published in the Proceedings of the Third
Cairo International Biomedical Engineering Conference (CIBEC'06),
Cairo, Egypt, Dec. 21-24, 2006.
L. Amini, H. Soltanian-Zadeh, E.
Fatemi-Zadeh, G.A. Hossein-Zadeh, “Automatic Landmark Generation for
Nonlinear Registration of Anatomical and Functional Brain MRI,” Presented
at and Published in the Proceedings of the Third Cairo International
Biomedical Engineering Conference (CIBEC'06), Cairo, Egypt, Dec.
21-24, 2006.
Ch. Khodaverdian, H. Soltanian-Zadeh,
“DTI Crossing Fibers Estimation Using Fast Independent Component
Analysis,” Presented at and Published in the Proceedings of the Third
Cairo International Biomedical Engineering Conference (CIBEC'06),
Cairo, Egypt, Dec. 21-24, 2006.
F. Dargi, M.A. Oghabian, A. Ahmadian,
H. Soltanian-Zadeh, M. Zarei, “Diffusion Tensor Digital Phantom for
Crossing Fiber Detection,” Presented at and published in the Proceedings
of the Fourth Iranian Conference on Machine Vision and Image Processing
(MVIP’2007), Mashhad, Iran, Feb. 14-15, 2007.
S.M. Hosseini, B. Najar-Araabi, H.
Soltanian-Zadeh, “Classification of Iris Color Images Using Hue
Co-occurrence Matrix: A Step Towards Robust Human Identification,”
Presented at and published in the Proceedings of the Fourth Iranian
Conference on Machine Vision and Image Processing (MVIP’2007),
Mashhad, Iran, Feb. 14-15, 2007.
P. Bahmanbijari, A. Akhoundi-Asl, H.
Soltanian-Zadeh, “Interactive Coupled Object Segmentation Using
Symmetry and Distance Constraints,” Presented at and Published in the
Proceedings of the Third Cairo International Biomedical Engineering
Conference (CIBEC'06), Cairo, Egypt, Dec. 21-24, 2006.
M. Aghagolzadeh, H. Soltanian-Zadeh,
B. N. Araabi, and A. Aghagolzadeh, “Finding the Number of Clusters in a
Dataset Using an Information Theoretic Hierarchical Algorithm,” Presented
at and Published in the Proceedings of the 13th IEEE International
Conference on Electronics, Circuits and Systems (IEEE ICECS), Nice,
France, Dec. 10-13, 2006.
M. Aghagolzadeh, H. Soltanian-Zadeh,
B.N. Araabi, “Multiscale Face Detection: A New Approach to Robust Face
Detection,” Presented at and Published in the Proceedings of the IEEE
World Congress on Computational Intelligence, Vancouver, Canada, July
15-21, 2006.
A. Mehrtash, Sh. Vahdat, H.
Soltanian-Zadeh, “Fuzzy Edge Preserving Smoothing Filter Using Robust
Region Growing,” Presented at and Published in the Proceedings of the
IEEE World Congress on Computational Intelligence, Vancouver, Canada,
July 15-21, 2006. Received Best Session Presentation Award.
M. Ghannad-Rezaie, H. Soltanian-Zadeh,
M.-R. Siadat, K.V. Elisevich, “Medical Data Mining using Particle Swarm
Optimization for Temporal Lobe Epilepsy,” Presented at and Published in
the Proceedings of the IEEE World Congress on Computational
Intelligence, Vancouver, Canada, July 15-21, 2006.
V. Taimouri, G.A. Hossein-Zadeh, H.
Soltanian-Zadeh, “Spatially Adaptive Kernels for Adaptive Spatial
Filtering of fMRI Data,” Presented at and Published in the Proceedings of
the IEEE World Congress on Computational Intelligence, Vancouver,
Canada, July 15-21, 2006.
M. Soleymani, G.A. Hossein-Zadeh, H.
Soltanian-Zadeh, “Fixed and Random Effect Analysis of Multi-subject
Spatial Activation Maps in Wavelet Domain,” Presented at and Published in
the Proceedings of the IEEE World Congress on Computational
Intelligence, Vancouver, Canada, July 15-21, 2006.
H. Fatemi-Shariatpanahi, N. Batmanghelich,
A.R.M. Kermani, M. Nili-Ahmadabadi, H. Soltanian-Zadeh,
“Distributed Behavior-based Multi-agent System for Automatic Segmentation
of Brain MR Images,” Presented at and Published in the Proceedings of the
IEEE World Congress on Computational Intelligence, Vancouver,
Canada, July 15-21, 2006.
P.B. Bijari, A.R. Akhoundi-Asl,
H. Soltanian-Zadeh, “Refinement of Active Contour Based Thalamus
Segmentation Using Genetic Algorithm,” Presented at and Published in the
Proceedings of the 7th Annual Research Congress of Iranian Medical
Sciences Students, Tehran,
Iran, May 30-June 1, 2006. pp.
434-436.
Z. Torbatian, H. Soltanian-Zadeh,
“DT-MRI Noise Reduction Based on 2D Anisotropic Diffusion Filtering,”
Presented at and Published in the Proceedings of the 7th Annual
Research Congress of Iranian Medical Sciences Students,
Tehran, Iran, May 30-June 1, 2006.
pp. 430-431.
S. Badizadegan, H. Soltanian-Zadeh,
“R Peak Detection in ECG Signal Using Matched Wavelets,” Presented at and
Published in the Proceedings of the 7th Annual Research Congress of
Iranian Medical Sciences Students,
Tehran, Iran, May 30-June 1, 2006.
pp. 428-429.
A. Babajani, H. Soltanian-Zadeh,
“Using Real MEG and fMRI Data for Parameter Estimation of the Integrated
Model,” Presented at and Published in the Proceedings of the 14th Iranian Conference on Elec. Eng.
(ICEE’06), Tehran, Iran, May
16-18, 2006.
M. Rajabioun, A. Babajani, H.
Soltanian-Zadeh, “New Weighting Method for Reducing Noise Sensitivity
of MEG Inverse Problem,” Presented at and Published in the Proceedings of
the 14th Iranian
Conference on Elec. Eng. (ICEE’06),
Tehran, Iran, May 16-18, 2006.
P.B. Bijari, A.R. Akhoundi-Asl,
H. Soltanian-Zadeh, “Thalamus Segmentation in MRI Using Region and
Gradient Information in Level sets,” Presented at and Published in the
Proceedings of the 14th
Iranian Conference on Elec. Eng. (ICEE’06),
Tehran, Iran, May 16-18, 2006.
S. Badizadegan, Z. Torbatian, H.
Soltanian-Zadeh, “Extraction of ECG Characteristic Points by Wavelet
Transform,” Presented at and Published in the Proceedings of the 14th
Iranian Conference on Elec.
Eng. (ICEE’06), Tehran, Iran,
May 16-18, 2006.
K. Jafari-Khouzani, H. Soltanian-Zadeh,
K. Elisevich, “Hippocampus Volume and Texture Analysis for Temporal Lobe
Epilepsy,” Presented at and Published in the Proceedings of the Sixth
IEEE International Conference on Electro/Information Technology (EIT’2006),
East Lansing, MI, May 7-10, 2006. pp. 394-397.
M.-R. Siadat, H. Soltanian-Zadeh,
K. Elisevich, “Rule-Based Decision-Making Framework for Knowledge-Based
Anatomical Landmark Localization (K-BALL),” Presented at and Published in the
Proceedings of the IEEE
International Symposium on Biomedical Imaging: From Nano to Macro
(ISBI’06), April 6-9, 2006.
M.-R. Siadat, K. Elisevich, H.
Soltanian-Zadeh, K. Jafari-Khouzani, S. Bowyer, “Subdural and Depth
Electrode Placement in the Brain for Validation of MEG in Partial
Epilepsy,” Presented at and
Published in the Proceedings of SPIE Medical Imaging 2006:
Visualization, Image-Guided Procedures, and Display, San Diego, CA,
Feb. 11-16, 2006.
A. Babajani, M.H. Nekooei, H.
Soltanian-Zadeh, “Extended Neural Mass Model for Integrated Modeling
of EEG/MEG and fMRI,” Presented at and Published in the Proceedings of
Proceedings of the 11th Annual Conference of Iran Computer Society
(CSICC’2006), Tehran, Iran, Jan. 24-26, 2006.
M. Rajabioun, A. Babajani, H.
Soltanian-Zadeh, “A New Method for Solving MEG Inverse Problem,”
Presented at and Published in the Proceedings of Proceedings of the
11th Annual Conference of Iran Computer Society (CSICC’2006), Tehran,
Iran, Jan. 24-26, 2006.
M.R. Sehati,R.A.
Zoroofi, H. Soltanian-Zadeh, “Design and Implementation of a
Standard Radiology Information Management System Expandable to Other
Clinical Information Systems,”
Presented at and Published in the Proceedings of Proceedings of the
11th Annual Conference of Iran Computer Society (CSICC’2006), Tehran,
Iran, Jan. 24-26, 2006.
M. Mohammadzadeh, M. Shahabadi, S.A.
Ghasempour-Shirazi, H. Soltanian-Zadeh, “Design and Simulation of Quad-Loop Probe
for Intravascular MRI at 1.5 Tesla,” Presented at and Published in the
Proceedings of the 12th International Conference on Biomedical
Engineering (ICBME’2005), Singapore, Dec. 7-10, 2005.
Y. Salimpour, M.D. Abolhassani, H. Soltanian-Zadeh,
“Auditory Wavelet Transform,” Presented at and Published in the Proceedings
of the 3rd European Medical and Biological Engineering Conference
(EMBEC'05), Prague, Czech Republic, Nov. 20-25, 2005.
E. Yahaghi, H. Soltanian-Zadeh, M. Shahriarei, N.
Fatouraee, “Estimation Of Blood Brain Barrier Permeability By Statistical
And Analytical Methods,” Presented at and Published in the Proceedings of
the 3rd European Medical and Biological Engineering Conference (EMBEC'05),
Prague, Czech Republic, Nov. 20-25, 2005.
M.
Ghannad-Rezaie, H. Soltanian-Zadeh, “Seizure Prediction Using
Kalman Filtering in State Space,” Presented at and published in the
Proceedings of the