Nezamoddini-Kachouie, Nezamoddin
Nezamoddini-Kachouie Nezamoddin
Associate Professor | College of Engineering and Science - Mathematics and Systems Engineering
Contact Information
Educational Background
Research Fellowship - Biostatistics, Harvard School of Public Health, 2012
Postdoc - Biomedical Engineering, Harvard Medical School, 2010
PhD - Systems Design Engineering, University of Waterloo, 2008
MASc - Electrical and Computer Engineering
BASc - Electrical and Computer Engineering
Professional Experience
Research Fellow 2010-2012
Harvard School of Public Health
Department of Biostatistics
Dana Farber Cancer Institute
Postdoctoral Fellow 2008-2010
Harvard - MIT, Division of Health Sciences and Technology (HST)
Harvard Medical School
Brigham and Women's Hospital
Selected Publications
Monte Carlo ensemble correlation coefficient for association detection
W Deebani, NN Kachouie
Communications in Statistics-Simulation and Computation 2020
Climate Change Study via the Centennial Trend of Climate Factors
NN Kachouie, OE Onyejekwe
Hydrology 7 (2), 1-12, 2020
Association Factor for Identifying Linear and Nonlinear Correlations in Noisy Conditions
N N. Kachouie, W Deebani
Entropy 22 (4), 440, 2020
Weighted Mutual Information for Aggregated Kernel Clustering
N N. Kachouie, M Shutaywi
Entropy 22 (3), 351, 2020
Discriminant Analysis of Lung Cancer Using Nonlinear Clustering of Copy Numbers
NN Kachouie, M Shutaywi, DC Christiani
Cancer Investigation 38 (2), 102-112, 2020
Geometrical optimisation of a personalised microneedle eye patch for transdermal delivery of anti-wrinkle small peptide
SH Lim, WJ Tiew, J Zhang, PC Ho, NN Kachouie, L Kang
Biofabrication, 2020
Potential impact of OPTN plan in association with donors’ factors on survival times of transplanted kidneys
NN Kachouie, F Hamad
Transplantation Reports 5 (2), 100042, 2020
Potential Impact of Donors’ Factors on Survival Times of Transplanted Hearts and Lungs
F Hamad, NN Kachouie
Transplantation Reports 4 (4), 100035, 2019
Identifying Similarities and Disparities Between DNA Copy Number Changes in Cancer and Matched Blood Samples
NN Kachouie, W Deebani, DC Christiani
Cancer investigation 37 (10), 535-545, 2019
A hybrid method to estimate the full parametric hazard model
F Hamad, NN Kachouie
Communications in Statistics-Theory and Methods 48 (22), 5477-5491, 2019
Computer assisted tracking of Chlamydomonas species
Alexandra M Folcik, Timothy C Haire, Kirstin Cutshaw, Melissa Riddle, Catherine Shola, Sararose Nassani, Paul Rice, Brianna Richardson, Nezamoddin Nazamoddini-Kachouie, Andrew George Palmer
Frontiers in Plant Science 10, 1616, 2019
A Weighted Majority Voting based on NMI for Cluster Analysis.
M Shutaywi, NN Kachouie
International Symposium on Artificial Intelligence and Mathematics, 2018
Ensemble Correlation Coefficient.
W Deebani, NN Kachouie
International Symposium on Artificial Intelligence and Mathematics, 2018
Multivariate models for predicting glacier termini
O Onyejekwe, B Holman, NN Kachouie
Environmental Earth Sciences 76 (23), 807, 2017
Method for detecting voxelwise changes in fluorodeoxyglucose-positron emission tomography brain images via background adjustment in cancer clinical trials
L Qin, A Schwartzman, K McCall, NN Kachouie, JT Yap
Journal of Medical Imaging 4 (2), 024006 1, 2017
FDR control of detected regions by multiscale matched filtering
NN Kachouie, X Lin, A Schwartzman
Communications in Statistics-Simulation and Computation 46 (1), 127-144, 2017
Research
Research Interest Areas
- Statistical Modeling
- Probabilistic Mapping
- Pattern Recognition
- Machine Learning
- Data Science/Analysis
- Optimization
- Signal/Image/Video Processing
Research Interest Fields
- Anomaly Detection
- Trend Analysis
- Denoising
- Classification
- Clustering
- Detection, Segmentation, and Tracking
Research Interest Methods
- Regression Analysis
- Multivariate Models
- Filter Banks
- Wavelet Analysis
- Linear/Nonlinear Association Factors
- Neural Networks
- Deep Learning
- Bayesian Estimation
- Hierarchical Models
- Markov Chain Monte Carlo (MCMC)
Research Application Areas
- Cancer Research
- Public Health
- Remote Sensing
- Climate Change
- Ecology