Education.
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2014-2017 PhD in Computer Engineering, University of Toronto
Thesis: “Time-Frequency Analysis of Alcohol Withdrawal Tremors”
Supervisor: Prof. Parham Aarabi -
2012-2014 MASc in Computer Engineering, University of Toronto
Thesis: “Multi-Modal Heartbeat Estimation on an iPhone”
Supervisor: Prof. Parham Aarabi -
2008-2012 BSc in Computer Engineering, Sharif University of Technology
Thesis: “Dress Mapping on Query’s Body from 4 Points of View Using 3D Computer Vision”
Supervisor: Prof. Shohreh Kasaei
Research.
Bioelectronic Intelligent Control of Wound Regeneration
Seizure Modeling and Visualization with Simultaneous Scalp and Stereo-EEG
Classification of Electroencephalogram Data using Spectro-Imaging and Deep Neural Networks
Artificial Intelligence in Education for Equitable Access to Computing for All
Alcohol withdrawal tremor detection, a technology that is now widely used in hospitals
Analyzing the impact of teaching in large scale MOOCs
Selected Publications.
- Briden, M., and Norouzi, N. "WaveFusion Squeeze-and-Excitation: Towards an Accurate and Explainable Deep Learning Framework in Neuroscience." In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 1092-1095).
- Lin, S., and Norouzi, N. "An Effective Deep Learning Framework for Cell Segmentation in Microscopy Images." In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 3201-3204).
- Norouzi, N., Robinson, C., Covarrubias, R., Hernandez, R., Weldegabriel, D., Benner, G., ... and Espericueta, R. "Baskin Engineering Excellence Scholars Bridge Program: Planning, Implementation, and Evaluation." In 2021 IEEE Frontiers in Education Conference (FIE) (pp. 1-8).
- Norouzi, N., Chaturvedi S., and Rutledge M. "Lessons Learned from Teaching Machine Learning and Natural Language Processing to High School Students." Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 34. No. 09. 2020.
- Howard M., Williamson A., Norouzi N. "Video Manipulation Detection via Recurrent Residual Feature Learning Networks." In 7th Global Conference on Signal and Information Processing, IEEE, 2019.
- Khan F., de Silva A., Yetukuri J., Norouzi N. "Sequential Image Synthesis for Human Activity Video Generation." In 16th International Conference on Image Analysis and Recognition, IEEE, 2019.
- Cui W., Zhou M., Zhao R., Norouzi N. "KB-NLG: From Knowledge Base to Natural Language Generation." In Widening NLP Workshop, IEEE, 2019.
- Norouzi N., and Hausen R. "Quantitative Evaluation of Student Engagement in a Large-Scale Introduction to Programming Course using a Cloud-based Automatic Grading System." In 2018 IEEE Frontiers in Education Conference (FIE), IEEE, 2018.
- Norouzi N., Carver S., Dear T., Bromberg S., Gray S., Kahan M., Aarabi P., and Borgundvaag B.. "Evaluation of alcohol intoxication and withdrawal syndromes based on analysis of tremor signals." Biomedical Signal Processing and Control 33 (2017): 83-87.
- Aarabi P., Norouzi N., Wu J., and Spears M. "7 surprising lessons learned from teaching iOS programming to 30,000+ MOOC students." In 2016 IEEE Frontiers in Education Conference (FIE), pp. 1-4. IEEE, 2016.
Teaching.
Contact.
- (SOE3) 357, Engineering 2 Building,
- Baskin School of Engineering,
- 1156 High St., Santa Cruz, CA