Ali Mirzazadeh

Covid-19 Symptom Tracker

CNN-based Activity Recognition of Covid-19 Symptoms with Custom Wearable Sensor. 2020.

Paper Video

Subdermal Cardiac Arrest Detection

A Subdermal Battery-free Sensor that Detects Cardiac Arrest and Releases Life Saving Naloxone. 2020.

In Progress

MARS: Nano-Power Battery-Free Wireless Input Interfaces

A Battery-less Modular Wireless Sensing and Communication Tag that Operates using Analog Backscatter. 2021.

Paper Video

Semisupervised Epileptic Seizure Classification in Video

Novel Semisupervised Pipeline for Acitivity Recogntion in Images and Video through Forcing Attention Map Consistency

In Progress

Heart Transplant Rejection Tile Synthesis

Generative Adversarial Networks for Data Augmentation of Heart Transplant Rejection Images for Improving Classifier Performance

Paper

Bio-Sleeve, Bio-Shinguard

A Wearable Sleeve for Dry Electrode, High-Fidelity Bioimpedance Measurements for Precise Health Monitoring of High-Performance Athletes. 2021.

In Progress

Computational Photodetector

Computational Photodetectors for Activity Recognition in Ultra-Low Power Format. 2021.

In Review

Real-Time SCG Signal Quality Estimation

Wearable System for Real-time Seismocardiogram Signal Quality and Pre-Ejection Period Estimation.

In Progress

EXPERIENCE

Georgia Tech COSMOS Lab
Researcher, 2019-Present

Georgia Tech Inan Research Lab
Part-Time Researcher, 2021-Present

Stanford Neurotranslate Lab
Summer Research Intern, 2021

Northwestern Rogers Lab
Summer Research Intern, 2020

PUBLICATIONS

Ni, X., Ouyang, W., Jeong, H., Kim, J.-T., Tzaveils, A., Mirzazadeh, A., Wu, C., Lee, J. Y., Keller, M., Mummidisetty, C. K., Patel, M., Shawen, N., Huang, J., Chen, H., Ravi, S., Chang, J.-K., Lee, K. H., Wu, Y., Lie, F., … Rogers, J. A. (2021). Automated, multiparametric monitoring of respiratory biomarkers and vital signs in clinical and home settings for COVID-19 patients. Proceedings of the National Academy of Sciences, 118(19). https://doi.org/10.1073/pnas.2026610118 ”

A. Mirzazadeh et al., "Improving Heart Transplant Rejection Classification Training using Progressive Generative Adversarial Networks," 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), 2021, pp. 1-4, https://doi: 10.1109/BHI50953.2021.9508532

Nivedita Arora, Ali Mirzazadeh, Injoo Moon, Charles Ramey, Yuhui Zhao, Daniela C. Rodriguez, Gregory D. Abowd, and Thad E. Starner. 2021. MARS: Nano-Power Battery-free Wireless Interfaces for Touch, Swipe and Speech Input. In The 34th Annual ACM Symposium on User Interface Software and Technology (UIST ’21), October 10–14, 2021, Virtual Event, USA. ACM, New York, NY, USA, 28 pages. https://doi.org/10.1145/3472749.3474823

PATENTS

Arora, N., Abowd, G., Mirzazadeh, A., Moon, I., Ramey, C., Starner, T., Zhao, Y., Rodriguez, D., (2021). Systems And Methods For Multi-Channel Ambiently-Powered Real-Time Sensing (U.S. Patent No. 63,231,930). U.S. Patent and Trademark Office. Provisional.

Hi. I'm Ali Mirzazadeh

HIGHLIGHTED PROJECTS