NISys Lab

Neuroinformatics
& intelligent systems

The focus of our research is developing advanced computational and analytic tools for translational
and clinical neuroscience. We leverage signal processing, machine learning and artificial intelligence
techniques and combine them with experimental approaches for developing smart neurotechnologies.

Research projects

GSOC 2023

Closed Loop Control Optimization

Parkinson’s disease is the second-most common neurodegenerative disorder, affecting 2–3% of the population ≥65 years of age. Deep Brain Stimulation (DBS) has become a standard treatment for neurological disorders, such as Parkinson’s disease and essential tremor, to ameliorate patient motor symptoms when medications are insufficient. Our group is working to develop an automated, patient-specific framework for optimization of DBS parameters.

Biomarker Discovery Platform

As healthcare researchers come from a variety of backgrounds, the learning curve associated with advanced computing can be prohibitive. Our group is developing a flexible, user-friendly platform that caters to the needs of individual users by enabling them to easily create data analysis pipelines using algorithms from multiple programming languages and integrate existing desktop, on-premise, and cloud-based computing infrastructures into their research.

Intelligent Neural Interface Systems

Recent advances in neural technologies and artificial intelligence have created unprecedented opportunities to record the neural activities in the brain with extremely high temporal and spatial resolution. We aim to develop an end-to-end platform to design, test and deploy intelligent closed-loop neuromodulation systems that automatically learn the optimal neuromodulation control policies based on specific biomarkers or behavioral outcomes.

About Us

Learn about the mission and goals of the NISys Lab.

Publications

Discover our recent work by exploring our latest publications.

Our Team

Learn about the principal investigator, lab members and alumni.

Biomedical informatics

outreach

The Biomedical Informatics (BMI) Outreach Group “Open BMI” aims to represent Emory University’s Biomedical Informatics Department and promote its research and achievements through outreach events in the Atlanta area. OpenBMI hosts events to educate, inspire, and engage the community, with a focus on promoting diversity and supporting young girls and underrepresented groups to pursue STEM careers.

learn more + contact us

Learn about our past events as well as what we are planning next. If your organization would like to collaborate, let us know!

Interested in joining the NISys Lab?

Reach out to us and include your CV to learn more about joining research projects and finding career opportunities.

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