Julia Spinelli Email & Phone Number

Cambridge, Massachusetts, United States

Cambridge, Massachusetts, United States

Cambridge, Massachusetts, United States

Contributing to research conducted by the Clinical Data Science team with the goal of optimizing alarm settings in such a way that ensures alarms fire for events that would lead to clinical escalation without introducing alarm fatigue for clinicians.Analyzing photoplethysmography, gyroscope, accelerometer, and temperature data to identify any technical.

Greater Boston Area

Developing software to produce custom transcranial alternating current stimulation and transcranial magnetic stimulation while simultaneously collecting electromyography and electroencephalography signals to learn more about the physiology of the brain and how it controls movement.

Developed algorithms for calculating SpO2 from a body-worn PPG sensor using a combination of signal processing and machine learning techniques.

Canton, MA

Developed and applied machine learning models (CNN, localization, and segmentation) to facilitate physicians in determining risk level of cancer in patients based on medical images. Models were built using TensorFlow and were deployed and served using TensorFlow Serving and Docker.

Lexington, Massachusetts

Contributed to the Clinical Development & Product Validation team by helping to design and execute feasibility testing in preparation for the company's first clinical trial.

Greater Boston Area

This project aimed to apply machine learning and data mining to biomedical imaging. My specific contribution to the project included using Python to implement clustering techniques on fMRI data. I presented these contributions and results at the Women in Machine Learning Conference in Barcelona, Spain in December, 2016.