Hello.
My name is Ramin Mohammadi.
I’m an Adjunct Professor at Northeastern University in the College of Engineering, where my work revolves around the exciting fields of Machine Learning (ML), Natural Language Processing (NLP), and MLOps, particularly with a focus on their applications in healthcare.
My research primarily centers on the practical use of ML and NLP, with an emphasis on their real-world applications in healthcare and the essential area of healthcare cybersecurity.
In the healthcare domain, I deal with various methodological challenges. These include predicting diseases, making ML models more interpretable, tracking and detecting medical entities, and ensuring the trustworthiness of model outputs. For more details, see Publications.
Another exciting aspect of my research is dedicated to creating language technologies that can automate or semi-automate the detection and protection of Personal Health Identifiable (PHI) information. This work has led to some intriguing developments. For more details, see Tausight.
Innovative Tumor Response Forecasting Model in Breast Cancer Patients
was awarded the first position in the Harvard Ideation Challenge among hundreds of submissions received from across the country. Furthermore, the idea was also selected as one of the top six finalists for the Boston Scientific and Google Connected Patient Challenge in 2018.
Akira Yamamura Excellence in Research Award
Received the 2020 Akira Yamamura Excellence in Research Award from the Department of Mechanical and Industrial Engineering (MIE) at Northeastern.