Applied Deep Learning for Early Mortality Prediction in ICU Heart Failure Patients
My Data Science master's degree capstone project aimed at developing an early-warning model for ICU HF Patients.
Hey, I'm Jacob!
Data Science Professional.
I'm an analytics and data science practitioner with a soft spot for visual design. Enthusiastic about health, technology, and solving tricky problems.
QRS Complex Labeling in ECG Data Using Plotly Dash
My interactive QRS Complex Annotation Tool for a graduate course project.
Heart Failure & AI: Predicting Outcomes with Deep Learning
Describing my master's capstone project, where I'm utilizing deep learning and multi-modal data to predict readmissions for ICU heart failure patients.
Demystifying Algorithms: Bayes' Theorem and Naïve Bayes
Explaining one of the cornerstones of probability theory. A critical precursor to complex probabilistic models.
AI vs. Machine Learning: What's the Difference?
A brief writeup on the overlap and distinction between two of the buzziest topics of our time.