References

Members

Richard Gross

Maxwell Mracek

Shubham Singh

Jiachen Xi

Mentors 

Amir Zarrinpar, MD, PhD

Rob Knight, PhD

Kalen Cantrell

Acknowledgments 

We are appreciative of our mentor Dr. Amir Zarrinpar for his regular supervision and for providing the clinical perspective necessary to guide our objectives. We also acknowledge Dr. Rob Knight for his support and Kalen Cantrell of the Knight Lab under whose guidance we worked most directly. We relied extensively on Kalen for help with troubleshooting our models and developing the architecture of the neural network. We additionally consulted RA Richter, whose code we borrowed to develop part of the data processing pipeline, and Dr. Ana Carolina Dantas Machado, who assisted us with analyses involving Generalized Additive Modeling. We are also appreciative of the logistical efforts of Dr. Alyssa Taylor Amos towards maintaining the bioengineering senior capstone program at UCSD and Noah Mehringer for his feedback on written deliverables