Talk1: An algorithm to determine eligibility for genetic screening of breast cancer leading to early identification
Talk2: Cardiovascular disease diagnosis
Cardiovascular Disease Diagnosis - Cardiovascular disease causes 25% of deaths in America. Misdiagnosis of cardiovascular disease results in 11,000 American deaths annually, emphasizing the increasing need for improved diagnosis accuracy using A.I. We set out to determine the probability that a given patient has cardiovascular disease using 11 easily accessible features from a data set of 70,000 people. We compared various Machine Learning and Deep Learning models that require only these basic features. We identified and surmounted implementation challenges to develop our final model that allows for versatile applications in rural locations and third-world countries.
Tanvi is interested in programming and medical science. Tanvi also volunteers and enjoys baking. She collected funds for the California Fires and the American Red Cross.
Milind M. is a professional chess player who has attained the title of National Master in chess, with a peak chess rating of 2211. He has placed 1st in the California State Championship and 4th in the National Junior High Championships.
Christopher S. is currently conducting a literature search on stingless bees of Central America with Prof. Chaplin of the Woods Institute of the Environment.