STUDY: Socially Aware Temporally Causal Decoder Recommender Systems

no code implementations • 2 Jun 2023 • Eltayeb Ahmed, Diana Mincu, Lauren Harrell, Katherine Heller, Subhrajit Roy

We demonstrate the benefits of STUDY in the recommendation of books for students who are dyslexic, or struggling readers.

Decoder Recommendation Systems

Predicting Cardiovascular Disease Risk using Photoplethysmography and Deep Learning

no code implementations • 9 May 2023 • Wei-Hung Weng, Sebastien Baur, Mayank Daswani, Christina Chen, Lauren Harrell, Sujay Kakarmath, Mariam Jabara, Babak Behsaz, Cory Y. McLean, Yossi Matias, Greg S. Corrado, Shravya Shetty, Shruthi Prabhakara, Yun Liu, Goodarz Danaei, Diego Ardila

We compared the DLS with the office-based refit-WHO score, which adopts the shared predictors from WHO and Globorisk scores (age, sex, smoking status, height, weight and systolic blood pressure) but refitted on the UK Biobank (UKB) cohort.

Deep Learning Photoplethysmography (PPG)