#WomenTechMakers TensorFlow for Healthcare 1. Ophthalmology - Diabetic Retinopathy a. Automated Retinal Disease Assessment (Talk from 2017 by Dr. Lily Peng: https://goo.gl/XAYLGf) b. Predict things doctors can’t - Age, Gender, Haemoglobin level and other factors (Link: https://goo.gl/XAvz9M) 2. Predictive tasks for healthcare a. Predict health given patient’s electronic medical record data b. Most likely length of stay, diagnosis, tests,etc., c. Link: https://arxiv.org/abs/1801.07860 (At-risk in next 24 hours) Weighted Kappa Opthamologists 0.80-0.84 Algorithm 0.84 Retinal Specialists 0.82-0.91