The final project combined techniques practiced in previous homeworks -- including app development and deployment, database imports and queries, predictive modeling, and imputation -- to solve a healthcare problem decided on with teammates.
- Life Clock: A Data-Based Approach to Evaluating Patient Survival Time
- A data driven method to recommending Warfarin prescription dosage
- Authors: @penguinkait24, @picsesalg, @mma05
- UpToDate, A Tool to Understand Prescription Length
- Authors: @adalmia1, @wharrington12, @hongyiweiwu
- Predicting Patient Length of Stay (LOS)
- Authors: @jwang246, @bk3015, @dfrancisco, @elifbilgin97
- Know Your Chance
- Authors: @lizamathews, @varadal, @edwd
- Using Healthcare Data to Predict Survival Rates for Patients Undergoing Open Heart Surgery
- Circulatory Disease Data Visualization and Prediction in the MIMIC-III Dataset
- Predicting ICU Procedure Duration Based on Patient Age, Gender, and Type of Admission
- Authors: @tkutche1, @lilscott15, @joshhejka