Reducing patient readmission risk with Machine Learning - Ideas2IT

Reducing patient readmission risk with Machine Learning

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We analyzed the past patient history of readmissions. Then, we clustered patients based on clinical, social, and behavioral factors like associated clinical conditions, age, gender, weight, lifestyle, ethnicity, economic indicators, geography, etc. With this data, we derived a Machine Learning model to predict the risk of readmission for a patient. Finally, we tested the model on the testing data set, fine-tuned it for accuracy, and successfully ran it across new patients.