AI for Healthcare with Keras and Tensorflow 2.0 (eBook, PDF)
Anshik
eBook, PDF

AI for Healthcare with Keras and Tensorflow 2.0 (eBook, PDF)

Design, Develop, and Deploy Machine Learning Models Using Healthcare Data

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Learn how AI impacts the healthcare ecosystem through real-life case studies with TensorFlow 2.0 and other machine learning (ML) libraries. This book begins by explaining the dynamics of the healthcare market, including the role of stakeholders such as healthcare professionals, patients, and payers. Then it moves into the case studies. The case studies start with EHR data and how you can account for sub-populations using a multi-task setup when you are working on any downstream task. You also will try to predict ICD-9 codes using the same data. You will study transformer models. And you will b...

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