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Machine Learning as a Catalyst for Value-Based Health Care
In this manuscript, we present an argument that machine learning, a subf...
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The importance of evaluating the complete automated knowledge-based planning pipeline
We determine how prediction methods combine with optimization methods in...
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An Inverse Optimization Approach to Measuring Clinical Pathway Concordance
Clinical pathways outline standardized processes in the delivery of care...
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Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks
Knowledge-based planning (KBP) is an automated approach to radiation the...
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Interior Point Methods with Adversarial Networks
We present a new methodology, called IPMAN, that combines interior point...
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Timothy C. Y. Chan
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