Implementing clinical decision support for oncology advanced care planning: A systems engineering framework to optimize the usability and utility of a machine learning predictive model in clinical practice.

Teja Ganta,Stephanie Lehrman,Rachel Pappalardo,Madalene Crow,Meagan Will,Mark Liu,Robbie Freeman,Arash Kia,Prathamesh Parchure,Alla Keyzner,Madhu Mazumdar,Aarti Sonia Bhardwaj,Cardinale B. Smith

Implementing clinical decision support for oncology advanced care planning: A systems engineering framework to optimize the usability and utility of a machine learning predictive model in clinical practice.

2021

Teja Ganta
Stephanie Lehrman
Rachel Pappalardo
Madalene Crow
Meagan Will
Mark Liu
Robbie Freeman
Arash Kia
Prathamesh Parchure
Alla Keyzner
Madhu Mazumdar
Aarti Sonia Bhardwaj
Cardinale B. Smith

330Background: Machine learning models are well-positioned to transform cancer care delivery by providing oncologists with more accurate or accessible information to augment clinical decisions. Man...

Keywords:

Machine learning
Usability
Clinical decision support system
Medicine
Clinical Practice
Artificial intelligence

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