A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorithm Development and Validation

A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorithm Development and Validation

Authors of this article:

Kim-Anh-Nhi Nguyen¹ ;   Pranai Tandon² ;   Sahar Ghanavati¹ ;   Satya Narayana Cheetirala¹ ;   Prem Timsina¹ ;   Robert Freeman^{1, 3} ;   David Reich^{3, 4} ;   Matthew A Levin^{4, 5, 6} ;   Madhu Mazumdar^{1, 7} ;   Zahi A Fayad^{8, 9} ;   Arash Kia^{1, 4}