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Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventions
17 November 2022
Jean Feng
Alexej Gossmann
Gene Pennello
N. Petrick
B. Sahiner
Romain Pirracchio
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Papers citing
"Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventions"
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Title
Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens
Jean Feng
Adarsh Subbaswamy
Alexej Gossmann
Harvineet Singh
B. Sahiner
Mi-Ok Kim
Gene Pennello
N. Petrick
Romain Pirracchio
Fan Xia
19
1
0
20 Nov 2023
1