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Approval policies for modifications to Machine Learning-Based Software
  as a Medical Device: A study of bio-creep

Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep

28 December 2019
Jean Feng
S. Emerson
N. Simon
ArXiv (abs)PDFHTML

Papers citing "Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep"

4 / 4 papers shown
Sequential algorithmic modification with test data reuse
Sequential algorithmic modification with test data reuseConference on Uncertainty in Artificial Intelligence (UAI), 2022
Jean Feng
Gene Pennello
N. Petrick
B. Sahiner
Romain Pirracchio
Alexej Gossmann
164
5
0
21 Mar 2022
Bayesian logistic regression for online recalibration and revision of
  risk prediction models with performance guarantees
Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guarantees
Jean Feng
Alexej Gossmann
B. Sahiner
R. Pirracchio
OOD
302
11
0
13 Oct 2021
Learning how to approve updates to machine learning algorithms in
  non-stationary settings
Learning how to approve updates to machine learning algorithms in non-stationary settings
Jean Feng
164
1
0
14 Dec 2020
CLOPS: Continual Learning of Physiological Signals
CLOPS: Continual Learning of Physiological Signals
Dani Kiyasseh
T. Zhu
David Clifton
262
7
0
20 Apr 2020
1
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