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Mind the Performance Gap: Examining Dataset Shift During Prospective Validation
23 July 2021
Erkin Ötleş
Jeeheh Oh
Benjamin Li
Michelle Bochinski
Hyeon Joo
J. Ortwine
E. Shenoy
L. Washer
V. Young
Krishna Rao
Jenna Wiens
OOD
Re-assign community
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Papers citing
"Mind the Performance Gap: Examining Dataset Shift During Prospective Validation"
2 / 2 papers shown
Title
Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation
Bret A. Nestor
Matthew B. A. McDermott
Geeticka Chauhan
Tristan Naumann
Michael C. Hughes
Anna Goldenberg
Marzyeh Ghassemi
OOD
29
35
0
30 Nov 2018
Frustratingly Easy Domain Adaptation
Hal Daumé
94
1,796
0
10 Jul 2009
1