Jeeheh Oh
3 papers · 2018–2021 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
MLHC (3)
Top co-authors
Keywords
patient risk stratification
(2)
parameter sharing
(1)
dataset shift
(1)
convolutional neural network
(1)
long short-term memory
(1)
recurrent neural network
(1)
model performance
(1)
mortality prediction
(1)
temporal datum
(1)
clinical validation
(1)
clinical time series
(1)
clinical time-series
(1)
sequence transformer
(1)
invariance learning
(1)
prospective validation
(1)
Papers
Mind the Performance Gap: Examining Dataset Shift During Prospective Validation
MLHC 2021
Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series
MLHC 2019
Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks
MLHC 2018