Danny Eytan
6 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
MLHC (4)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
physiological signal
(2)
eeg classification
(1)
batch normalization
(1)
privacy preservation
(1)
time series classification
(1)
convolutional neural network
(1)
recurrent neural network
(1)
stochastic differential equation
(1)
generative adversarial network
(1)
neural differential equation
(1)
spectral representation
(1)
scientific discovery
(1)
class activation map
(1)
cardiac arrest prediction
(1)
ecg classification
(1)
medical dosing
(1)
individualized modeling
(1)
feature learning
(1)
synthetic patient record
(1)
Papers
Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Sensor Data
MLHC 2024
Individualized Dosing Dynamics via Neural Eigen Decomposition
NIPS 2023
Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding
ICLR 2021
Using deep networks for scientific discovery in physiological signals
MLHC 2020
Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings
MLHC 2018
Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU
MLHC 2018