Eytan, Danny

8 publications

MLHC 2024 Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Sensor Data Sujay Nagaraj, Andrew J Goodwin, Dmytro Lopushanskyy, Sebastian David Goodfellow, Danny Eytan, Hadrian Balaci, Robert Greer, Anand Jayarajan, Azadeh Assadi, Mjaye Leslie Mazwi, Anna Goldenberg

NeurIPS 2023 Individualized Dosing Dynamics via Neural Eigen Decomposition Stav Belogolovsky, Ido Greenberg, Danny Eytan, Shie Mannor

NeurIPSW 2023 Individualized Dosing Dynamics via Neural Eigen Decomposition Stav Belogolovsky, Ido Greenberg, Danny Eytan, Shie Mannor

CHIL 2022 Learning Unsupervised Representations for ICU Timeseries Addison Weatherhead, Robert Greer, Michael-Alice Moga, Mjaye Mazwi, Danny Eytan, Anna Goldenberg, Sana Tonekaboni

ICLR 2021 Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding Sana Tonekaboni, Danny Eytan, Anna Goldenberg

MLHC 2020 Using Deep Networks for Scientific Discovery in Physiological Signals Tom Beer, Bar Eini-Porat, Sebastian Goodfellow, Danny Eytan, Uri Shalit

MLHC 2018 Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU Sana Tonekaboni, Mjaye Mazwi, Peter Laussen, Danny Eytan, Robert Greer, Sebastian D. Goodfellow, Andrew Goodwin, Michael Brudno, Anna Goldenberg

MLHC 2018 Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings Sebastian D. Goodfellow, Andrew Goodwin, Robert Greer, Peter C. Laussen, Mjaye Mazwi, Danny Eytan