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HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on
  High-resolution ICU Data

HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data

16 November 2021
Hugo Yèche
Rita Kuznetsova
M. Zimmermann
Matthias Huser
Xinrui Lyu
M. Faltys
Gunnar Rätsch
ArXivPDFHTML

Papers citing "HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data"

5 / 5 papers shown
Title
LabTOP: A Unified Model for Lab Test Outcome Prediction on Electronic Health Records
LabTOP: A Unified Model for Lab Test Outcome Prediction on Electronic Health Records
Sujeong Im
Jungwoo Oh
E. Choi
BDL
LM&MA
48
0
0
20 Feb 2025
On the Importance of Step-wise Embeddings for Heterogeneous Clinical
  Time-Series
On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series
Rita Kuznetsova
Alizée Pace
Manuel Burger
Hugo Yèche
Gunnar Rätsch
AI4TS
24
5
0
15 Nov 2023
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior
  Modeling Generalization
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
Xuhai Xu
Han Zhang
Yasaman S. Sefidgar
Yiyi Ren
Xin Liu
...
Tim Althoff
Margaret E. Morris
E. Riskin
Jennifer Mankoff
A. Dey
24
38
0
04 Nov 2022
Big Bird: Transformers for Longer Sequences
Big Bird: Transformers for Longer Sequences
Manzil Zaheer
Guru Guruganesh
Kumar Avinava Dubey
Joshua Ainslie
Chris Alberti
...
Philip Pham
Anirudh Ravula
Qifan Wang
Li Yang
Amr Ahmed
VLM
249
1,982
0
28 Jul 2020
Efficient Content-Based Sparse Attention with Routing Transformers
Efficient Content-Based Sparse Attention with Routing Transformers
Aurko Roy
M. Saffar
Ashish Vaswani
David Grangier
MoE
228
578
0
12 Mar 2020
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