SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and
Active Sensing

SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing

24 July 2024

Bingsheng Yao

Jeffrey Caterino

Papers citing "SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing"

10 / 10 papers shown

Title
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 324 1,917 0 12 Nov 2020
Inverse Active Sensing: Modeling and Understanding Timely Decision-Making Daniel Jarrett M. Schaar 49 19 0 25 Jun 2020
On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning Zina M. Ibrahim Honghan Wu Ahmed A. Hamoud Lukas Stappen Richard J. B. Dobson A. Agarossi 33 57 0 02 Dec 2019
Adversarial Robustness through Local Linearization Chongli Qin James Martens Sven Gowal Dilip Krishnan Krishnamurthy Dvijotham Alhussein Fawzi Soham De Robert Stanforth Pushmeet Kohli AAML 64 308 0 04 Jul 2019
ASAC: Active Sensing using Actor-Critic models Jinsung Yoon James Jordon M. Schaar CML 38 16 0 16 Jun 2019
Identifying Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks Zhenxing Xu Jingyuan Chou Xi Sheryl Zhang Yuan Luo T. Isakova ... Richard C. Kiefer J. Pacheco Luke Rasmussen Jyotishman Pathak Fei Wang 41 54 0 10 Apr 2019
Robustness via curvature regularization, and vice versa Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi J. Uesato P. Frossard AAML 72 319 0 23 Nov 2018
BRITS: Bidirectional Recurrent Imputation for Time Series Wei Cao Dong Wang Jian Li Hao Zhou Lei Li Yitan Li AI4TS 53 620 0 27 May 2018
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 146 2,733 0 13 Apr 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 352 4,705 0 15 Mar 2017