Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks

17 November 2017

Papers citing "Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks"

4 / 4 papers shown

Title
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies F. Xie Han Yuan Yilin Ning M. Ong Mengling Feng Wynne Hsu B. Chakraborty Nan Liu 32 84 0 21 Jul 2021
Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series Kristoffer Wickstrøm Karl Øyvind Mikalsen Michael C. Kampffmeyer A. Revhaug Robert Jenssen AI4TS 30 34 0 16 Oct 2020
An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples Karl Øyvind Mikalsen C. Soguero-Ruíz F. Bianchi A. Revhaug Robert Jenssen AI4TS 28 7 0 21 Mar 2018
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 246 1,902 0 06 Jun 2016