Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets

23 October 2017

Papers citing "Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets"

8 / 8 papers shown

Title
PhilHumans: Benchmarking Machine Learning for Personal Health Vadim Liventsev Vivek Kumar Allmin Pradhap Singh Susaiyah Zixiu "Alex" Wu Ivan Rodin ... Milan Petkovic Diego Reforgiato Recupero Ehud Reiter Daniele Riboni Raymond Sterling AI4MH LM&MA 34 0 0 04 May 2024
Blood lactate concentration prediction in critical care patients: handling missing values B. Mamandipoor Matthias Neumayer M. Moz Jens Grossklags 31 5 0 03 Oct 2019
Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks Priyanka Gupta Pankaj Malhotra Jyoti Narwariya L. Vig Gautam M. Shroff AI4TS 27 61 0 01 Apr 2019
Learning Deep Representations from Clinical Data for Chronic Kidney Disease D. Luong V. Chandola 29 1 0 01 Oct 2018
Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks Priyanka Gupta Pankaj Malhotra L. Vig Gautam M. Shroff 24 39 0 04 Jul 2018
HeteroMed: Heterogeneous Information Network for Medical Diagnosis Anahita Hosseini Ting-Li Chen Wenjun Wu Yizhou Sun Majid Sarrafzadeh 19 50 0 22 Apr 2018
Early hospital mortality prediction using vital signals Reza Sadeghi Tanvi Banerjee W. Romine 41 60 0 18 Mar 2018
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 246 1,900 0 06 Jun 2016