Using Clinical Notes with Time Series Data for ICU Management

v1v2 (latest)

Using Clinical Notes with Time Series Data for ICU Management

12 September 2019

Swaraj Khadanga

Jaideep Srivastava

ArXiv (abs)PDF HTML Github (24★)

Papers citing "Using Clinical Notes with Time Series Data for ICU Management"

14 / 14 papers shown

Title
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion Xing Han Huy Nguyen Carl Harris Nhat Ho Suchi Saria MoE 100 21 0 05 Feb 2024
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 115 3,174 0 12 Jan 2023
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission Kexin Huang Jaan Altosaar Rajesh Ranganath OOD 108 905 0 10 Apr 2019
Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning Mengqi Jin M. T. Bahadori Aaron Colak Parminder Bhatia B. Celikkaya ... Borui Zhang T. Doman Arun Ravi Matthieu Liger Taha A. Kass-Hout 49 68 0 29 Nov 2018
BioSentVec: creating sentence embeddings for biomedical texts Qingyu Chen Yifan Peng Zhiyong Lu 62 214 0 22 Oct 2018
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data Yanbo Xu Siddharth Biswal S. Deshpande K. Maher Jimeng Sun 62 167 0 23 Jul 2018
Learning Tasks for Multitask Learning: Heterogenous Patient Populations in the ICU Harini Suresh Jen J. Gong John Guttag 77 86 0 07 Jun 2018
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 88 572 0 15 Feb 2018
Attend and Diagnose: Clinical Time Series Analysis using Attention Models Huan-Zhi Song Deepta Rajan Jayaraman J. Thiagarajan A. Spanias MLAU 85 454 0 10 Nov 2017
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 186 878 0 22 Mar 2017
Rationale-Augmented Convolutional Neural Networks for Text Classification Ye Zhang Iain J. Marshall Byron C. Wallace 65 161 0 14 May 2016
Explain Images with Multimodal Recurrent Neural Networks Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Alan Yuille VLM GAN 103 385 0 04 Oct 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 635 13,427 0 25 Aug 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.