ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

10 April 2019

Papers citing "ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission"

31 / 131 papers shown

Title
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer Wenda Xu Michael Stephen Saxon Misha Sra Wenjie Wang MedIm 19 13 0 06 Oct 2021
Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning Shaoxiong Ji Pekka Marttinen 32 5 0 07 Sep 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining Taolin Zhang Zerui Cai Chengyu Wang Minghui Qiu Bite Yang Xiaofeng He AI4MH 28 52 0 20 Aug 2021
Improving Early Sepsis Prediction with Multi Modal Learning Fred Qin V. Madan Ujjwal Ratan Zohar Karnin Vishaal Kapoor Parminder Bhatia Taha A. Kass-Hout 34 5 0 23 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 26 154 0 07 Jul 2021
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature Yu-Chiang Frank Wang Jinchao Li Tristan Naumann Chenyan Xiong Hao Cheng ... Yang Qin Eric Horvitz Paul N. Bennett Jianfeng Gao Hoifung Poon OOD 33 13 0 25 Jun 2021
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? Eric P. Lehman Sarthak Jain Karl Pichotta Yoav Goldberg Byron C. Wallace OOD MIACV 24 119 0 15 Apr 2021
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification Ishani Mondal AAML SILM MedIm 19 14 0 05 Apr 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 29 96 0 10 Feb 2021
HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data Tianfan Fu Kexin Huang Cao Xiao Lucas Glass Jimeng Sun 43 59 0 08 Feb 2021
A Survey on Extraction of Causal Relations from Natural Language Text Jie Yang S. Han Josiah Poon 3DV CML 101 85 0 16 Jan 2021
Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning Batuhan Bardak Mehmet Tan 31 35 0 24 Nov 2020
WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols Jeniya Tabassum Sydney Lee Wei Xu Alan Ritter 18 18 0 27 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 221 287 0 23 Oct 2020
BioMegatron: Larger Biomedical Domain Language Model Hoo-Chang Shin Yang Zhang Evelina Bakhturina Raul Puri M. Patwary M. Shoeybi Raghav Mani AI4CE 27 144 0 12 Oct 2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris 24 35 0 02 Oct 2020
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data A. Bagheri T. K. Groenhof W. B. Veldhuis P. A. Jong F. Asselbergs Daniel L. Oberski 21 15 0 27 Aug 2020
Fast, Structured Clinical Documentation via Contextual Autocomplete D. Gopinath Monica Agrawal Luke S. Murray Steven Horng David R Karger David Sontag 26 13 0 29 Jul 2020
A Deep Learning Pipeline for Patient Diagnosis Prediction Using Electronic Health Records Leopold Franz Yash Raj Shrestha B. Paudel OOD 31 25 0 23 Jun 2020
Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage Shijing Si Rui Wang Jedrek Wosik Hao Zhang D. Dov Guoyin Wang Ricardo Henao Lawrence Carin 33 26 0 22 Jun 2020
FinBERT: A Pretrained Language Model for Financial Communications Yi Yang Mark Christopher Siy Uy Allen H Huang AIFin AI4CE 28 231 0 15 Jun 2020
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction L. Rasmy Yang Xiang Z. Xie Cui Tao Degui Zhi AI4MH LM&MA 29 659 0 22 May 2020
Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning Liyan Xu J. Hogan R. Patzer Jinho Choi 22 4 0 04 May 2020
Train No Evil: Selective Masking for Task-Guided Pre-Training Yuxian Gu Zhengyan Zhang Xiaozhi Wang Zhiyuan Liu Maosong Sun 32 59 0 21 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 246 1,454 0 18 Mar 2020
Med7: a transferable clinical natural language processing model for electronic health records Andrey Kormilitzin N. Vaci Qiang Liu A. Nevado-Holgado 27 115 0 03 Mar 2020
Representation Learning for Electronic Health Records W. Weng Peter Szolovits 36 19 0 19 Sep 2019
Using Clinical Notes with Time Series Data for ICU Management Swaraj Khadanga Karan Aggarwal Chenyu You Jaideep Srivastava 13 56 0 12 Sep 2019
BERT-based Ranking for Biomedical Entity Normalization Zongcheng Ji Qiang Wei Hua Xu OOD MedIm 24 121 0 09 Aug 2019
BEHRT: Transformer for Electronic Health Records Yikuan Li Shishir Rao J. R. A. Solares A. Hassaine D. Canoy Yajie Zhu K. Rahimi G. Salimi-Khorshidi OOD 30 446 0 22 Jul 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 29 286 0 22 Feb 2019