Med-BERT: pre-trained contextualized embeddings on large-scale
structured electronic health records for disease prediction

Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction

22 May 2020

Papers citing "Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction"

13 / 63 papers shown

Title
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records Shuai Niu Qing Yin Yunya Song Yike Guo Xian Yang 21 9 0 18 Jan 2022
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models Betty van Aken S. Herrmann Alexander Loser 18 11 0 30 Nov 2021
CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks Chao Pang Xinzhuo Jiang Krishna S. Kalluri M. Spotnitz Ruijun Chen A. Perotte Karthik Natarajan OOD 11 58 0 10 Nov 2021
Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit using Flexible Multimodal Transformers B. Shickel P. Tighe A. Bihorac Parisa Rashidi 14 5 0 09 Nov 2021
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives Ziyi Liu Jiaqi Zhang Yongshuai Hou Xinran Zhang Ge Li Yang Xiang 17 14 0 09 Nov 2021
ClimateBert: A Pretrained Language Model for Climate-Related Text Nicolas Webersinke Mathias Kraus Jiabo Huang Markus Leippold AI4CE 21 131 0 22 Oct 2021
Transfer Learning in Electronic Health Records through Clinical Concept Embedding J. R. A. Solares Yajie Zhu A. Hassaine Shishir Rao Yikuan Li M. Mamouei D. Canoy K. Rahimi G. Salimi-Khorshidi 18 6 0 27 Jul 2021
MedGPT: Medical Concept Prediction from Clinical Narratives Z. Kraljevic Anthony Shek D. Bean R. Bendayan J. Teo Richard J. B. Dobson LM&MA AI4TS MedIm 18 39 0 07 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 19 154 0 07 Jul 2021
Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records Yikuan Li M. Mamouei G. Salimi-Khorshidi Shishir Rao A. Hassaine D. Canoy Thomas Lukasiewicz K. Rahimi 13 74 0 21 Jun 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 18 164 0 16 Apr 2021
COVIDScholar: An automated COVID-19 research aggregation and analysis platform Amalie Trewartha John Dagdelen Haoyan Huo Kevin Cruse Zheren Wang ... Akshay Subramanian Yuxing Fei Benjamin Justus Kristin A. Persson Gerbrand Ceder 17 20 0 07 Dec 2020
Accenture at CheckThat! 2020: If you say so: Post-hoc fact-checking of claims using transformer-based models Evan Williams Paul Rodrigues Valerie Novak 34 42 0 05 Sep 2020