Clinical Concept Embeddings Learned from Massive Sources of Multimodal
Medical Data

Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data

4 April 2018

Tianxi Cai

Papers citing "Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data"

16 / 16 papers shown

Title
Integration of Large Language Models and Traditional Deep Learning for Social Determinants of Health Prediction Paul Landes Jimeng Sun Adam Cross 33 0 0 06 May 2025
Hierarchical Pretraining for Biomedical Term Embeddings Bryan Cai Sihang Zeng Yucong Lin Zheng Yuan D. Zhou Lu Tian 28 0 0 01 Jul 2023
Bioformer: an efficient transformer language model for biomedical text mining Li Fang Qingyu Chen Chih-Hsuan Wei Zhiyong Lu Kai Wang MedIm AI4CE 32 18 0 03 Feb 2023
Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasets Gordana Ispirova T. Eftimov B. Korousic-Seljak 22 4 0 02 Feb 2023
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model Tianxi Cai Dong Xia Luwan Zhang D. Zhou 26 1 0 28 Sep 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking Dustin Wright David Wadden Kyle Lo Bailey Kuehl Arman Cohan Isabelle Augenstein Lucy Lu Wang MedIm 47 54 0 24 Mar 2022
Multimodal data matters: language model pre-training over structured and unstructured electronic health records Sicen Liu Xiaolong Wang Yongshuai Hou Ge Li Hui Wang Huiqin Xu Yang Xiang Buzhou Tang 52 30 0 25 Jan 2022
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
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 26 6 0 27 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
Probing Pre-Trained Language Models for Disease Knowledge Israa Alghanmi Luis Espinosa-Anke Steven Schockaert LM&MA ELM 24 13 0 14 Jun 2021
CODER: Knowledge infused cross-lingual medical term embedding for term normalization Zheng Yuan Zhengyun Zhao Haixia Sun Jiao Li Fei Wang Sheng Yu MedIm 21 95 0 05 Nov 2020
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit Z. Kraljevic Thomas Searle Anthony Shek Lukasz Roguski Kawsar Noor ... A. Shah W. K. Wong Zina M. Ibrahim J. Teo Richard J. B. Dobson AI4MH 33 161 0 02 Oct 2020
A Deep Learning Pipeline for Patient Diagnosis Prediction Using Electronic Health Records Leopold Franz Yash Raj Shrestha B. Paudel OOD 12 24 0 23 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 21 656 0 22 May 2020
Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations Xiang Yue Zhen Wang Jingong Huang Srinivasan Parthasarathy Soheil Moosavinasab Yungui Huang S. Lin Wen Zhang Ping Zhang Huan Sun GNN 13 325 0 12 Jun 2019