Deep EHR: Chronic Disease Prediction Using Medical Notes

15 August 2018

Papers citing "Deep EHR: Chronic Disease Prediction Using Medical Notes"

15 / 15 papers shown

Title
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data Ziyang Zhang Hejie Cui Ran Xu Yuzhang Xie Joyce C. Ho Carl Yang CML 34 2 0 14 Jun 2024
Enhancing Antibiotic Stewardship using a Natural Language Approach for Better Feature Representation Simon A. Lee Trevor Brokowski Jeffrey N. Chiang 29 8 0 30 May 2024
An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning Sunjae Kwon Zhichao Yang Hong-ye Yu 21 2 0 26 Nov 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
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives Ziyi Liu Jiaqi Zhang Yongshuai Hou Xinran Zhang Ge Li Yang Xiang 19 14 0 09 Nov 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 26 5 0 23 Jul 2021
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning Xinyu Dong Jianyuan Deng S. Rashidian Kayley Abell-Hart W. Hou R. Rosenthal M. Saltz Joel H. Saltz Fusheng Wang 19 29 0 09 Oct 2020
PREMIER: Personalized REcommendation for Medical prescrIptions from Electronic Records Suman Bhoi M. Lee W. Hsu 15 12 0 28 Aug 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 8 15 0 27 Aug 2020
SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability S. Mallya J. Overhage S. Bodapati Navneet Srivastava Sahika Genc OOD 15 1 0 13 Nov 2019
Explainable Prediction of Adverse Outcomes Using Clinical Notes Justin Lovelace N. Hurley A. Haimovich B. Mortazavi BDL FAtt 23 2 0 30 Oct 2019
Benchmarking Deep Learning Architectures for Predicting Readmission to the ICU and Describing Patients-at-Risk S. Barbieri James Kemp O. Perez-Concha S. Kotwal M. Gallagher A. Ritchie Louisa R Jorm 22 75 0 21 May 2019
Predicting Inpatient Discharge Prioritization With Electronic Health Records Anand Avati Stephen R. Pfohl Chris Lin Thao Nguyen Meng Zhang P. Hwang Jessica Wetstone Kenneth Jung A. Ng N. Shah 17 5 0 02 Dec 2018
A Fully Private Pipeline for Deep Learning on Electronic Health Records Edward Chou Thao Nguyen Josh Beal Albert Haque Li Fei-Fei SyDa FedML 6 6 0 25 Nov 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014