TAPER: Time-Aware Patient EHR Representation

TAPER: Time-Aware Patient EHR Representation

11 August 2019

Mohammad Kachuee

Majid Sarrafzadeh

Papers citing "TAPER: Time-Aware Patient EHR Representation"

11 / 11 papers shown

Title
Inadequacy of common stochastic neural networks for reliable clinical decision support Adrian Lindenmeyer Malte Blattmann S. Franke Thomas Neumuth Daniel Schneider BDL 35 1 0 24 Jan 2024
Application of Transformers based methods in Electronic Medical Records: A Systematic Literature Review Vitor A. Batista Alexandre Evsukoff MedIm 30 0 0 05 Apr 2023
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets Hoda Memarzadeh Nasser Ghadiri Matthias Samwald Maryam Lotfi Shahreza 41 0 0 15 Mar 2023
sEHR-CE: Language modelling of structured EHR data for efficient and generalizable patient cohort expansion Anna Munoz-Farre Harry Rose S. A. Cakiroglu 11 4 0 30 Nov 2022
Multi-Label Clinical Time-Series Generation via Conditional GAN C. Lu Chandan K. Reddy Ping Wang Dong Nie Yue Ning SyDa 40 26 0 10 Apr 2022
Enriching Unsupervised User Embedding via Medical Concepts Xiaolei Huang Franck Dernoncourt Mark Dredze 23 3 0 20 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
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
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
Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction Chang Lu Chandan K. Reddy Yue Ning 27 27 0 09 Jun 2021
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015