Medical Concept Embedding with Time-Aware Attention

6 June 2018

Xiaojie Yuan

Papers citing "Medical Concept Embedding with Time-Aware Attention"

26 / 26 papers shown

Title
Guardrails for avoiding harmful medical product recommendations and off-label promotion in generative AI models Daniel Lopez-Martinez MedIm 51 1 0 24 Jun 2024
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
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations Asem Alaa Erik Mayer Mauricio Barahona AI4CE 22 3 0 05 Jul 2022
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift Vincent Jeanselme G. Martin Niels Peek M. Sperrin Brian D. M. Tom Jessica Barrett OOD 34 4 0 26 May 2022
Natural Language Processing for Smart Healthcare Binggui Zhou Guanghua Yang Zheng Shi Shaodan Ma AI4MH LM&MA 35 111 0 19 Oct 2021
Sequential Diagnosis Prediction with Transformer and Ontological Representation Xueping Peng Guodong Long Tao Shen Sen Wang Jing Jiang 28 29 0 07 Sep 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
Multi-Time Attention Networks for Irregularly Sampled Time Series Satya Narayan Shukla Benjamin M. Marlin AI4TS 108 184 0 25 Jan 2021
Heterogeneous Similarity Graph Neural Network on Electronic Health Records Zheng Liu Xiaohan Li Hao Peng Lifang He Philip S. Yu 27 64 0 17 Jan 2021
Improved Biomedical Word Embeddings in the Transformer Era Jiho Noh Ramakanth Kavuluru MedIm 13 15 0 22 Dec 2020
CODER: Knowledge infused cross-lingual medical term embedding for term normalization Zheng Yuan Zhengyun Zhao Haixia Sun Jiao Li Fei Wang Sheng Yu MedIm 18 95 0 05 Nov 2020
A Unified Model for Recommendation with Selective Neighborhood Modeling Jingwei Ma Jiahui Wen Panpan Zhang Guangda Zhang Xue Li GNN 13 3 0 19 Oct 2020
BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes Xueping Peng Guodong Long Tao Shen Sen Wang Jing Jiang Chengqi Zhang 14 15 0 24 Sep 2020
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients Dani Kiyasseh T. Zhu David A. Clifton 24 186 0 27 May 2020
BioConceptVec: creating and evaluating literature-based biomedical concept embeddings on a large scale Qingyu Chen Kyubum Lee Shankai Yan Sun Kim Chih-Hsuan Wei Zhiyong Lu 13 47 0 23 Dec 2019
$$\mathtt{MedGraph:}$ Structural and Temporal Representation Learning of Electronic Medical Records$ $\mathtt{MedGraph:}$ Structural and Temporal Representation Learning of Electronic Medical Records B. Hettige Yuan-Fang Li Weiqing Wang Suong Le Wray L. Buntine 16 18 0 08 Dec 2019
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data Yi Huang Xiaoshan Yang Changsheng Xu AI4TS 17 3 0 28 Nov 2019
Representation Learning of EHR Data via Graph-Based Medical Entity Embedding Tong Wu Yunlong Wang Yue Wang E. Zhao Yilian Yuan Zhi Yang AI4TS 18 15 0 07 Oct 2019
Unsupervised Representation for EHR Signals and Codes as Patient Status Vector Sajad Darabi Mohammad Kachuee Majid Sarrafzadeh 16 4 0 04 Oct 2019
Temporal Self-Attention Network for Medical Concept Embedding Xueping Peng Guodong Long Tao Shen Sen Wang Jing Jiang Michael Blumenstein 70 29 0 15 Sep 2019
TAPER: Time-Aware Patient EHR Representation Sajad Darabi Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 19 56 0 11 Aug 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
Understanding the Stability of Medical Concept Embeddings Grace E. Lee Aixin Sun 14 2 0 21 Apr 2019
Inpatient2Vec: Medical Representation Learning for Inpatients Ying Wang Xiao Xu Tao Jin Xiang Li Guotong Xie Jianmin Wang AI4TS 22 21 0 18 Apr 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 17 82 0 04 Mar 2019
PANDA: Facilitating Usable AI Development Jinyang Gao Wei Wang Meihui Zhang Gang Chen H. V. Jagadish Guoliang Li Teck Khim Ng Beng Chin Ooi Sheng Wang Jingren Zhou 19 4 0 26 Apr 2018