Embedding, aligning and reconstructing clinical notes to explore sepsis

Embedding, aligning and reconstructing clinical notes to explore sepsis

Abstract Objective Our goal was to research and develop exploratory analysis tools for clinical notes, which now are underrepresented to limit the diversity of data insights on medically relevant applications. Results We characterize how exploratory analysis can affect representation learning on cli...

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Bibliographic Details
Main Authors: Xudong Zhu, Joseph M. Plasek, Chunlei Tang, Wasim Al-Assad, Zhikun Zhang, Yun Xiong, Liqin Wang, Sharmitha Yerneni, Carlos Ortega, Min-Jeoung Kang, Li Zhou, David W. Bates, Patricia C. Dykes
Format: Article
Language:English
Published: BMC 2021-04-01
Series:BMC Research Notes
Subjects:
Sepsis
Representation learning
Exploratory analysis
Data driven medicine
Online Access:https://doi.org/10.1186/s13104-021-05529-4

Internet

https://doi.org/10.1186/s13104-021-05529-4

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