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An automated medical scribe for documenting clinical encounters
TLDR
A medical scribe is a clinical professional who charts patient–physician encounters in real time, relieving physicians of most of their administrative burden and substantially increasing productivity. Expand
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From dictations to clinical reports using machine translation
TLDR
We introduce a novel holistic approach to post-processing that relies on machine callytranslation. Expand
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Medical code prediction with multi-view convolution and description-regularized label-dependent attention
TLDR
We present a deep learning system that advances the state of the art for the MIMIC-III dataset, achieving a new best micro F1-measure of 55.85\%, significantly outperforming the previous best result (Mullenbach et al. 2018). Expand
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Deep Learning for Punctuation Restoration in Medical Reports
TLDR
This paper describes a method for punctuation restoration based on a stateof-the-art stack of NLP and machine learning techniques including B-RNNs with an attention mechanism and late fusion, as well as a feature extraction technique tailored to the processing of medical terminology using a novel vocabulary reduction model. Expand
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Submillimeter line emission from LMC N159W: a dense, clumpy PDR in a low metallicity environment
Context. Star formation at earlier cosmological times takes place in an interstellar medium with low metallicity. The Large Magellanic Cloud (LMC) is ideally suited to study star formation in such anExpand
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Control and Eradication
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Crowdsourced Continuous Improvement of Medical Speech Recognition
TLDR
We describe a method for continuously improving the accuracy of a large-scale medical automatic speech recognizer (ASR) using a multi-step cycle involving several groups of workers. Expand
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Detecting Section Boundaries in Medical Dictations: Toward Real-Time Conversion of Medical Dictations to Clinical Reports
TLDR
We present a section boundary detection framework specifically for clinical dictations that can be performed directly upon the raw text to better anticipate the post-processing stage. Expand
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Comparative Effects of Sertraline and Nortriptyline on Body Sway in Older Depressed Patients.
This study examined effects of nortriptyline and sertraline on the balance and stability of depressed geriatric inpatients. Body sway was measured with a stable force-platform at three timepoints:Expand
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Medical Speech Recognition: Reaching Parity with Humans
TLDR
We present a speech recognition system for the medical domain whose architecture is based on a state-of-the-art stack trained on over 270 h of medical speech data and 30 million tokens of text from clinical episodes. Expand
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