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An automated medical scribe for documenting clinical encounters
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 productivityExpand
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From dictations to clinical reports using machine translation
A typical workflow to document clinical encounters entails dictating a summary, running speech recognition, and post-processing the resulting text into a formatted letter. Post-processing entails aExpand
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Deep Learning for Punctuation Restoration in Medical Reports
In clinical dictation, speakers try to be as concise as possible to save time, often resulting in utterances without explicit punctuation commands. Since the end product of a dictated report, e.g. anExpand
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Medical code prediction with multi-view convolution and description-regularized label-dependent attention
A ubiquitous task in processing electronic medical data is the assignment of standardized codes representing diagnoses and/or procedures to free-text documents such as medical reports. This is aExpand
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Control and Eradication
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Crowdsourced Continuous Improvement of Medical Speech Recognition
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. The paper willExpand
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Detecting Section Boundaries in Medical Dictations: Toward Real-Time Conversion of Medical Dictations to Clinical Reports
We present a section boundary detection framework specifically for clinical dictations. Detection is cast as a semi-supervised binary tagging problem and solved using a neural network model composedExpand
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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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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
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 fromExpand
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