Search Results for author: Mark Miller

Found 6 papers, 0 papers with code

Trust as Extended Control: Active Inference and User Feedback During Human-Robot Collaboration

no code implementations22 Apr 2021 Felix Schoeller, Mark Miller, Roy Salomon, Karl J. Friston

This model is based on the cognitive neuroscience of active inference and suggests that, in the context of HRC, trust can be cast in terms of virtual control over an artificial agent.

Medical code prediction with multi-view convolution and description-regularized label-dependent attention

no code implementations5 Nov 2018 Najmeh Sadoughi, Greg P. Finley, James Fone, Vignesh Murali, Maxim Korenevski, Slava Baryshnikov, Nico Axtmann, Mark Miller, David Suendermann-Oeft

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.

Medical Code Prediction

An automated medical scribe for documenting clinical encounters

no code implementations NAACL 2018 Gregory Finley, Erik Edwards, Am Robinson, a, Michael Brenndoerfer, Najmeh Sadoughi, James Fone, Nico Axtmann, Mark Miller, David Suendermann-Oeft

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 and job satisfaction.

speaker-diarization Speaker Diarization +3

From dictations to clinical reports using machine translation

no code implementations NAACL 2018 Gregory Finley, Wael Salloum, Najmeh Sadoughi, Erik Edwards, Am Robinson, a, Nico Axtmann, Michael Brenndoerfer, Mark Miller, David Suendermann-Oeft

A typical workflow to document clinical encounters entails dictating a summary, running speech recognition, and post-processing the resulting text into a formatted letter.

Machine Translation Punctuation Restoration +3

Deep Learning for Punctuation Restoration in Medical Reports

no code implementations WS 2017 Wael Salloum, Greg Finley, Erik Edwards, Mark Miller, David Suendermann-Oeft

In clinical dictation, speakers try to be as concise as possible to save time, often resulting in utterances without explicit punctuation commands.

Punctuation Restoration Speech Recognition

Automated Preamble Detection in Dictated Medical Reports

no code implementations WS 2017 Wael Salloum, Greg Finley, Erik Edwards, Mark Miller, David Suendermann-Oeft

Dictated medical reports very often feature a preamble containing metainformation about the report such as patient and physician names, location and name of the clinic, date of procedure, and so on.

Speech Recognition Word Embeddings

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