Search Results for author: David Suendermann-Oeft

Found 11 papers, 0 papers with code

On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers

no code implementations WS 2020 Michael Neumann, Oliver Roessler, David Suendermann-Oeft, Vikram Ramanarayanan

We investigate the utility of audiovisual dialog systems combined with speech and video analytics for real-time remote monitoring of depression at scale in uncontrolled environment settings.

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

Leveraging Multimodal Dialog Technology for the Design of Automated and Interactive Student Agents for Teacher Training

no code implementations WS 2018 David Pautler, Vikram Ramanarayanan, Kirby Cofino, Patrick Lange, David Suendermann-Oeft

We used the open-source multimodal dialog system HALEF to implement a small-group classroom math discussion involving Venn diagrams where a human teacher candidate has to interact with two student ECAs whose actions are controlled by the dialog system.

Math

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

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

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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