Natural Language Processing

Neuropsychological test validation of speech markers of cognitive impairment in the Framingham Cognitive Aging Cohort
Aim: Although clinicians primarily diagnose dementia based on a combination of metrics such as medical history and formal …
Larry Zhang, Anthony Ngo, Jason A. Thomas, Hannah A. Burkhardt, Carolyn M. Parsey, Rhoda Au, Reza Hosseini Ghomi
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Neuropsychological test validation of speech markers of cognitive impairment in the Framingham Cognitive Aging Cohort
Assessing the Utility of Language and Voice Biomarkers to Predict Cognitive Impairment in the Framingham Heart Study Cognitive Aging Cohort Data
Background: There is a need for fast, accessible, low-cost, and accurate diagnostic methods for early detection of cognitive decline. …
Jason A. Thomas, Hannah A. Burkhardt, Safina Chaudhry, Anthony Ngo, Saransh Sharma, Larry Zhang, Rhoda Au, Reza Hosseini Ghomi
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Assessing the Utility of Language and Voice Biomarkers to Predict Cognitive Impairment in the Framingham Heart Study Cognitive Aging Cohort Data
UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference
Recent advances in distributed language modeling have led to large performance increases on a variety of natural language processing …
William Kearns, Wilson Lau, Jason A. Thomas
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UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference
Resource and Response Type Classification for Consumer Health Question Answering
Health question answering systems often depend on the initial step of question type classification. Practitioners face several modeling …
William R. Kearns, Jason A. Thomas
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Resource and Response Type Classification for Consumer Health Question Answering