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05/21/2023
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech
Speech is promising as an objective, convenient tool to monitor health r...
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11/14/2022
Summarisation of Electronic Health Records with Clinical Concept Guidance
Brief Hospital Course (BHC) summaries are succinct summaries of an entir...
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07/07/2021
MedGPT: Medical Concept Prediction from Clinical Narratives
The data available in Electronic Health Records (EHRs) provides the oppo...
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06/12/2020
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech
Alzheimer's Dementia (AD) is an incurable, debilitating, and progressive...
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05/08/2020
Comparative Analysis of Text Classification Approaches in Electronic Health Records
Text classification tasks which aim at harvesting and/or organizing info...
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04/03/2020
Modeling Rare Interactions in Time Series Data Through Qualitative Change: Application to Outcome Prediction in Intensive Care Units
Many areas of research are characterised by the deluge of large-scale hi...
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02/11/2020
Personalized acute stress classification from physiological signals with neural processes
Objective: A person's affective state has known relationships to physiol...
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02/07/2020
Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR
Multimorbidity research in mental health services requires data from phy...
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01/27/2020
The side effect profile of Clozapine in real world data of three large mental hospitals
Objective: Mining the data contained within Electronic Health Records (E...
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12/18/2019
MedCAT – Medical Concept Annotation Tool
Biomedical documents such as Electronic Health Records (EHRs) contain a ...
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12/02/2019
On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning
Current machine learning models aiming to predict sepsis from Electronic...
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07/16/2019
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation
We present MedCATTrainer an interface for building, improving and custom...
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11/23/2018