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Richard JB Dobson

Developing and Evaluating an AI-Assisted Prediction Model for Unplanned Intensive Care Admissions following Elective Neurosurgery using Natural Language Processing within an Electronic Healthcare Record System

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Mar 13, 2025
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Unveiling the Secrets: How Masking Strategies Shape Time Series Imputation

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May 26, 2024
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Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model

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Sep 05, 2023
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Disease Insight through Digital Biomarkers Developed by Remotely Collected Wearables and Smartphone Data

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Aug 03, 2023
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Estimating Redundancy in Clinical Text

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May 25, 2021
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Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study

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Apr 26, 2021
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Fitbeat: COVID-19 Estimation based on Wristband Heart Rate

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Apr 19, 2021
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A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data

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Nov 18, 2020
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Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit

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Oct 02, 2020
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Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset

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Jun 12, 2020
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