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Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records

Scientific reports, 2021-10, Vol.11 (1), p.20685-20685, Article 20685

2021

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Publisher Correction: Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records

Scientific reports, 2021-11, Vol.11 (1), p.22254-22254, Article 22254

2021

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Design and Analysis of a Continuous and Non-Invasive Multi-Wavelength Optical Sensor for Measurement of Dermal Water Content

Sensors (Basel, Switzerland), 2021-03, Vol.21 (6), p.2162

2021

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Investigating the association of environmental exposures and all-cause mortality in the UK Biobank using sparse principal component analysis

Scientific reports, 2022-06, Vol.12 (1), p.9239-10, Article 9239

2022

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Identification and Quantitative Determination of Lactate Using Optical Spectroscopy-Towards a Noninvasive Tool for Early Recognition of Sepsis

Sensors (Basel, Switzerland), 2020-09, Vol.20 (18), p.5402

2020

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An interpretable machine learning framework for measuring urban perceptions from panoramic street view images

iScience, 2023-03, Vol.26 (3), p.106132-106132, Article 106132

2023

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Stratification of diabetes in the context of comorbidities, using representation learning and topological data analysis

Scientific reports, 2023-07, Vol.13 (1), p.11478-11478, Article 11478

2023

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Investigations into the Effects of pH on Quantitative Measurements of Lactate in Biological Media Using ATR-FTIR Spectroscopy

Molecules (Basel, Switzerland), 2020-08, Vol.25 (16), p.3695

2020

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Comparison of Dual Beam Dispersive and FTNIR Spectroscopy for Lactate Detection

Sensors (Basel, Switzerland), 2021-03, Vol.21 (5), p.1891

2021

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Uncertainty-Aware Interpretable Deep Learning for Slum Mapping and Monitoring

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (13), p.3072

2022

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In-vitro spectrometric analysis of hyperlactatemia and lactic acidosis in buffer relating to sepsis

Journal of near infrared spectroscopy (United Kingdom), 2021-02, Vol.29 (1), p.53-59

2021

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Comparison of wavelength selection methods for in-vitro estimation of lactate: a new unconstrained, genetic algorithm-based wavelength selection

Scientific reports, 2020-10, Vol.10 (1), p.16905-16905, Article 16905

2020

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Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records

IEEE transaction on neural networks and learning systems, 2024-04, Vol.35 (4), p.5027-5038

2024

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Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records

IEEE journal of biomedical and health informatics, 2023-02, Vol.27 (2), p.1106-1117

2023

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A framework for user- and system-oriented optimisation of fuel efficiency and traffic flow in Adaptive Cruise Control

Transportation research. Part C, Emerging technologies, 2018-07, Vol.92, p.27-41

2018

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Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk

Heart (British Cardiac Society), 2023-08, Vol.109 (16), p.1216-1222

2023

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Sodium-based paracetamol: impact on blood pressure, cardiovascular events, and all-cause mortality

European heart journal, 2023-11, Vol.44 (42), p.4448-4457

2023

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Ambient Air Pollution and Respiratory Health in Sub-Saharan African Children: A Cross-Sectional Analysis

International journal of environmental research and public health, 2021-09, Vol.18 (18), p.9729

2021

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Comparison of pulse rate variability and morphological features of photoplethysmograms in estimation of blood pressure

Biomedical signal processing and control, 2022-09, Vol.78, p.103968, Article 103968

2022

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Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm

Information fusion, 2023-09, Vol.97, p.101813, Article 101813

2023

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A comparative study of model-centric and data-centric approaches in the development of cardiovascular disease risk prediction models in the UK Biobank

European heart journal. Digital health, 2023-08, Vol.4 (4), p.337-346

2023

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Road Traffic Noise and Incidence of Primary Hypertension: A Prospective Analysis in UK Biobank

JACC. Advances (Online), 2023-03, Vol.2 (2), p.None-None

2023

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Road Traffic Noise and Incidence of Primary Hypertension

JACC. Advances (Online), 2023-03, Vol.2 (2), p.100262, Article 100262

2023

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Validation of risk prediction models applied to longitudinal electronic health record data for the prediction of major cardiovascular events in the presence of data shifts

European heart journal. Digital health, 2022-12, Vol.3 (4), p.535-547

2022

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A quantitative approach to the behavioural analysis of drivers in highways using particle filtering

Transportation planning and technology, 2016-01, Vol.39 (1), p.78-96

2016

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Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records

Publisher Correction: Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records

Design and Analysis of a Continuous and Non-Invasive Multi-Wavelength Optical Sensor for Measurement of Dermal Water Content

Investigating the association of environmental exposures and all-cause mortality in the UK Biobank using sparse principal component analysis

Identification and Quantitative Determination of Lactate Using Optical Spectroscopy-Towards a Noninvasive Tool for Early Recognition of Sepsis

An interpretable machine learning framework for measuring urban perceptions from panoramic street view images

Stratification of diabetes in the context of comorbidities, using representation learning and topological data analysis

Investigations into the Effects of pH on Quantitative Measurements of Lactate in Biological Media Using ATR-FTIR Spectroscopy

Comparison of Dual Beam Dispersive and FTNIR Spectroscopy for Lactate Detection

Uncertainty-Aware Interpretable Deep Learning for Slum Mapping and Monitoring

In-vitro spectrometric analysis of hyperlactatemia and lactic acidosis in buffer relating to sepsis

Comparison of wavelength selection methods for in-vitro estimation of lactate: a new unconstrained, genetic algorithm-based wavelength selection

Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records

Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records

A framework for user- and system-oriented optimisation of fuel efficiency and traffic flow in Adaptive Cruise Control

Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk

Sodium-based paracetamol: impact on blood pressure, cardiovascular events, and all-cause mortality

Ambient Air Pollution and Respiratory Health in Sub-Saharan African Children: A Cross-Sectional Analysis

Comparison of pulse rate variability and morphological features of photoplethysmograms in estimation of blood pressure

Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm

A comparative study of model-centric and data-centric approaches in the development of cardiovascular disease risk prediction models in the UK Biobank

Road Traffic Noise and Incidence of Primary Hypertension: A Prospective Analysis in UK Biobank

Road Traffic Noise and Incidence of Primary Hypertension

Validation of risk prediction models applied to longitudinal electronic health record data for the prediction of major cardiovascular events in the presence of data shifts

A quantitative approach to the behavioural analysis of drivers in highways using particle filtering

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