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Interpretable deep learning for the remote characterisation of ambulation in multiple sclerosis using smartphones

Scientific reports, 2021-07, Vol.11 (1), p.14301-14301, Article 14301

2021

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A smartphone sensor-based digital outcome assessment of multiple sclerosis

Multiple sclerosis, 2022-04, Vol.28 (4), p.654-664

2022

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Outcome measures based on digital health technology sensor data: data- and patient-centric approaches

NPJ digital medicine, 2020-07, Vol.3 (1), p.97-8, Article 97

2020

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Evaluation of smartphone‐based testing to generate exploratory outcome measures in a phase 1 Parkinson's disease clinical trial

Movement disorders, 2018-08, Vol.33 (8), p.1287-1297

2018

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Gait Characteristics Harvested During a Smartphone-Based Self-Administered 2-Minute Walk Test in People with Multiple Sclerosis: Test-Retest Reliability and Minimum Detectable Change

Sensors (Basel, Switzerland), 2020-10, Vol.20 (20), p.5906

2020

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Reliability and validity of the Roche PD Mobile Application for remote monitoring of early Parkinson’s disease

Scientific reports, 2022-07, Vol.12 (1), p.12081-12081, Article 12081

2022

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Structure-based prediction of asparagine and aspartate degradation sites in antibody variable regions

PloS one, 2014-06, Vol.9 (6), p.e100736-e100736

2014

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Beacon-Based Remote Measurement of Social Behavior in ASD Clinical Trials: A Technical Feasibility Assessment

Sensors (Basel, Switzerland), 2021-07, Vol.21 (14), p.4664

2021

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Prediction of VH-VL domain orientation for antibody variable domain modeling

Proteins, structure, function, and bioinformatics, 2015-04, Vol.83 (4), p.681-695

2015

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Automatic speaker diarization for natural conversation analysis in autism clinical trials

Scientific reports, 2023-06, Vol.13 (1), p.10270-10270, Article 10270

2023

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Measuring Health-Related Quality of Life With Multimodal Data: Viewpoint

Journal of medical Internet research, 2022-05, Vol.24 (5), p.e35951-e35951

2022

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Deep Learning-Based Human Activity Recognition for Continuous Activity and Gesture Monitoring for Schizophrenia Patients With Negative Symptoms

Frontiers in psychiatry, 2020-09, Vol.11, p.574375

2020

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A Remote Digital Monitoring Platform to Assess Cognitive and Motor Symptoms in Huntington Disease: Cross-sectional Validation Study

Journal of medical Internet research, 2022-06, Vol.24 (6), p.e32997-e32997

2022

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Aggregation and Chemical Modification of Monoclonal Antibodies under Upstream Processing Conditions

Pharmaceutical research, 2013-05, Vol.30 (5), p.1380-1399

2013

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Look me in the eye: evaluating the accuracy of smartphone-based eye tracking for potential application in autism spectrum disorder research

Biomedical engineering online, 2019-05, Vol.18 (1), p.51-51, Article 51

2019

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Longitudinal Trend Monitoring of Multiple Sclerosis Ambulation Using Smartphones

IEEE open journal of engineering in medicine and biology, 2022-01, Vol.3, p.202-210

2022

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VH-VL orientation prediction for antibody humanization candidate selection: A case study

mAbs, 2016-01, Vol.8 (2), p.288-305

2016

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Practice effects in performance outcome measures in patients living with neurologic disorders – A systematic review

Heliyon, 2022-08, Vol.8 (8), p.e10259-e10259, Article e10259

2022

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Preliminary validity of the Draw a Shape Test for upper extremity assessment in multiple sclerosis

Annals of clinical and translational neurology, 2023-02, Vol.10 (2), p.166-180

2023

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Assessment of Upper Extremity Function in Multiple Sclerosis: Feasibility of a Digital Pinching Test

JMIR formative research, 2023-10, Vol.7, p.e46521-e46521

2023

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Physiological sensor data cleaning with autoencoders

Physiological measurement, 2023-12, Vol.44 (12), p.125003

2023

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Trial of Prasinezumab in Early-Stage Parkinson’s Disease

The New England journal of medicine, 2022-08, Vol.387 (5), p.421-432

2022

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Prediction of Long-term Adherence to Smartphone Sensor-based Tests (Floodlight) (P5-6.016)

Neurology, 2024-04, Vol.102 (17_supplement_1)

2024

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Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones

IEEE transactions on biomedical engineering, 2020-12, Vol.67 (12), p.3491-3500

2020

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J03 Evaluating tominersen effect on self-reported quality of life (QoL) with high-frequency longitudinal, digital euroqol 5-dimensions 5-level (EQ-5D-5L) survey in generation HD1, a phase III trial of tominersen in adult individuals with manifest Huntington’s disease (HD)

Journal of neurology, neurosurgery and psychiatry, 2022-09, Vol.93 (Suppl 1), p.A94-A94

2022

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Interpretable deep learning for the remote characterisation of ambulation in multiple sclerosis using smartphones

A smartphone sensor-based digital outcome assessment of multiple sclerosis

Outcome measures based on digital health technology sensor data: data- and patient-centric approaches

Evaluation of smartphone‐based testing to generate exploratory outcome measures in a phase 1 Parkinson's disease clinical trial

Gait Characteristics Harvested During a Smartphone-Based Self-Administered 2-Minute Walk Test in People with Multiple Sclerosis: Test-Retest Reliability and Minimum Detectable Change

Reliability and validity of the Roche PD Mobile Application for remote monitoring of early Parkinson’s disease

Structure-based prediction of asparagine and aspartate degradation sites in antibody variable regions

Beacon-Based Remote Measurement of Social Behavior in ASD Clinical Trials: A Technical Feasibility Assessment

Prediction of VH-VL domain orientation for antibody variable domain modeling

Automatic speaker diarization for natural conversation analysis in autism clinical trials

Measuring Health-Related Quality of Life With Multimodal Data: Viewpoint

Deep Learning-Based Human Activity Recognition for Continuous Activity and Gesture Monitoring for Schizophrenia Patients With Negative Symptoms

A Remote Digital Monitoring Platform to Assess Cognitive and Motor Symptoms in Huntington Disease: Cross-sectional Validation Study

Aggregation and Chemical Modification of Monoclonal Antibodies under Upstream Processing Conditions

Look me in the eye: evaluating the accuracy of smartphone-based eye tracking for potential application in autism spectrum disorder research

Longitudinal Trend Monitoring of Multiple Sclerosis Ambulation Using Smartphones

VH-VL orientation prediction for antibody humanization candidate selection: A case study

Practice effects in performance outcome measures in patients living with neurologic disorders – A systematic review

Preliminary validity of the Draw a Shape Test for upper extremity assessment in multiple sclerosis

Assessment of Upper Extremity Function in Multiple Sclerosis: Feasibility of a Digital Pinching Test

Physiological sensor data cleaning with autoencoders

Trial of Prasinezumab in Early-Stage Parkinson’s Disease

Prediction of Long-term Adherence to Smartphone Sensor-based Tests (Floodlight) (P5-6.016)

Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones

J03 Evaluating tominersen effect on self-reported quality of life (QoL) with high-frequency longitudinal, digital euroqol 5-dimensions 5-level (EQ-5D-5L) survey in generation HD1, a phase III trial of tominersen in adult individuals with manifest Huntington’s disease (HD)

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