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Publications

Scientific publications from the AI-PROGNOSIS project.

SCIENTIFIC PUBLICATION

On capturing effects of medication change in Parkinson’s disease with wrist accelerometry-based digital biomarkers

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On capturing effects of medication change in Parkinson’s disease with wrist accelerometry-based digital biomarkers

SCIENTIFIC PUBLICATION

A Deep Learning Approach for Parkinsonian Tremor Assessment Using Wearables

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A Deep Learning Approach for Parkinsonian Tremor Assessment Using Wearables

SCIENTIFIC PUBLICATION

Wrist Accelerometry-based Digital Assessment of Slowness of Movement in Parkinson's Disease: a Multi-Cohort Analysis

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Wrist Accelerometry-based Digital Assessment of Slowness of Movement in Parkinson's Disease: a Multi-Cohort Analysis

SCIENTIFIC PUBLICATION

PDualNet: a deep learning framework for joint prediction of Parkinson’s disease progression subtype and MDS-UPDRS scores

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PDualNet: a deep learning framework for joint prediction of Parkinson’s disease progression subtype and MDS-UPDRS scores

SCIENTIFIC PUBLICATION

Stakeholder Perspectives on Trustworthy AI for Parkinson Disease
Management Using a Cocreation Approach: Qualitative
Exploratory Study

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Stakeholder Perspectives on Trustworthy AI for Parkinson Disease Management Using a Cocreation Approach: Qualitative Exploratory Study

SCIENTIFIC PUBLICATION

Co-Designing a “win-win” in Predictive AI: First Results from Interviews and Focus Groups with Persons with Parkinson’s Disease

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Co-Designing a “win-win” in Predictive AI: First Results from Interviews and Focus Groups with Persons with Parkinson’s Disease

SCIENTIFIC PUBLICATION

An agile co-creation approach for designing a comprehensive
digital motor assessment test for Parkinson’s Disease patients

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An agile co-creation approach for designing a comprehensive digital motor assessment test for Parkinson’s Disease patients

SCIENTIFIC PUBLICATION

Assessing motor skills in Parkinson’s Disease using
smartphone-based video analysis and machine learning

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Assessing motor skills in Parkinson’s Disease using smartphone-based video analysis and machine learning

SCIENTIFIC PUBLICATION

MoveONParkinson: developing a personalized motivational solution for Parkinson’s disease management

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MoveONParkinson: developing a personalized motivational solution for Parkinson’s disease management

SCIENTIFIC PUBLICATION

Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment

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Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment
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