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The Use of Deep Learning and Machine Learning on Longitudinal Electronic Health Records for the Early Detection and Prevention of Diseases: Scoping Review

Laura Swinckels (Onderzoeker); Harmen Bijwaard (Onderzoeker); Ander de Keijzer (Lector); Janneke Scheerman (Onderzoeker); Frank C. Bennis (Onderzoeker); Kirsten Ziesemer (Onderzoeker); Josef Bruers (Onderzoeker)

In dit onderzoek is gekeken naar voorbeelden uit de literatuur vanuit verschillende gezondheidsdisciplines. Verschillende studies pasten machine learning (vaak deep learning) toe voor de vroegdetectie van ziekten op basis van beschikbare data uit het elektronisch patiëntendossier (EPD). Het bleek dat …

2024-08-20ICT & Media; …Artikel

Minerals and Sarcopenia in Older Adults: An Updated Systematic Review

van Dronkelaar, Carliene (Lectoraat Voeding En Beweging); Fultinga, Maaike (Faculteit Bewegen, Sport En Voeding); Hummel, Mitchell; Kruizenga, Hinke; Weijs, Peter J.M. (Lectoraat Voeding En Beweging); Tieland, Michael (Lectoraat Voeding En Beweging)

Objective This systematic review aims to reevaluate the role of minerals on muscle mass, muscle strength, physical performance, and the prevalence of sarcopenia in community-dwelling and institutionalized older adults. Design Systematic review. Setting and Participants In March 2022, a systematic search …

2023-08AlgemeenAndersoortig materiaal

Dementia in People with Severe/Profound Intellectual (and Multiple) Disabilities:

Wissing, Maureen; Dijkstra, Roos; van der Wal, Ina A.; Grootendorst, Esther S.; Hobbelen, Johannes (Ageing And Allied Health Care); van der Putten, Annette A. J.; De Deyn, Peter Paul; Waninge, Aly (Participation And Health Of Persons With Intellectual And Visual Disabilities); Dekker, Alain D.

Introduction: Diagnosing dementia in people with severe/profound intellectual (and multiple) disabilities (SPI(M)D) is complex. Whereas existing dementia screening instruments as a whole are unsuitable for this population, a number of individual items may apply. Therefore, this study aimed to identify …

2022-08-29AlgemeenArtikel

Dementia in People with Severe/Profound Intellectual (and Multiple) Disabilities:

Wissing, Maureen; Fokkens, Andrea; Dijkstra, Roos; Hobbelen, Johannes (Ageing And Allied Health Care); van der Putten, A. A. J.; De Deyn, Peter Paul; Waninge, Aly (Participation And Health Of Persons With Intellectual And Visual Disabilities); Dekker, Alain D.

Introduction Observable dementia symptoms are hardly studied in people with severe/profound intellectual (and multiple) disabilities (SPI(M)D). Insight in symptomatology is needed for timely signaling/diagnosis. This study aimed to identify practice-based observations of dementia symptoms in this population. …

2022-04-22AlgemeenArtikel

The 3-Month Effectiveness of a Stratified Blended Physiotherapy Intervention in Patients With Nonspecific Low Back Pain: Cluster Randomized Controlled Trial

Tjarco Koppenaal (Onderzoeker); Martijn F. Pisters (Lector); Corelien JJ Kloek; Remco M. Arensman; Raymond WJG Ostelo; Cindy Veenhof

Background: Patient education, home-based exercise therapy, and advice on returning to normal activities are established physiotherapeutic treatment options for patients with nonspecific low back pain (LBP). However, the effectiveness of physiotherapy interventions on health-related outcomes largely …

2022-02-25GezondheidArtikel

Factors Influencing Nurses’ Behavior in Nutritional Care for Community-Dwelling Older Adults Before, During, and After Hospitalization: A Delphi Study

Debbie ten Cate (Onderzoeker); Marieke J. Schuurmans (Onderzoeker); Jorna van Eijk (Onderzoeker); Jack J. Bell (Onderzoeker); Lisette Schoonhoven (Onderzoeker); Roelof G.A. Ettema (Onderzoeker)

Background. To improve nutritional care for community-dwelling older adults before, during, and after hospitalization, factors influencing nurses’ current behavior should be targeted. The aim of this study was to obtain expert consensus on which factors influencing the behavior of hospital and home care …

2022GezondheidArtikel

The 3-Month Effectiveness of a Stratified Blended Physiotherapy Intervention in Patients With Nonspecific Low Back Pain: Cluster Randomized Controlled Trial

Tjarco Koppenaal (Onderzoeker); Martijn Pisters (Lector); Corelien Kloek (Onderzoeker); Remco M. Arensman (Onderzoeker); Raymond Ostelo (Onderzoeker); Cindy Veenhof (Lector)

2022GezondheidArtikel

The effectiveness of physical activity interventions using activity trackers during or after inpatient care: a systematic review and meta-analysis of randomized controlled trials

de Leeuwerk, Marijke E.; Bor, Petra; van der Ploeg, Hidde P.; de Groot, Vincent; van der Schaaf, Marike (Lectoraat Revalidatie In De Acute Zorg); van der Leeden, Marike

Background Promoting physical activity (PA) in patients during and/or after an inpatient stay appears important but challenging. Interventions using activity trackers seem promising to increase PA and enhance recovery of physical functioning. Objective To review the effectiveness of physical activity …

2022AlgemeenAndersoortig materiaal

Parenting a child with Marfan syndrome

Warnink-Kavelaars, Jessica; van Oers, Hedy A.; Haverman, Lotte; Buizer, Annemieke I.; Alsem, Mattijs W.; Engelbert, Raoul H. H. (Lectoraat Fysiotherapie - Transitie Van Zorg Bij Complexe Patiënten); Menke, Leonie A.

Marfan syndrome (MFS) is a multisystemic, autosomal dominant connective tissue disorder that occurs de novo in 25%. In many families, parent and child(ren) are affected, which may increase distress in parents. To assess distress, 42 mothers (29% MFS) and 25 fathers (60% MFS) of 43 affected children, …

2021-01AlgemeenArtikel

Frailty, Sarcopenia, and Malnutrition Frequently (Co-)occur in Hospitalized Older Adults: A Systematic Review and Meta-analysis

GC Ligthart-Melis; YC Luiking; A Kakourou; T. Cederholm; A.B. Maier; Marian de van der Schueren

Objectives: The purpose of this systematic review and meta-analysis was to summarize the prevalence of, and association between, physical frailty or sarcopenia and malnutrition in older hospitalized adults. Design: A systematic literature search was performed in 10 databases. Setting and Participants: …

2020AlgemeenArtikel

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