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Using Transfer Learning to Train a Binary Classifier for Lorrca Ektacytometery Microscopic Images of Sickle Cells and Healthy Red Blood Cells

Marya Butt (Onderzoeker); Ander de Keijzer (Lector)

Multiple blood images of stressed and sheared cells, taken by a Lorrca Ektacytometery microscope, needed a classification for biomedical researchers to assess several treatment options for blood-related diseases. The study proposes the design of a model capable of classifying these images, with high …

2022-09-05Gezondheid; …Artikel

The effects of intensive care unit-initiated transitional care interventions on elements of post-intensive care syndrome

Johanna Josepha op't Hoog, Sabine Adriana; Eskes, Anne Maria (Lectoraat Patiënt- En Familieparticipatie In De Klinische Zorg); Johanna van Mersbergen-de Bruin, Mariëlle Pieternella; Pelgrim, Thomas; van der Hoeven, Hans; Vermeulen, Hester; Maria Vloet, Lilian Christina

Objective: The aim of the study was to assess the effectiveness of intensive care unit (ICU)–initiated transitional care interventions for patients and families on elements of post-intensive care syndrome (PICS) and/or PICS-family (PICS–F). Review method used: This is a systematic review and meta-analysis …

2022-05AlgemeenAndersoortig materiaal

Facilitators and barriers of preconception care in women with inflammatory bowel disease and rheumatic diseases: an explorative survey study in a secondary and tertiary hospital

L.A.C. Admiraal; A.N. Rosman; R.J.E.M. Dolhain; R.L. West; A.G.M.G.J. Mulders

Background Preconception care (PCC) is care prior to conception to optimize parental health, and health of the future child, through biomedical and behavioral changes. Providing PCC to all women with a wish to conceive will improve perinatal health. PCC is especially important for women with a chronic …

2022-03-23GezondheidArtikel

Natural language processing in toxicology: Delineating adverse outcome pathways and guiding the application of new approach methodologies

Marie Corradi (Onderzoeker); Alyanne M. de Haan (Onderzoeker); Bernard Staumont (Onderzoeker); Aldert H. Piersma (Onderzoeker); Liesbet Geris (Onderzoeker); Raymond H.H. Pieters (Lector); Cyrille A.M. Krul (Lector); Marc A.T. Teunis (Onderzoeker)

Adverse Outcome Pathways (AOPs) are conceptual frameworks that tie an initial perturbation (molecular initiat- ing event) to a phenotypic toxicological manifestation (adverse outcome), through a series of steps (key events). They provide therefore a standardized way to map and organize toxicological …

2022Gezondheid; …Artikel

ETHICAL CONSIDERATIONS OF USING MACHINE LEARNING FOR DECISION SUPPORT IN OCCUPATIONAL PHYSICAL THERAPY:

Six Dijkstra, WMC (Marianne) (Lectoratemember); Siebrand, E (Egbert) (Lectoratemember); Dorrestijn, S (Steven) (Lector); Salomons, E (Etto) (Lectoratemember); Reneman, MF (Michiel) (Professor); Oosterveld, FGJ (Frits) (Lector); Soer, R (Remko) (Associatelector); Gross, DP (Douglas) (Professor); Bieleman, HJ (Hendrik) (Associatelector)

Abstract for World Physiotherapy Congress 2021Title Ethical Considerations of Using Machine Learning for Decision Support in Occupational Physical Therapy: a narrative literature study and ethical deliberation. Authors Marianne W. M. C. Six Dijkstra1,4,7 · Egbert Siebrand2 · Steven Dorrestijn2 · Etto …

2021-04-01AlgemeenConferentiebijdrage

Toward assessing clinical trial publications for reporting transparency

Kilicoglu, Halil; Rosemblat, Graciela; Hoang, Linh; Wadhwa, Sahil; Peng, Zeshan; Malički, Mario; Schneider, Jodi; ter Riet, Gerben

Objective: To annotate a corpus of randomized controlled trial (RCT) publications with the checklist items of CONSORT reporting guidelines and using the corpus to develop text mining methods for RCT appraisal. Methods: We annotated a corpus of 50 RCT articles at the sentence level using 37 fine-grained …

2021-04AlgemeenArtikel

Can we Leave Care to Robots?

Elly Konijn; Johan Hoorn; Margo van Kemenade (Associate Lector)

Through a qualitative examination, the moral evaluations of Dutch care professionals regarding healthcare robots for eldercare in terms of biomedical ethical principles and non-utility are researched. Results showed that care professionals primarily focused on maleficence (potential harm done by the …

2021ICT & Media; …Artikel

Awake Proning as an Adjunctive Therapy for Refractory Hypoxemia in Non-Intubated Patients with COVID-19 Acute Respiratory Failure: Guidance from an International Group of Healthcare Workers

Stilma, Willemke (Faculteit Gezondheid); Åkerman, Eva; Artigas, Antonio; Bentley, Andrew; Bos, Lieuwe D.; Bosman, Thomas J. C.; de Bruin, Hendrik; Brummaier, Tobias; Buiteman-Kruizinga, Laura A.; Carcò, Francesco; Chesney, Gregg; Chu, Cindy; Dark, Paul; Dondorp, Arjen M.; Gijsbers, Harm J. H.; Gilder, Mary Ellen; Grieco, Domenico L.; Inglis, Rebecca; Laffey, John G.; Landoni, Giovanni; Lu, Weihua; Maduro, Lisa M. N.; McGready, Rose; McNicholas, Bairbre; de Mendoza, Diego; Morales-Quinteros, Luis; Nosten, Francois; Papali, Alfred; Paternoster, Gianluca; Paulus, Frederique (Lectoraat Critical Care); Pisani, Luigi; Prud'homme, Eloi; Ricard, Jean-Damien; Roca, Oriol; Sartini, Chiara; Scaravilli, Vittorio; Schultz, Marcus J.; Sivakorn, Chaisith; Spronk, Peter E.; Sztajnbok, Jaques; Trigui, Youssef; Vollman, Kathleen M.; van der Woude, Margaretha C. E.

Non-intubated patients with acute respiratory failure due to COVID-19 could benefit from awake proning. Awake proning is an attractive intervention in settings with limited resources, as it comes with no additional costs. However, awake proning remains poorly used probably because of unfamiliarity and …

2021AlgemeenArtikel

Assessing future health care practitioners’ knowledge and attitudes of musculoskeletal pain; development and measurement properties of a new questionnaire

Beetsma, Anneke (Healthy Ageing, Allied Health Care And Nursing); Reezigt, Roland; Paap, Davy; Reneman, Michiel F

Background: Healthcare practitioner beliefs influence patients’ beliefs and health outcomes in musculoskeletal (MSK) pain. A validated questionnaire based on modern pain neuroscience assessing Knowledge and Attitudes of Pain (KNAP) was unavailable. Objectives: The aim of this study was to develop and …

2020-12-01AlgemeenArtikel

Get ready for a smart world

Visscher-Voerman, J.I.A. (Irene) (Lector); Mannetje, J.E.M.M. (Jolise) 't (Lectoratemember)

One of the tasks for higher education is to prepare students for their role in a changing world and to stimulate them to develop broader competencies than only in their own discipline. There are many initiatives in which existing curricula are redesigned to prepare students for this changing world. These …

2020-09-01AlgemeenArtikel

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