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ClinValAI: A framework for developing Cloud-based infrastructures for the External Clinical Validation of AI in Medical Imaging.
Pac Symp Biocomput
December 2024
Department of Biomedical Informatics and Medical Education, University of Washington School of Medicine, Seattle, Washington, 98195, USA.
Artificial Intelligence (AI) algorithms showcase the potential to steer a paradigm shift in clinical medicine, especially medical imaging. Concerns associated with model generalizability and biases necessitate rigorous external validation of AI algorithms prior to their adoption into clinical workflows. To address the barriers associated with patient privacy, intellectual property, and diverse model requirements, we introduce ClinValAI, a framework for establishing robust cloud-based infrastructures to clinically validate AI algorithms in medical imaging.
View Article and Find Full Text PDFHEAL-D Online: Exploring the potential for the spread and adoption of a virtual culturally tailored diabetes self-management programme for adults of African and Caribbean heritage.
J Hum Nutr Diet
February 2025
Health Innovation Network South London, London, UK.
Background: People of African and Caribbean heritage in the UK have a higher prevalence of Type 2 Diabetes (T2D) and poorer health outcomes than white Europeans. Healthy Eating and Active Lifestyles for Diabetes Online (HEAL-D Online) is a co-designed, culturally tailored T2D self-management programme for black African and Caribbean adults, which, due to online delivery, is well positioned for spread. This qualitative evaluation uses the Exploration-Preparation-Implementation-Sustainment (EPIS) framework to explore factors affecting scale-up from delivery and commissioning perspectives.
View Article and Find Full Text PDFAssessing the Reliability of the Bleeding Assessment Scale in Critically Ill Children (BASIC) Definition: A Prospective Cohort Study.
Pediatr Crit Care Med
January 2025
Pediatric Critical Care Medicine, Department of Pediatrics, Yale Medicine, New Haven, CT.
Objectives: To determine the reliability of the Bleeding Assessment Scale in critically Ill Children (BASIC) definition of bleeding severity in a diverse cohort of critically ill children.
Design: Prospective cohort study.
Setting: Eight mixed PICUs in the Netherlands, Israel, and the United States.
Healthy Eating and Active Lifestyles for Diabetes (HEAL-D) Online: a mixed methods evaluation exploring the feasibility of implementing a virtual culturally tailored diabetes self-management programme for African and Caribbean communities.
BMJ Open
October 2024
Health Innovation Network South London, London, UK.
Objectives: To assess the feasibility and acceptability of delivering Healthy Eating and Active Lifestyles for Diabetes (HEAL-D) Online.
Intervention: HEAL-D Online-a 7-week culturally tailored type 2 diabetes educational programme delivered using online platform.
Setting: Programme delivered by a London NHS trust, with patients referred from primary care healthcare professionals via a central booking system.
Ultra-processed food intake in toddlerhood and mid-childhood in the UK: cross sectional and longitudinal perspectives.
Eur J Nutr
December 2024
Research Department of Behavioral Science and Health, University College London, London, UK.
Purpose: (i) Characterize ultra-processed food (UPF) intakes in toddlerhood and mid-childhood, including identifying principal UPF sub-groups and associations with nutrient profile; (ii) explore stability and change in UPF intake between toddlerhood and mid-childhood.
Methods: Data were from children in the UK Gemini twin cohort at 21 months (n = 2,591) and 7 years (n = 592) of age. UPF intakes were estimated using diet diaries and Nova classification.
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