How to build clinical prediction models that survive new populations: a scoping review maps the methods
A scoping review of 18 studies categorises the emerging methods for building clinical prediction models that keep their performance in ...
Tag: dataset shift
Calibration failure and limited-label recalibration of retinal image classifiers under dataset shift
A retinal-image classifier that appeared nearly flawless on its home dataset lost much of its accuracy when tested on images ...
AI Mortality Models Collapse When Moved Between Hospitals, Study Warns
A new study transferred ICU mortality prediction models between two clinical databases and found that fixed decision thresholds can silently ...
Clinical AI Needs a Lifetime of Care, Not Just a Regulatory Green Light
A new perspective in the Journal of Medical Systems argues that clinical AI must be continuously monitored, updated, and revalidated ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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