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Pathology and diagnostics

machine learning sepsis

Machine learning model predictive of mortality in sepsis

procalcitonin

Procalcitonin levels predictive of severe disease in COVID-19

lateral flow test

Diagnostic accuracy of lateral flow tests comparable to PCR in same COVID patient cohort

Deep-learning and AI

Deep-learning model improves radiologist interpretation of X-rays

Alzheimer's disease

Plasma biomarker profile for Alzheimer’s disease screening and staging

Tau PET scan

Tau positron emission tomography prognostic in Alzheimer’s disease

cognitive decline

Self-reported cognitive decline seen on imaging despite unimpaired objective assessment

microRNAs as biomarker for brain tumours

Urine microRNA profile a biomarker for brain tumours

Saliva testing versus NPS testing

Saliva COVID-19 testing more accurate than NPS with an additional process step

Physician reluctance to use machine learning in prostate cancer

Study shows physicians’ reluctance to use machine-learning for prostate cancer treatment planning

COVID-19 mass-screening at indoor events

No subsequent COVID-19 infections detected after mass-screening at indoor event

microRNAs in distinguishing myocarditis and myocardial infarction

MicroRNAs can distinguish between myocarditis and myocardial infarction