Clinical NLP
Social and behavioural determinants from clinical text
How do conventional and transformer models compare for SBDH classification?
03 / EXPLORE THE CODE
Questions into code.
Twelve selected projects in clinical language, medical imaging, trustworthy AI and health-data research. Choose a direction or explore the code.
12 projects · page 1
Clinical NLP
Cross-corpus abstract classification
How do lightweight sentence classifiers transfer between corpora?
Clinical NLP
Beyond Macro-F1
Does better classification imply better calibration and perturbation consistency?
Computer Vision
Selective skin-lesion referral
How do calibration and abstention change model evaluation?
Computer Vision
MRI and clinical prediction of pathological complete response
What can MRI and clinical information tell us about pathological complete response?
Trustworthy AI
Measurement-aware ICU prediction
Do predictions and uncertainty estimates remain reliable when measurement patterns change across hospitals?
Trustworthy AI
Clinical prediction uncertainty and identification
What can incomplete or selectively recorded evidence establish? Exact calculations and synthetic simulations examine the limits.
Prediction Modelling
Dynamic AKI prediction
How do temporal renal models behave under external transport?
Health Informatics
Six-hour ICU laboratory prediction
What can routinely collected intensive care data tell us about laboratory measurements six hours ahead?
Health Informatics
Eating disorder dynamics across everyday moments
How do eating-related symptoms, affect and maladaptive exercise connect across EMA surveys?
AI for Health
Sleep-EDF staging
How do local context, channel choice and smoothing affect sleep staging?
AI for Health
Adaptive versus fixed smartwatch task acquisition
How does adaptive smartwatch task acquisition compare with fixed acquisition?
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