Woodford Green, England
IG8 9DE, United Kingdom
Predictive Analytics
Machine learning models that forecast patient deterioration, readmission risks, and population health trends.
- Early warning systems
- Risk stratification
- Resource optimisation
Medical Imaging AI
Deep learning for radiology, pathology and ophthalmology – faster, accurate detection of anomalies.
- CT, MRI & X‑ray analysis
- Tumour detection
- Workflow integration
Clinical NLP
Natural language processing for electronic health records, clinical notes, and medical literature mining.
- Information extraction
- Coding & summarisation
- Decision support
Federated Learning
Privacy‑preserving AI training across hospitals without moving sensitive patient data.
- Secure multi‑party
- Compliance with GDPR
- Cross‑site collaboration
ML Engineering
TensorFlow, PyTorch, Scikit‑learn
Cloud AI
AWS SageMaker, Azure ML, GCP Vertex
MedTech compliance
GDPR, NHS DAP, ISO 13485
DataOps
ETL pipelines, feature stores, MLOps
Cardiovascular Risk Predictor
Real‑time risk scoring for primary care trusts across London, reducing emergency admissions by 22%.
Retinal Disease Classifier
Diabetic retinopathy detection with 96% sensitivity – deployed in two eye clinics in Essex.
Clinical Note Summariser
NLP tool that extracts structured data from free‑text clinical records, saving 10h/week per ward.
Federated Learning for ICU
Cross‑hospital sepsis prediction model trained without data leaving individual sites.
📍 Woodford Green · London
IG8 9DE, England, United Kingdom
Let’s advance healthcare together
Have a project, research collaboration or question about AI in medicine? Reach out directly.
anushka@centramedai.lat