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(Source: TEKsystems)

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Machine learning for biomedicine

Computational biology

We aim to unlock the mystery of life hidden under our genome, cells and organisms.

Areas: Structural biology | Genomics | Drug design | Data efficiency

Healthcare

Modern hospitals and medical centres have collected huge amount of clinical data for hundreds of millions of patients over the past decades. However, how to make the best out of the data for improving clinincal services remains the major question. This research aims at characterising the data using statistical models and applying the state-of-the-art machine learning techniques for representation, clustering and prediction both at the patient and the cohort levels.

Areas: ICU | Mental health | Preterm birth | Population health | EMR | EEG | Medical imaging | Patient flow

Patents

Talks/Tutorials

Preprints

Publications