Welcome to

Computational Intelligence in BIomedical Monitoring lab

(CIBIM)

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Led by Prof. Maarten De Vos, we are based at the Institute of Biomedical Engineering and are part of the Department of Engineering Science at the University of Oxford. The emphasis of the group is on engineering intelligent solutions for perinatal care; sleep monitoring and mobile, real-life brain monitoring.

Our group applies advanced signal processing and machine learning techniques to enhance our understanding of the human brain, to develop rehabilitation strategies and to provide (semi-) automated decision support systems for patient monitoring in different fields. As medical data is often highly dimensional, multimodal and temporally dense, particular focus is on mining these available biotensors with a variety of data-driven tensor methods and tensor fusion.

We always work in a truly interdisciplinary environment, having collaborations with world-leading clinicians from the Oxford University Hospitals NHS Trust, fMRIB, the Oxford Centre for Affordable Healthcare at Kellogg College, and the Sleep, Circadian and Neuroscience Institute (SCNi) to address unmet clinical needs. As the goal of each project is to directly impact clinical care, particular focus is on the implementation of new biomedical technologies through large clinical trials and technology transfer into available products.

Projects

Here are some of our current research projects.

Wearable monitoring

(sensors for brain and heart monitoring)

Sleep and Circadian Monitoring

(neonatal brain maturation, sleep disorders and health degeneration)

Digital technologies in Mental Health Monitoring

(depression, psychiatric disorders, mood, GPS data, heart rhythm changes)

Digital technologies for Neurological Disorders

(Parkinson's and RBD patients)

Computational approaches

(tensor decompositions, deep learning and individualised machine learning)

Global Health

(affordable health for developing countries)

Our Team


Prof. Maarten De Vos

Group Leader

Niclas Palmius

Postdoctoral Researcher

Fernando Andreotti

Postdoctoral Researcher

Huy Phan

Postdoctoral Researcher

Jorne Laton

Postdoctoral Researcher

Suzanne Ftouni

Postdoctoral Researcher

Elina Naydenova

DPhil Student

John Prince

DPhil Student

Kirubin Pillay

DPhil Student

Navin Cooray

DPhil Student

Oliver Carr

DPhil Student

Andrew Creagh

DPhil Student

Stefan Bostock

DPhil Student

Oliver Y. Chen

DPhil Student

Erin Coonahan

DPhil Student



Collaborators:

  • Thanasis Tsanas
  • Bogdan Mijovic



  • Industrial Partners:





    Former Members


    Maximilian Strobl

    DPhil Student

    Gabrielle Cretot-Richert

    Visiting PhD Student

    Kaare Mikkelsen

    Visiting Postdoc

    Awais M. Kamboh

    Visiting Professor

    Amir Hossein Ansari

    Visiting PhD Student

    Andre

    Luba

    Publications

    Here are some of our lattest publications. For a complete list, please checkout our   Google Scholar

    Join Us

    There are currently no available positions. For further inquiries, email Prof. Maarten De Vos.

    Departmental vacancies are listed under http://www.eng.ox.ac.uk/jobs/current-vacancies