Research areas of the Computational Biomedicine Laboratory.
Medical imaging & computer vision
01
Digital Dermoscopy Image Analysis
Computer vision that turns dermoscopy images into objective measurements for the early detection of melanoma.
02
Digital Microscopy Image Analysis
Automated detection, quantification and explainable classification of structures in microscopy and histopathology images.
03
3D Medical Image Segmentation
Deformable models that segment anatomical structures directly in three-dimensional medical images.Activity recognition & augmented reality
04
Activity Recognition
Recognising human activity and posture from a single ceiling-mounted fisheye camera.
05
Gesture Recognition and Motion Analysis
Recognising gestures and analysing human motion with smartwatches, smartphones and other inertial sensors.
06
Augmented Reality
Mobile augmented reality and computer vision for indoor navigation, accessibility, exergames and healthcare education.AI for biosignals & omics
07
Digitization of Melanoma Management
Bringing imaging, clinical and genomic data together to study melanoma and discover composite biomarkers.
08
Bioinformatics
Tools that move from high-throughput molecular data to insight into cellular mechanisms.
09
Heart Sound Analysis
Phonocardiogram analysis and machine learning for the automated identification of heart valve disease.Assistive living & remote care
10
Mobile Applications
Mobile health applications that capture and analyse medical images with smartphones and secure cloud services.
11
Wearables and Assistive Living
Wearable sensors and smart devices that support independent living through continuous, unobtrusive monitoring.
12
Fall Detection
Automatic fall detection from wearable motion, sound and fisheye-camera video, with fewer false alarms.
13
Home Care and Patient Monitoring
Remote monitoring platforms that connect body-worn sensors and smartphones with clinicians and carers.Demos
Explore the lab’s applications in skin-image analysis, emotion recognition, telemonitoring and augmented-reality navigation.
- Image analysis
- Telemonitoring
- Augmented reality
Suggested thesis topics
Browse proposed topics in medical data and imaging, pattern recognition, cloud infrastructure and telecare.
- Medical data
- Pattern recognition
- Telecare