Develop artificial intelligence for computer-assisted diagnosis from medical scans.
Electrical and Computer Engineering
PHD
Medical image analysis is a research field where advanced image analysis techniques are developed to solve or analyse medical problems, e.g., designing models to predict, diagnose or monitor diseases. Computer-assisted automatic processing and analysis of medical images is in high demand due to its better precision, repeatability and objectivity compared with conventional diagnosis in many scenarios, and it achieves promising performance nowadays with the equipment of advanced machine learning techniques. Our research focuses on developing image analysis algorithms and systems based on machine learning techniques to solve a number of very important yet challenging medical image analysis problems. This includes (but is not limited to) the early diagnosis of multiple mental disorders (e.g., Alzheimer's disease, attention-deficit/hyperactivity disorder and schizophrenia), image-guided radiation therapy for prostate cancer, automatic cell image classification (for the diagnosis of some autoimmune diseases), and brain tumour segmentation (for brain cancer staging), etc.
Use of research technique/methodology/technology
The opportunity ID for this research opportunity is 2384