University of Amsterdam is seeking six PhD candidates for our new lab on AI for Medical Imaging (AIM lab), a research collaboration between the University of Amsterdam (the Netherlands) and the Inception Institute of Artificial Intelligence (United Arab Emirates). The research lab will be focused on medical image analysis by machine learning, covering active scientific topics of broad interest, including both methods and applications. Those topics range from low-level vision and data pre-processing tasks, to high-level image/video analysis tasks. From a technical perspective, we will be working on fundamental and relatively general deep learning models and algorithms, which will be applied to specific diseases, including but not limited to Alzheimer’s disease, cancer and cardiovascular diseases. In particular we are looking for PhD candidates on the following projects:
Project A: Medical Image Denoising and Enhancement
Project B: Multi-Task Learning for Medical Image Analysis and Data Mining
Project C: Shape Analysis for Object Segmentation and Structure Analysis
Project D: Early Diagnosis of Alzheimer’s Disease with Deep Neural Networks
Project E: Cancer Diagnosis by Jointly Learning from Medical Images and Health Records
Project F: Automated Report Generation from Radiology Images
Further details:
Six PhD candidates in artificial intelligence for medical imaging at University of Amsterdam