Amsterdam UMC (University of Amsterdam) has a vacancy for a postdoctoral researcher. The aim of the project is to develop deep neural network (DNN) analysis of neuroimaging data to enable neuroimaging biomarker development. Neuroimaging data consist of thousands of features but the training of DNNs is typically hampered by limited samples. You will use large existing datasets (>10.000 subjects) for the development of DNN analysis and test the resulting models in smaller samples to develop neuroimaging biomarkers for psychiatric disorders.
The project is a collaboration with Phillips Research and funded by a public-private partnership grant from the Netherlands Organisation for Scientific Research (NWO). You will closely collaborate with experts in DNN and neuroimaging data analysis from Philips. The project is embedded within the Department of Psychiatry of the Amsterdam UMC, and you will be supervised by Dr. Rajat Thomas (deep learning) and Prof. Guido van Wingen (neuroimaging).
We are looking for a postdoctoral fellow with a (nearly completed) PhD in computer science, artificial intelligence, bioinformatics, mathematics, statistics, engineering, or related discipline. You have a strong background in mathematics, statistics, and programming in one of the major frameworks for deep learning like TensorFlow, Pytorch and/or Keras, and preferably have experience with medical image analysis. You have excellent communicative skills in written and spoken English (Dutch is a plus but not required) and are well able to work independently as well as in a team. You have an interest in neuroscience and developing biomedical applications, and as postdoctoral researcher will assist in the supervision of junior researchers.
We offer a challenging research project and excellent resources for the duration of 1 year with a possible extension of 2 years. The starting date is preferably around December 2018. Compensation is according to the collective agreement (CAO-UMC), depending on education and experience. You will be employed by AMC Medical Research BV.
For more information, please contact Dr. Rajat Thomas (r.m.thomas@amc.nl) or Prof. Guido van Wingen (g.a.vanwingen@amc.nl). Please apply online at https://werkenbijamc.nl/vacatures/postdoctoral-researcher-deep-learning-analysis-of-neuroimaging-data/