Name of employing Hospital and Department: Massachusetts General Hospital, Department of Radiology, Athinoula A. Martinos Center for Biomedical Imaging
Minimum degree and field of specialized knowledge required to perform the job*: Ph.D degree in computer science, biomedical engineering, electrical engineering, or related field.
Minimum years of experience required in the field*: (this means after degree) 2
Licenses or special skills necessary to perform the job*: Background in developing and applying algorithms for the analysis of human imaging data.
Under the supervision of Bruce Fischl heading up the research project in the Laboratory for Computational Neuroimaging:
Design, develop and test machine learning algorithms for the analysis of human neuroimaging data.
Utilizing specialized knowledge and sophisticated research techniques develop techniques to leverage deep learning, probabilistic modeling and machine learning algorithms to analyze human neuroimaging data in a variety of ways. This includes image segmentation, surface creation, cross-subject warping and image synthesis.
We anticipate that the applicant should be able to make significant progress in these goals within 2-3 years.
Collect, record, analyze, and presents data. Prepares reports of completed projects for publication in technical journals, presentations at professional field meetings/conferences, and for use in further applied or theoretical research activities.
The goal of this research project is to optimize the use of Deep Learning as a tool for human neuroimaging with applications in disease diagnosis, staging and in understanding the anatomy of the normal human brain.