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Research Fellow - Deep Learning

Mass General Brigham

Boston, MA • On-site

Full-time

Re-posted 6 days ago


Brigham and Women's Hospital rating

8.1

Company rating: 8.1 out of 10

Based on 101 frontline employees who took The Breakroom Quiz

121st of 1,060 rated hospitals


Job description

Job Summary:
Mass General Brigham is a not-for-profit organization that supports patient care, research, teaching, and community service. They are seeking a postdoctoral fellow to work on machine-learning algorithms for the automatic diagnosis of dystonia, focusing on the development and clinical implementation of the DystoniaNet platform.
Responsibilities:
• Experimental data collection and processing
• Development and refinement of deep learning and other benchmark algorithms for predictive classification of dystonia and other related disorders
• Clinical translation and implementation of the developed algorithms and interactions with clinicians for their testing
• Establishment of new and fostering of existing collaborations
• Participation in the regulatory aspects of clinical translation and patenting
• Presentation of the results at the scientific meetings and publication of journal articles
• Mentoring junior staff
Qualifications:
Required:
• PhD or an equivalent degree in computer science, neuroscience, biomedical engineering, or related fields
• Broad proficiency and experience with supervised and unsupervised machine-learning methods, expertise in building neural network architectures
• Experience with neuroimaging data processing
• Advanced programming skills (Python and/or Matlab), including deep learning packages (e.g., TensorFlow or Keras)
• Knowledge and experience with cloud-based computational platforms (e.g., AWS)
• Excellent verbal and written communication skills
• Strong publication record and academic credentials
• Ability to work effectively both independently and in collaboration with multiple investigators
Company:
Mass General Brigham specializes in providing medical treatments and health diagnostics services. Founded in 1994, the company is headquartered in Somerville, USA, with a team of 10001+ employees. The company is currently Late Stage.

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