Postdoctoral Research Fellow- Machine Vision/Image Analysis

hace 2 semanas


Puerto Diablo Barrio, Puerto Rico Jobleads-Us A tiempo completo

Job Details
Postdoctoral Research Fellow - Machine Vision/Image Analysis

About the Role
The Tearney Lab at Massachusetts General Hospital is seeking a highly motivated Postdoctoral Research Fellow to join our team. As a key member of our group, you will focus on advancing state-of-the-art in automated cancer detection via medical image analysis. Your research will be at the forefront of processing, evaluating, and interpreting clinical and pre-clinical data.

Responsibilities
Develop a set of semi-automated and automated image processing and analysis applications, including segmentation, classification, registration, feature extraction and pattern detection. Work closely with the technology development teams and clinical collaborators. Implement analysis technologies in one or more of the following organ systems: heart, lungs, brain, ears, esophagus, colon. Guide research questions, design studies, and monitor the execution of those studies. Hold regular technical meetings. Publish in world-leading high impact journals. Deliver milestones on time.

Requirements
A Ph.D. (or equivalent) in Computer Science or Engineering, Biomedical Engineering, Electrical Engineering, Physics, or a related field is required. A background in using machine learning to solve problems in optical coherence tomography along with multiple publications is necessary. Experience on deep learning frameworks such as PyTorch, Keras or TensorFlow is also required. Experience with OCT image analysis and OCT machine learning is highly desired. A strong understanding of classical image processing techniques using MATLAB, ImageJ, and Python is essential.



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