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Research Fellow- Radiology - Isgum lab

Mayo Clinic

Rochester, MN, United States2 weeks ago
40 views17 saves3 applies

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Job Type

full time

Description

We are seeking a highly motivated Research Fellow to join our interdisciplinary team advancing the development and application of deep learning in cardiovascular radiology. This position provides an opportunity to contribute to cutting-edge research at the intersection of artificial intelligence, computer vision, cardiology, and radiology.

The project focuses on developing and applying innovative deep learning methods—including segmentation algorithms, large language models (LLMs), and multimodal deep learning approaches—to improve image-based assessment of cardiovascular structure and disease. The emphasis will be on the development of trustworthy AI models to facilitate their clinical translation.

Qualifications

  • Candidates with a PhD degree in Biomedical Engineering, Electrical Engineering, Computer Science or a closely related field

  • Strong background in medical image analysis and deep learning demonstrated by a publication track-record is required

  • Experience in cardiovascular image analysis is an advantage

  • Proficiency in Phyton and major machine learning frameworks is required

  • Clinical experience or educational background is desirable but not required

  • Excellent communication skills and ability to work in a multidisciplinary team

  • Highly motivated and independent

Key responsibilities include

  • Developing and evaluating the designed deep learning methods

  • Working in a multidisciplinary team of scientists and clinicians

  • Publishing in leading scientific journals and conferences

  • Applying for research grants

A Research Fellow at Mayo Clinic is a temporary position intended to provide training and education in research. Individuals will train in the research program of a Mayo Clinic principal investigator. Qualified individuals will demonstrate the potential for research as evidenced by their training and peer-reviewed publications and should become competitive for national research grants. Proof of English proficiency is required for J-1 Short-Term Scholars, Research Scholars, Professors, Specialists, and Student Interns sponsored by Mayo Clinic.

Must have a Ph.D., M.D., or equivalent doctoral degree in a field deemed relevant by the program.

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Skills

deep learningcomputer visionalgorithmsllmsmachine learninglarge language models

About Mayo Clinic

Mayo Clinic is a private American academic medical center focused on integrated healthcare, education, and research. It maintains three major campuses in Rochester, Minnesota; Jacksonville, Florida; and Phoenix / Scottsdale, Arizona.

healthcare, medical researchWebsite