University of Maryland, Radiation Oncology

Fellowship ID: 2731-AIFORRADIATION [#17932, 210000IY]
Fellowship Title: Postdoctoral Fellowship in AI for Radiation Therapy
Fellowship Type: Postdoctoral
Fellowship Location: Baltimore, Maryland 21201, United States
Subject Area: Radiation Therapy
Application Deadline: (posted 2021/07/28, listed until 2022/01/28)
Fellowship Description:    

The Department of Radiation Oncology at the University of Maryland School of Medicine is seeking one or more highly motivated postdoctoral fellows to perform cutting-edge research in AI for radiation therapy. Research areas include developing and implementing AI techniques for image-guided radiation therapy, such as image reconstruction, processing, synthesis and registration, as well as AI for treatment outcome prediction and clinical decision making. The projects will involve using multi-modality images (CT, CBCT, MRI, PET, optical imaging) and clinical software in radiation therapy such as treatment planning and image guidance tools. The overall goal of the research is to develop practical AI technologies that can directly benefit patient care in radiation therapy.

Qualifications and Skills Ph.D. in Medical Physics, Physics, Mathematics, Electrical Engineering, Computer Science, Biomedical Engineering or a related field is required. Expertise required in one or more of the following areas: strong background in algorithms, analytical derivation, image analysis, coding, or mathematical modeling. Strong scientific programming skills are highly desired. The candidate should demonstrate strong motivation in pursuing research developments in the medical field.

Training and Career Path This is a 2-3 year, full-time, mentored research position. The successful candidate will receive regular mentorship and evaluation, be trained and encouraged to disseminate research findings in major national conferences and peer-reviewed publications, and to seek extramural research funding. The trainee can pursue academic, industry or a clinical professional career afterward. The Radiation Oncology department is expected to open a Medical Physics certificate program in Spring 2022. The postdoc fellow will have the option to enroll in the 1-yr certificate program upon satisfactory performance. Finishing the certificate program will render the candidate eligible for medical physics residency training and become a clinical medical physicists and faculty afterward. More information about clinical medical physics career can be found from the following website: https://w3.aapm.org/medical_physicist/index.php

Research Lab and Environment The new member will work under the supervision of Dr. Lei Ren, who is a Professor and Director of Medical Physics Research at University of Maryland and an adjunct Professor at Duke University. Dr. Ren’s group works on AI-based radiotherapy research with a strong focus towards clinical translation. His research has been funded by multiple NIH R01 grants and industry grants with awards from AAPM and ASTRO. Dr. Ren is a Fellow of AAPM. Details about Dr. Ren’s profile can be found at the following link: https://www.medschool.umaryland.edu/profiles/Ren-Lei/

Equipment includes a newly purchased computer cluster with high-end GPUs, and state-of-the-art radiotherapy systems including Varian Truebeam and Edge linacs, multi-vault proton therapy machines, Raysearch and Eclipse treatment planning systems, CBCT and VisionRT surface photogrammetry. The department also has a successful track record of commercialization of research products.

The University of Maryland School of Medicine is constantly ranked as one of the top medical schools in the US. The Department of Radiation Oncology is a national leader in translational research in radiation therapy. It is one of the top 10 radiation oncology departments in the country for amount of federal funding received for cutting-edge research. The department has a large team of prominent physics, biology, and physician researchers working collaboratively to lead radiation therapy research in various fronts. The campus is located in the Baltimore–Washington metropolitan area with plenty of job opportunities and fun activities


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Postal Mail:
University of Maryland Baltimore
800 W. Baltimore St – Ste 409, Rm10
Baltimore, MD 21201
Web Page: https://www.medschool.umaryland.edu/radonc/

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