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_Post-Doctoral Fellow Position in Medical Image Processing (Deep Learning for Trauma CT)_ * * The Trauma Radiology AI Lab (TRAIL)in theDepartment of Radiology & Nuclear Medicine at the University of Maryland School of Medicineis a new collaborative and supportive environment for investigators who are conducting cutting-edge imaging research and development (R&D) of CADt, CADe, and CADx-type tools with strong translational potential for rapid detection/triage, injury grading, and quantitative visualization of hemorrhage burden.Weare currently recruiting motivated Postdoctoral Fellowswitha Ph.D., M.D. (or equivalent) and a background in Computer Science, Electrical Engineering, Biomedical Engineering, or related fields./Candidates who have experience with MICCAI or RSNA CT challenge datasets such as RibFrac, the RSNA pulmonary embolus CT dataset, or the RSNA abdominal trauma CT dataset, or are otherwise technically proficient with imbalanced cross-sectional imaging data are especially well-suited for the position/. The postdoctoral researchers will develop algorithms for deployment at our prestigious R Adams Cowley Shock Trauma Center and beyond, and there is ample opportunity to present, publish, and kickstart a fruitful career in academia or industry in the area of medical image processing. The work will be conducted through an NIH-funded study on these topics: 1) R&D for CT-based tools using CNN or ViT backbones for_classification or object_*detection of hemorrhage-related pathologies*including cavitary hemorrhage, solid organ injury, and bleeding pelvic fracturesusing a very large in-house CT dataset with high-quality labeling and outcome data. 2) Training and validation of state-of-the-art_segmentation models_for multiscale tasks, with targets including organ lacerations, cavitary pooled hemorrhage, and active bleeding. 3) One additional position focuses onevaluating user acceptance of tools by working with radiology and trauma surgery experts in the field. For this position, we are looking specifically for candidates with experience_developing web-based interactive user interfaces_for the above tools. The University of Maryland offers highly competitive salaries with excellent benefits. To apply for this position, please send your curriculum vitae, a cover letter describing your interest, background, and qualifications, and a list of three references (including contact information) to Dr. David Dreizin atddreizin@som.umaryland.edu The position is subject to a background check. Applications from women, minorities, and persons with disabilities are strongly encouraged. Applications will be accepted until the position is filled. The University of Maryland at Baltimore is dedicated to buildingadiverse community in its training and employmentprograms Baltimore Inner Harbor, Maryland The University of Maryland is an/equal opportunity, affirmative action employer/. All qualified applicants will receive consideration for employment regardless of sex, gender identity, race, color, religion, national origin, disability, protected veteran status, age, or anyothercharacteristic protected by law or policy./Wevalue diversity and how it enriches our academic and scientific community and strive towards cultivating an inclusive environment that supports allemployees./ *Job: Postdoctoral Fellows *Organization: School of Medicine - Clinical Departments *Title: *Post-Doctoral Position - Medical Image Processing Location: null Requisition ID: 240000Y9