Postdoctoral Researcher in Neuroimaging Analysis
4 days ago
Cedars-Sinai is seeking a highly motivated and talented Postdoctoral Researcher to lead multi-modal image analysis research projects using advanced machine learning in patients with neurological conditions.
Key Responsibilities:- Design and perform advanced image analysis on various neuroimaging datasets (OCT/A, MRI, PET) acquired in human research subjects with neurological disorders.
- Develop, adapt, and implement innovative image processing and analysis methods.
- Develop, validate, and apply machine (deep)-learning methods using existing large brain imaging dataset to automate detection and quantification of novel diagnostic biomarkers in human research subjects with Multiple Sclerosis.
- Keep appropriate experimental records and documentation.
- Write or participate in publications and presentations as first-author or co-author under the guidance and mentorship of the project principal investigators.
- PhD in Biomedical Engineering/Imaging, Computer Science/Vision, Data Sciences, or a related field.
- At least 3 years of hands-on experience with image processing and analysis acquired during Ph.D. program.
- Strong programming skills (MATLAB, Python or C/C++) and/or statistical skills (R or STATA).
- Experience with deep-learning software (Pytorch and TensorFlow) and HPC analysis pipelines.
- Proficient level of comfort and expertise using neuroimaging analysis platforms such as SPM, FreeSurfer, AFNI, ANTs, and FSL.
- Strong scientific publication experience either as first author or co-author.
Cedars-Sinai is a leader in providing high-quality healthcare encompassing primary care, specialized medicine and research. Since 1902, Cedars-Sinai has evolved to meet the needs of one of the most diverse regions in the nation, setting standards in quality and innovative patient care, research, teaching and community service.
Cedars-Sinai impacts the future of healthcare by developing new approaches to treatment and educating tomorrow's health professionals. Additionally, Cedars-Sinai demonstrates a commitment to the community through programs that improve the health of its most vulnerable residents.
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