RTP Research Fellow AI and Informatics
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Job Location:
Rochester, NH - USA
Monthly Salary:
Not Disclosed
Posted on:
14 hours ago
Vacancies:
1 Vacancy
Job Summary
A Research Fellow opportunity is available under the mentorship ofHao Gong Ph.D. in the Research Department of AI and Informatics.
A Research Fellow in Engineering in this role will apply advanced computational and engineering skills to the development implementation and evaluation of AI / ML algorithms for clinical applications. Responsibilities include processing and analyzing imaging and multimodal clinical data implementing and testing of computational models and supporting translational research and clinical deployment within an interdisciplinary environment.
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.
Qualifications
The Research Fellow will lead the development and validation of advanced AI / ML algorithms to support diagnosis and treatment planning work closely with clinical collaborators to translate in-house-developed techniques toward clinical adoption and disseminate significant scientific findings through conference presentations and peer-reviewed should have a strong background in clinical image processing and analysis generative modeling multi-modal learning experimental design and statistical evaluation. Additional domain knowledge in clinical imaging physics or computational biology is considered a plus.
- Ph.D. degree in Computer Science Electrical and Computer Engineering Biomedical Engineering Applied Mathematics Medical Physics or a related field.
- Extensive expertise in developing advanced AI / ML methods for clinical imaging tasks such as disease classification lesion detection lesion / tumor segmentation and biomarker analysis.
- Proven hands-on experience with generative modeling approaches (e.g. GAN Diffusion or LLM).
- Experience of designing or implementing multi-modal frameworks that integrate imaging data with other modalities (e.g. EHRs genomics clinical reports).
- Excellent Python programming skills are required with proficiency in TensorFlow / PyTorch and modern ML tools.
- (Preferred) Experience with scalable computing such as multi-GPU training distributed data processing and research-oriented MLOps.
- Excellent oral and written English communication skills along with a solid record of peer-reviewed publications in relevant conferences and academic journals.
- The ability to work independently and collaboratively within a multidisciplinary environment.
Key Skills
- Bioinformatics
- Genetics
- R
- Biochemistry
- Cell Biology
- Research Experience
- Statistical Software
- Cell Culture
- Molecular Biology
- Data Analysis Skills
- Flow Cytometry
- Microscopy
About Company
Why Mayo Clinic Mayo Clinic is top-ranked in more specialties than any other care provider according to U.S. News & World Report. As we work together to put the needs of the patient first, we are also dedicated to our employees, investing in competitive compensation and comprehensive ... View more
