Post-Doctoral Fellow B - SOM MPRC Administration

University of Maryland, Baltimore; Baltimore (MD); Vor Ort; USD 55.000 - 75.000; Vollzeit

Zusammenfassung

The University of Maryland, Baltimore invites applications for a Post Doctoral Fellow to advance statistical methods for multimodal neuroimaging, multi-omics, EHR and genetics data measured longitudinally and cross-sectionally. This position emphasizes developing ML/AI approaches to identify interactive topological relationships across aging and development.

Responsibilities include manuscript drafting and preparation, as well as performing other duties as assigned; the role may require in-state

Qualifikationen

• Doctorate or terminal degree in the field of specialization.
• Demonstrated research abilities.
• Unrestricted license in the State of Maryland may be required.

Aufgaben

• Post Doctoral Fellow.
• Manuscript drafting and preparation.
• Performing other duties as assigned.

Ausbildung

Doctorate or recognized terminal degree in the field of specialization

Jobbeschreibung

Job Description

• Developing new statistical methods to model multimodalneuroimaging data, multi-omics data, electronic health record (EHR)and genetics data which are measured by longitudinally andcross-sectionally.
• Developing and applying machine learning and AI approaches toidentify interactive topological relationships between variousimaging modalities and multi-omics during aging anddevelopment.
• Implementing computationally intensive algorithms onhigh-performance computational clusters .
• Developing AI/ML-based causal inference models for real-worldevidence applications (e.g., target trial emulations- TTE)
• Developing data integration methods to combine multiple massivedatasets (UKBB, HCP, ENIGMA, and etc) and local trials andobservational studies (e.g, UMMS EHR).
• Manuscript drafting and preparation.
• Performing other duties as assigned

Responsibilities

Post Doctoral Fellow.

Qualifications

Doctorate or recognized terminal degree in the field ofspecialization. Demonstrated research abilities. May requireunrestricted license in the State of Maryland.