Stanford University is seeking to develop a software platform to deploy existing ultrasound-MRI models for prostate cancer detection in clinical practices, requiring the management of complex multi-modal data sets and the development of a user-friendly software for integrating new models.
Requirements
- prior experience in software and platform development and C++/python/docker/UIX programming
- familiar with toolkits, e.g., ITK, opencv, sklearn.
- prior experience with Designing User Interfaces, including image visualization and connect platforms with docker containers.
- experience in radiomics, segmentation, image registration
- knowledge and experience in machine learning and deep learning, visualization, platform implementation.
- experience with medical image processing, and traditional signal processing techniques.
Responsibilities
- Design and develop specialized software and tools; coordinate detailed phases of work related to responsibility for part of a major project.
- Develop technical and methodological solutions to complex engineering/scientific problems requiring independent analytical thinking and advanced knowledge.
- Develop creative new or improved equipment, materials, technologies, processes, methods, or software important to the advancement of the field.
- Contribute technical expertise, and perform basic research and development in support of programs/projects; act as advisor/consultant in area of specialty.
- Provide technical directions to other research staff, engineering associates, technicians, and/or students, as needed.
Other
- Demonstrated ability to work independently, attention to details, be dedicated and self-motivated.
- Collaborative team spirit, strong communication skills, positive attitude and adherence to highest ethical principles are necessary to be considered.
- Demonstrated project management experience.
- Bachelor's degree and three years of relevant experience, or combination of education and relevant experience.
- May require travel.
