Ophthalmic AI Research Fellow (Clinical Validation)

SINGAPORE NATIONAL EYE CENTRE PTE LTD; Singapore; Presencial; SGD 90.000 - 150.000; A tiempo parcial

Descripción de la vacante

SINGAPORE NATIONAL EYE CENTRE PTE LTD is seeking a Research Fellow to develop and implement advanced AI models and software for automated segmentation and visualization of ocular diseases from multimodal retinal imaging, supporting clinical research with robust, clinically validated tools.

The 0.5 FTE role (with a second 0.5 FTE funded by SERI) focuses on AI model development, clinical validation, and software solutions for clinical research, ensuring regulatory compliance and seamless

Formación

• PhD in Computer Science, Biomedical Engineering, or related field with focus on medical AI.
• Demonstrated expertise in deep learning frameworks (PyTorch preferred) and computer vision.
• Strong background in clinical AI validation methodologies and regulatory considerations.
• Experience with retinal imaging analysis and ophthalmic disease understanding.
• Proficiency in Python, C++, and software engineering best practices.
• Track record of publications in peer-reviewed journals and conference proceedings.

Responsabilidades

• AI Model Development: Develop deep learning models for ocular disease segmentation from retinal imaging, create visualisation tools for clinical interpretation of AI-generated results, implement validation frameworks for model performance assessment.
• Clinical Validation and Quality Assurance: collaborate with clinicians and other healthcare staff on model validation and performance assessment, conduct external validation studies across different patient populations, monitor model performance and implement quality control measures.
• Software Development and Clinical Support: build software solutions suitable for clinical research and operational environments, provide technical support for AI-enabled clinical workflows, implement data governance protocols and quality control systems.
• Other duties and roles as assigned by the team/department

Conocimientos

Deep learning

Computer vision

Python

C++

Software engineering

Publications

Educación

PhD in Computer Science, Biomedical Engineering, or related field

Herramientas

PyTorch

Descripción del empleo

SINGAPORE NATIONAL EYE CENTRE PTE LTD is seeking a Research Fellow to develop and implement advanced AI models and software for automated segmentation and visualization of ocular diseases from multimodal retinal imaging, supporting clinical research with robust, clinically validated tools.

The 0.5 FTE role (with a second 0.5 FTE funded by SERI) focuses on AI model development, clinical validation, and software solutions for clinical research, ensuring regulatory compliance and seamless