Postdoc: Multimodal AI for Biomedical Imaging & Genetics

Find Your Doctor; Genova; Ibrido; EUR 32.000 - 40.000; Tempo pieno

Vantaggi offerti da questo lavoro

Private health insurance

Relocation assistance

Flexible working hours

Descrizione del lavoro

Find Your Doctor, in collaboration with IIT's AIGO group, seeks a postdoctoral researcher to advance multimodal and generative AI for biomedical imaging and genetics. You will design and validate new methods linking OCT-like biomedical imaging with genetic risk and clinical data.

The role emphasizes robust ML/DL development, collaboration with the AIGO team, supervision of PhD students, and contributions to high-impact publications and proposals.

Competenze

• PhD in AI-related field required.
• Strong publication record in ML/DL/CV.
• Experience with multimodal learning and biomedical imaging preferred.
• Excellent written and spoken English.

Mansioni

• Design, develop and validate new methodological solutions for linking medical imaging with biological/genetic risk factors.
• Work on multimodal and generative models and representation learning.
• Address data heterogeneity, limited supervision, and multiple information sources.
• Supervise and support PhD students and contribute to publications and proposals.

Conoscenze

Machine Learning

Deep Learning

Computer Vision

Generative models

Transformers

Graph Neural Networks

Python

PyTorch

English communication

Formazione

PhD in AI/ML/CS/Engineering/Physics/Math

Strumenti

PyTorch

TensorFlow

Descrizione del lavoro

Find Your Doctor, in collaboration with IIT's AIGO group, seeks a postdoctoral researcher to advance multimodal and generative AI for biomedical imaging and genetics. You will design and validate new methods linking OCT-like biomedical imaging with genetic risk and clinical data.

The role emphasizes robust ML/DL development, collaboration with the AIGO team, supervision of PhD students, and contributions to high-impact publications and proposals.