Transform Medical Imaging w/ AI Insight

Service Description

FXC Reference Number: DINS43217 Are you working in or planning to enter the medical imaging domain? Do you want to enhance patient outcomes by developing more efficient treatment strategies? Our Deep Learning for Medical Imaging service, delivered by experts from the Insight Research Ireland Centre for Data Analytics, is designed to help you achieve these goals. At Insight Research Ireland Centre for Data Analytics, we conduct high-impact research in data analytics, generating significant benefits for individuals, industry, and society by enabling better decision-making. Our work is guided by our vision: Empowering Citizens. Smarter Societies. Expert-Led Guidance: Led by Dr. Julia Dietlmeier, a Postdoctoral Researcher with expertise in machine learning, computer vision, and medical imaging, this service is grounded in cutting-edge research and innovation. Dr. Dietlmeier’s extensive experience in biomedical segmentation and image analysis ensures a strong foundation for implementing deep learning solutions in medical imaging. What to Expect: Our service consists of three structured sessions that provide a clear pathway to adopting deep learning for medical imaging: Session 1: Scoping & Data Exploration (1 hour, online) • Define project objectives and identify key opportunities. • Assess relevant internal and publicly available datasets. Session 2: Deep Learning Model Selection (2 hours, online) • Explore how deep learning can enhance medical imaging outcomes. • Identify the most suitable models for your specific requirements. Session 3: Implementation Roadmap (1 hour, online) • Develop a strategic plan for integrating deep learning within your organisation. • Outline key steps for data collection, annotation, and reuse. Key Benefits: • Gain clarity and knowledge on how deep learning can address your medical imaging challenges. • Access insights from real-world applications, based on prior projects in medical imaging. • Receive a structured work plan to ensure proper data capture, annotation, and utilisation of external datasets. This service provides practical, research-driven guidance to support the adoption of deep learning in medical imaging, helping organisations improve efficiency and drive meaningful patient outcomes. This service is designed for: • Startups, SMEs, Public Organisations.