Medical Image Reconstruction with Gen AI
Rebuilding Clarity: Generative AI in Medical Image Reconstruction
This report explores how Generative AI is transforming medical image reconstruction, from accelerating MRI and CT scans to enhancing diagnostic accuracy and patient outcomes. It examines real-world implementations in India and the US, assesses challenges in adoption, and evaluates the scope of each use case through Pitchworks’ badge framework. By highlighting clinical, technical, and stakeholder value, the report provides a clear roadmap for buyers, users, and innovators navigating the future of AI-driven imaging.
"Gen AI boosts scan accuracy 50% — real impact today."
"Image Reconstruction is the lens to precision care Gen AI sharpens the view for all"
Each edition of this report spans 50+ pages, focused on 4 core Generative AI use cases in medical image reconstruction: CT Scans, Ultrasound, MRI, and X-ray. Built for clinical leaders and enterprise decision-makers, it delivers visually rich data visualizations, practical frameworks, and actionable insights. More than just research, it acts as a strategic guide for radiology and imaging innovation leaders, mapping the journey from AI exploration to enterprise-wide adoption in a rapidly advancing healthcare landscape.
“This report is a wake-up call. Generative AI isn’t just enhancing medical imaging — it’s transforming diagnosis itself. From sharper MRI reconstructions to faster CT interpretations, we’re witnessing a leap that radiologists and patients have awaited for decades.”
Radianta Health Systems
About Author
Murali Sundaram is a seasoned technology consultant with over 25 years of experience in the IT industry. An alumnus of IIT Madras (B.Tech, 1981), he specializes in emerging technologies such as Generative AI, cloud computing.
He has collaborated with a diverse range of clients, including corporations, governments, and academic institutions, to implement innovative technological solutions .
Currently, Murali is actively engaged in Gen AI consulting for corporates, SMEs, and universities. He has been involved in initiatives at IIT Madras Research Park, focusing on the application of Gen AI tools across various media formats like image, audio, video, and 3D . Additionally, he has conducted workshops at institutions such where he introduced participants to the concepts of Generative AI and Large Language Models (LLMs), emphasizing their applications in engineering domains .