معرفی
Dr. Santosh Tirunagari is a Research Fellow in Machine Learning at Middlesex University, focusing on Computer Science with applications in medical imaging, healthcare analytics, and biometric security. His research bridges machine learning with clinical data to improve diagnostic accuracy and patient outcomes.
His work spans medical imaging analysis, explainable AI, and biometric anti-spoofing. Recent publications highlight latent diffusion models for visual attribution and convex segmentation algorithms in biomedical imaging, alongside systematic reviews on pediatric AI applications and chronic disease prediction.
Key technical contributions include dynamic mode decomposition for motion correction in MRI, adversarial latent transformations for medical image analysis, and self-organizing maps for patient clustering. His collaborations with researchers like David Windridge and Noriko Poh demonstrate interdisciplinary teamwork.
