Jason Dowling

Dr. Jason Dowling is an Adjunct Associate Professor at the School of Electrical Engineering and Computer Science, University of Queensland. His research focuses on advancing medical imaging and artificial intelligence techniques for radiation therapy applications, particularly in MRI-based treatment planning and synthetic CT generation. He leads interdisciplinary projects involving deep learning, medical image segmentation, and clinical decision support systems.

His work integrates computational methods with clinical needs, addressing challenges in prostate cancer radiotherapy, cervical cancer imaging, and forensic applications of medical imaging. Key contributions include developing algorithms for MR-to-CT synthesis, automated tumor and organ segmentation, and uncertainty quantification in clinical datasets.

Dr. Dowling’s research also explores the application of generative adversarial networks (GANs) and probabilistic models to improve treatment planning accuracy and reduce reliance on traditional CT scans. His collaborations span academic and clinical institutions globally, driving advancements in precision medicine and AI-driven healthcare solutions.