Clinical focus session: Imaging and AI opportunities in oncology integrated diagnostics
The session will provide a perspective on choosing clinically and biologically relevant problems in oncology whose solutions may be approached through imaging and AI, with the goal of improved diagnostics and prognostication through integration of data from multiple biomarkers. Talks by clinician-researchers will illustrate the value of work by imaging researchers and computational scientists and the challenges faced, through general concepts and specific examples, and include information for practical implementation. Following the talks, time will be allocated for discussion.
- Clinically-relevant computational investigation for Οncology Integrated Diagnostics, MacLean Nasrallah, University of Pennsylvania
- Senescence in cancer and targeted senolysis, Vassilis Gorgoulis, National Kapodistrian University of Athens
- Integrated Diagnostics – informatics considerations, Jacob Visser, Erasmus MC, Rotterdam
- Discussion
Clinical focus session: Clinical translation of AI for neurodegenerative and neuropsychiatric disease
This session will focus on applications of AI in neurodegerative disease, such as Alzheimer’s disease, and neuropsychiatric disease, including schizophrenia. Using these examples, we emphasize the challenges and opportunities for translation of imaging-based AI for precision diagnostics. Following the talks, time will be allocated for discussion.
- Artificial Intelligence in Alzheimer’s Disease and Aging, Ilya Nasrallah, University of Pennsylvania
- AI-based neuroimaging prediction of outcomes in depression and psychosis, Paris Lalousis, King’s College London
- Clinical needs covered by using AI in Neuroimaging of Neurodegenerative diseases, Magdalini Kosta-Tsolaki, Aristotle University of Thessaloniki
- Discussion