The Role of Pathology AI in Translational Cancer Research and Education
To Know
Where:
NCI Shady Grove at 9609 Medical Center Drive, Rockville
Organizer:
CBIIT
Presented By:
Joel Saltz (Stony Brook University)
About this Class
Join Stony Brook University’s Dr. Joel Saltz as he discusses:
- the role of pathology artificial intelligence (AI) in the creation of pathology imaging biomarkers, including tumor infiltrating lymphocytes and prediction of molecular cancer sub-classification and molecular risk of recurrence assessments.
- methods he and his group are developing to improve interpretability of AI models.
- new methods he and his group have developed for generating highly realistic, multi-scale, synthetic pathology images using novel conditional latent diffusion methods that they have also developed. You can use these methods for a variety of downstream tasks, including data augmentation for supervised and unsupervised model training, segmentation, as well as for training and education.