Dr. Sarder presented a talk titled “ALL HAIL” at 2022 Banff-Canadian Society of Transplantation (CST) Joint Meeting, Banff, Canada.
In this talk, Dr. Sarder introduced computational renal pathology, and discussed the applications and challenges of applying human AI loop (HAIL) based machine learning tools for detection, segmentation, quantification, and classification of microanatomical structures from renal histology giga-pixel size whole slide images. He also discussed the ongoing efforts of his group on computational data fusion integrating imaging morphometric and molecular omics data using HAIL, and potential impact of the resulting fused data in biomedical research. He concluded the talk by discussing the barriers that still need to be addressed before adopting these developed tools in clinical practice.