Spatial Data Management at Extreme Scale: from GIS to Medical Imaging (Stony Brook University Seminar. November 19, 2021). Slides
Computational Pathology Software for Integrative Cancer Research with 3D Digital Slides (ITCR Annual Meeting, September 21-23, 2021). Slides
Spatial Attention-based Deep Learning System for Breast Cancer Pathological Complete Response Prediction with Serial Histopathology Images in Multiple Stains (MICCAI Conference, September 27- October 1, 2021). Slides
Foveal Blur-Boosted Segmentation of Nuclei in Histopathology Images with Shape Prior Knowledge and Probability Map Constraints (June 2021). Slides
Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using Deep Learning with Integrative Imaging, Molecular and Demographic Data (MICCAI October 4-8, 2020). Slides
Deep Learning Based Accurate Hepatic Steatosis Quantification for Histological Assessment of Liver Biopsies (July, 2020). Slides
Deep Learning Based Registration Model for Immunohistochemistry Histopathology Images: Historegnet (Ongoing work). Slides
Multi-Modal Histology Image Registration Through Deep Learning Adversarial Network (Ongoing work). Slides