3 papers
cs.CV2025
Graph Laplacian Transformer with Progressive Sampling for Prostate Cancer Grading
Masum Shah Junayed, John Derek Van Vessem, Qian Wan +2
Prostate cancer grading from whole-slide images (WSIs) remains a challenging task due to the large-scale nature of WSIs, the presence of heterogeneous tissue structures, and diffic…
eess.IV2025
Robust Training with Data Augmentation for Medical Imaging Classification
Josué MartÃnez-MartÃnez, Olivia Brown, Mostafa Karami +1
Deep neural networks are increasingly being used to detect and diagnose medical conditions using medical imaging. Despite their utility, these models are highly vulnerable to adver…
eess.IV2024
Multi-modal Spatial Clustering for Spatial Transcriptomics Utilizing High-resolution Histology Images
Bingjun Li, Mostafa Karami, Masum Shah Junayed +1
Understanding the intricate cellular environment within biological tissues is crucial for uncovering insights into complex biological functions. While single-cell RNA sequencing ha…