ServiceNow Research

Medical Imaging

Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images
One of the main challenges faced when training a deep learning based model to classify histopathological images is the color and shape …
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images
Health professionals extensively use Two-Dimensional (2D) Ultrasound (US) videos and images to visualize and measure internal organs …
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images
Coronavirus Disease 2019 (COVID-19) has spread aggressively across the world causing an existential health crisis. Thus, having a …