Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification.

Whole Slide Images (WSIs) or histopathology images are used in digital pathology. WSIs pose great challenges to deep learning models for clinical diagnosis, owing to their size and lack of pixel-level annotations. With the recent advancements in computational pathology, newer multiple-instance learning-based models have been proposed.

Remote Gait Type Classification System Using Markerless 2D Video.

Several pathologies can alter the way people walk, i.e., their gait.

A Spatiotemporal Deep Learning Approach for Automatic Pathological Gait Classification.

Human motion analysis provides useful information for the diagnosis and recovery assessment of people suffering from pathologies, such as those affecting the way of walking, i.e., gait.