Missouri University of Science and Technology

Surface roughness dating for lava flows: a new remote sensing geochronometer for volcanic hazard assessment

Abstract Regional geologic histories are key to mitigating the impact of geologic hazards on nearby communities, but standard geochronology remains costly and labor-intensive. In contrast, surface roughness derived from high-resolution topographic data is an emerging technique fo...

High-accuracy lung region segmentation and injury classification using deep networks

This study developed and evaluated a hybrid deep learning framework for automated lung segmentation and multi-class severity classification in chest CT scans, addressing key methodological gaps including heterogeneous dataset labeling, pseudo-label bias in segmentation, limited i...