Area of research
Radiology, Nuclear Medicine and Imaging · Geophysics
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, Lung Cancer Diagnosis and Treatment, earthquake and tectonic studies, and High-pressure geophysics and materials.
Artificial intelligence for clinical oncology
Deep learning classification of lung cancer histology using CT images
Transparency and reproducibility in artificial intelligence
Artificial intelligence in radiation oncology
Artificial intelligence in cancer imaging: Clinical challenges and applications
Bioinspired design of flexible armor based on chiton scales
Hybrid Living Materials: Digital Design and Fabrication of 3D Multimaterial Structures with Programmable Biohybrid Surfaces
Artificial intelligence in radiology
Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study
Making data matter: Voxel printing for the digital fabrication of data across scales and domains
Mechanical behavior of idealized, stingray-skeleton-inspired tiled composites as a function of geometry and material properties