Deep learning for automatic organ and tumor segmentation in nanomedicine pharmacokinetics
Alex Dhaliwal, Jun Ma, Mark Zheng, Qing Lyu, Maneesha A. Rajora, Shihao Ma, Laura Oliva, Anthony Ku, Michael S. Valic, Bo Wang, Gang Zheng
Abstract
: NanoMASK is an easy-to-use, adaptable tool for improving accuracy and throughput in imaging-based pharmacokinetic studies of nanomedicine. It has been made publicly available to all readers for automatic segmentation and pharmacokinetic analysis across a diverse array of nanoparticles, expediting agent development.
Topics & Concepts
SegmentationComputer scienceArtificial intelligenceDeep learningNanomedicineMedical imagingPharmacokineticsDosimetryMedical physicsPattern recognition (psychology)MedicineNuclear medicinePharmacologyMaterials scienceNanoparticleNanotechnologyRadiomics and Machine Learning in Medical Imaging3D Printing in Biomedical ResearchMedical Imaging Techniques and Applications