AI and Personalized medicine systems for Cancer, Alzheimer's Disease
Probabilistic Modeling and AI, Molecular (PET/CT - SPECT/CT) Imaging; Monte Carlo Simulation, Statistical Design, Systems Theory, Circuit Theory, Signal and Image Processing, Quality Engineering/Metrology
Biomedical Nanomaterials, Nanobiomaterials, Targeted Drug Delivery Systems, Nanomedicine, Nanobiointeractions, Nanobiotechnology, Multimodal Nanocarriers, Hybrid Nanoparticles, Nanobiosensors, Nanotheranostics, Polymers, Colloids
Tactile anatomy, physiology, and psychophysics
Somatosensory System
Computational neuroscience
Neuroengineering & Neurotechnology
Tissue biomechanics; Motion biomechanics; Skeletal muscle mechanics; Orthopedic biomechanics; Myofascial force transmission; Movement disorders; Spasticity; Remedial surgery; Botulinum toxin; Fascia; Manual therapies; Mechanorceptor function; Solid mechanics; Magnetic resonance imaging
Magnetic Resonance Imaging (MRI); Interventional MRI; Image Guided Medical Interventions; MR-Angio Fusion (XFM); Cardiac Imaging (specifically Cardiac MRI); Cardiac Physiology; Cardiovascular Modeling; Neuroimaging (specifically Neuro MRI); Medical Image Processing; Image Registration and Visualization
Method development, behavioral and translational neuroscience.
Behavioral neuroimaging, positron emission tomography.
Animal models, depression, motivation.
Dopamine.
Parkinson's disease, closed loops.
The focus of our lab is multidisciplinary including research on
- tissue regeneration
- injectable scaffolds
- drug delivery devices
- 3D printing of tissue scaffolds
- Machine learning models for analyzing biomaterials data
Magnetic resonance imaging; Magnetic resonance spectroscopic imaging; Parallel imaging; Arterial spin labeling; Diffusion tensor imaging; Functional magnetic resonance imaging; Biostatistics
Robotics, Mechatronics
Stereotactic Neurosurgery, Robotic Surgery, Biomechanical Simulation
Medical Image Segmentation, Registration
Functional Electric Stimulation, Implantable Stimulation Devices
Photodynamic therapy (PDT), Photothermal therapy (PTT), Photoimmunotherapy (PIT), Nanoparticles in PDT, Laser biostimulation, Development of lasers for medical applications, Laser-induced breakdown spectroscopy (LIBS).
Magnetic resonance imaging (MRI); Functional MRI; Electroencephalography (EEG); Multimodal neuroimaging; Systemic physiology (e.g., cardiovascular, respiratory system); Cognitive neuroscience
Chiral nanoparticles, antibacterial nanoparticles, extracellular vesicle capturing, AI-driven nanoparticle-protein interactions, drug and gene delivery systems, cancer therapies, translational nanotechnology, and multidisciplinary approaches to address biomedical challenges
Polymer bioelectronics; Brain–computer interfaces; Biosensors; Micro/nano fabrication
Advanced optical and scanning probe microscopy (AFM, TIRF, confocal, super-resolution, TEM) for studying neurodegenerative diseases
Artificial intelligence and machine learning in Biomedical Sciences
Biomedical Optics: Building imaging and diagnostic devices. Computational Imaging and Data Analysis: Modeling light for scattering objects and in scattering environment. Biomedical Instrumentation and System Integration: Integration of hardware and software for automated diagnostics. Preclinical and Veterinary Imaging: Small animal imaging, veterinary gait analysis.
