Radiology

Molecularly targeted multimodal imaging, radiopharmaceutical development, preclinical to clinical translation, automated image analysis

Natural Language Processing, Patient-Centered Radiology, Lung Cancer, Interstitial Lung Disease

Neuro-imaging, neuro-oncology, Alzheimer's Disease, artificial intelligence, medical image analysis, natural language processing, data science, big data, precision medicine

Quantitative molecular imaging and drug design in targeted radiopharmaceuticals, theranostics enabling delivery of ionizing radiation for improved diagnostics, characterization of the disease microenvironment, and selective delivery of potent high linear energy transfer therapeutics, applications in metastatic oncology and in infectious disease

Quantitative imaging, radioimmunotherapy, imaging the immune system, multi-modality imaging

MRI and PET imaging, neuroinflammation, neurodegenerative disease

Investigating neural coding using deep learning, Investigating autism behaviors using computer vision and machine learning, Single-neuron electrophysiology in humans

MRI, Neuroscience, Biophysical modeling and imaging of human brain structure and functioning,
Applications to Alzheimer disease and Multiple sclerosis

Quantitative imaging biomarkers in vivo for assessing functional features of cardiovascular disease with magnetic resonance imaging modality, optimize and apply deep learning-enabled strategies to accelerate image acquisition, reconstruct functional biomarkers, and automate image processing.