Teaching, Service, Grants & Talks
Overview of graduate teaching and curricula, invited presentations, NIH-funded research grants, grant review panels, and editorial appointments.
Teaching & Curriculum Development
Deep Learning in Medicine
Course Director & Instructor (21 hours/year) • Vilcek Institute & Center for Data Science, NYU School of Medicine
Developed and co-directing this graduate and medical curriculum course covering deep learning fundamentals, convolutional neural networks, vision transformers, self-supervised learning, and translational AI applications in clinical medicine.
Introduction to Healthcare Artificial Intelligence
Lecturer (2024, 2 hours/year) • NYU Grossman School of Medicine
Foundational lectures on artificial intelligence methodologies for graduate biomedical students in medicine.
AI in Radiology Lecture Series for Residents
Course Co-Director & Lecturer (2020 – 2024) • Department of Radiology, NYU School of Medicine
Developed and co-directed an AI lecture series tailored specifically for clinical radiology residents.
Advanced Magnetic Resonance Imaging
Lecturer (2013 – 2020, 2 hours/year) • Vilcek Institute, NYU School of Medicine
Graduate lectures covering ultra-high field MRI, parallel RF transmission, and RF safety.
Talks & Presentations (19)
AI for Clinical Diagnosis: Classification Models Using Machine Learning and Deep Learning
AI-powered Diagnosis and Prognosis of Musculoskeletal Diseases
AI-Powered Prediction of Musculoskeletal Disease Diagnosis and Progression
Estimation/Classification: Fundamentals & Advanced AI Methods
Advancing Clinical Insights: Exploring Extended AI Applications for Diagnosis & Prognosis
More Is Better: Multi-Transmit & Multi-Excite Musculoskeletal Imaging
AI in MSK Diagnosis, Grading, Quantification & Prediction
Muskuloskeletal Sistem ve Artrit Radyolojisinde Derin Öğrenme
Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative
High-resolution hip microarchitecture MRI meets deep learning for fracture risk assessment
Parallel Transmission for High Spatial Resolution Hip Microarchitecture MRI
Fracture Risk Assessment using Deep Learning and Hip Microarchitecture MRI
Sensitivity of magnetic resonance thermal imaging for mmWave exposure assessment
Incorporation of a Local Temperature Penalty in Pulse Design
Non-Iterative Parallel Transmission RF Pulse Design with Strict Temperature Constraints
Multi-Channel Array Safety Using Least Squares Fitting based MR Thermometry
Subject- And Resource-Specific Monitoring and Proactive Management of Parallel RF Transmission
Parallel RF Pulse Design with Subject-Specific Global SAR Supervision
MRI of the Hip at 7T Using RF Shimming with 4-Channel Excitation
Research Support & Grants
Completed Grants
Non-Invasive Radio Frequency Stimulation of Neurons and Networks
NIH / NINDS • Co-Investigator (Effort: 11.6%)
Deep Learning-Based Imaging Biomarkers for Knee Osteoarthritis
NIH / NIAMS • Principal Investigator (Effort: 60%)
Center for Advanced Imaging Innovation and Research (CAI²R)
NIH / NIBIB • Co-Investigator (Effort: 5%)
Quantitative Imaging of Mouse Brain Development
NIH / NINDS • Co-Investigator (Effort: 11.6%)
Resolving Fine Architectures of Human Gray Matter with Ultra-High-Resolution Diffusion MRI
NIH / NIBIB • Co-Investigator (Effort: 9%)
Study of the correlation between power density and temperature increase
Mobile & Wireless Forum IVZW (MWF) • Multi-PI (MPI: Cem M. Deniz & Leeor Alon)
RF Technology Innovation for Advancing High Field MR
NIH / NIBIB • Co-Investigator (Effort: 30%)
High-Performance High-Field Parallel MRI
NIH / NIBIB • Postdoctoral Fellow / Researcher (Effort: 68.5%)
Grant Application Review Groups
Congressionally Directed Medical Research Programs (CDMRP) - Peer Reviewed Medical Research Program Arthritis
Ad-hoc Scientific Reviewer
The Dutch Technology Foundation STW
Ad-hoc Scientific Reviewer
Institutional Service
Department of Radiology, NYU School of Medicine
Role: Member
Department of Radiology, NYU School of Medicine
Role: Member
Editorial Appointments & Verified Peer Review
Academic Editor
Conference Program Committees & Reviewing
Journal Peer Reviewer
Affiliations & Standards Committees
Invited Expert: Wireless Handset SAR Certification – Recommended Practice for Determining Spatial Peak SAR in the Human Body