Biomedical Data Science

Transcription

1 Structure of Materials Thermodynamics/Materials Mechanical Properties of Materials Electronic Properties of Materials Physical Chemistry of Materials II Biomaterials I Materials Characterization Biomaterials II: Host response biomaterials application The Chemistry of Materials Synthesis Nanoparticles Micro Nano Structured Materials & Devices Biomolecular Materials I- Soluble Proteins Amphiphiles Biomaterials Lab Mechanical Properties of Biomaterials Nanomaterials Lab Polymer Chemistry & Introduction to Bio-Inspired Processing of Audio-Visual Signals Microprocessor Lab I Control Programmable Device Lab Basic Communication Introduction to the Physics of Electronic Devices Image Processing & Analysis I Image Processing & Analysis II Robot Sensors Actuators FPGA Synthesis Lab FPGA Senior Projects Laboratory Product Design Lab

2 Medical Medical Image Analysis Digital Signal Processing Information Theory Electronics Design Laboratory Advanced Micro-Processor Lab Control Design Digital Communications I Magnetic Resonance in Bio-Photonics Laboratory CAD Design of Digital VLSI I Mixed-Mode VLSI Microfabrication Laboratory Introduction to Linear Theory Introduction to Nonlinear Ultrasound Photoacoustic Beamforming Feedback Control of Signaling Pathways Wavelets & Filter Banks Rom Signal Analysis Seminar: Medical Image Analysis Introduction to Fluid Mechanics Design & Analysis of Dynamical Biomechanics of the Cell Computer-Aided Design Robot Sensors Actuators Mechatronics Biofluid Mechanics Bioinspired Technology

3 Biophotonics Introduction to Biomechanics Experimental Methods in Biomechanics Biosolid Mechanics Robot Devices, Kinematics, Dynamics, Control Biosensing & BioMEMS Kinetic Processes Transport Phenomena I Transport Phenomena II Chemical & Biomolecular Separations Project in Design: Pharmacokinetics Metabolic Biotechnology Colloids Nanoparticles The Design of Biomolecular Dynamic Modeling Control Protein Structure Prediction Design Project in Design: Pharmacodynamics Introduction to Polymeric Materials Supramolecular Materials Nanomedicine Application of Moleculare Evolution Biotechnology Micro/Nanotechnology: The Eng of Small Structures Principles of Drug Delivery Advanced Topics in Pharmacokinetics Pharmacodynamics Introduction to Optimization Optimization II Cryptology Coding Scientific Computing: Differential Equations Dynamical

4 Mathematical Modeling Consulting Applied Statistics Analysis Introduction to Probability Introduction to Stochastic Processes Introduction to Statistics Stastical Methods in Monte Carlo Methods Mining Molecular Network Models in Operations Research Graph Theory Mathematical Mathematical Image Analysis Statistical Theory Probability Theory I Probability Theory II Statistical Theory I Statistical Theory II Nonlinear Optimization I Nonlinear Optimization II Principles of Pulmonary Physiology Build-a-Genome Pharmacology & Personalized Introduction to I Bioelectricity Applied Bioelectrical I Applied Bioelectrical II Neuro Design I

5 Neuro Design II Models of the Neuron Cellular Tissue Applications of Glycoengineering Networks Physical Epigenetics Stem Cell Biomechanics of the Cell Cell Tissue Lab Introduction to Orthopaedic Biomechanics Introduction to Rehabilitation Rehabilitation Design Lab Theory of Cancer Representations of Choice Stastical Methods in The Art of Principles of Design of BME Modern Techniques X-ray Computed Tomography Precision Care I Precision Care II Foundations of & Bioinformatics II Learning Theory Models of the Cardiac Myocyte Build-a-Genome Mentor Honors

6 Structure Function of the Auditory Vestibular Theoretical Neuroscience Advanced Orthopaedic Tissue Molecular Immunoengineering Photonics Personal Statistical Connectomics Surgery for Engineers bases Operating Parallel Programming Declarative Methods Introduction to Genomic Research Digital Health Informatics Intensive Computing Introduction to Algorithms Computer Romized Big Analysis Security & Privacy Computing : Analysis Network Embedded & Sensor Networks Augmented Reality Computer Integrated Surgery I Computer Integrated Surgery II Computer Graphics Computer Vision Algorithms for Sensor-Based Robotics Artificial Intelligence

7 Natural Language Processing Information Retrieval Web Agents Introduction to Machine Learning Machine Learning: to Models Machine Learning: Deep Learning Probabilistic Models of the Visual Cortex Advanced Topics in -Intensive Computing Frontiers of Sequencing: Analysis Fundamentals of Physics Chemistry in Nanoparticles