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RAD 21Q: The Magic of Medical Imaging

For centuries, the only way to know what was happening inside our bodies was to open them up, and look. Everything changed very late in the 19th century and throughout 20th century, with the development of increasingly powerful medical imaging tools such as X-ray, computed tomography (CT), magnetic resonance imaging (MRI), positron emission tomography (PET), and ultrasound. Today, X-rays can depict tiny bone cracks, ultrasound can visualize heart valve dysfunction, CT can map our vascular system, MRI can see small brain defects, and PET imaging can help identify aggressive cancers. In this seminar, we will discuss the magic of medical imaging and the principles and technologies behind these tools that enable seeing inside our body. We will discuss the main medical imaging modalities, and discuss their applications with real life examples. Students will learn about medical imaging as well as about common conditions and diseases, and aspects of human anatomy. Essential components of the seminar include active participation during the discussions and student-led presentations on medical imaging topics of interest. The seminar has no prerequisite other than an interest in medical imaging and curiosity about the human body.
Terms: Aut | Units: 3 | UG Reqs: WAY-SMA
Instructors: Ennis, D. (PI) ; Georgiadis, M. (PI)

RAD 101: Readings in Radiology Research

Prerequisite: consent of instructor.
Terms: Aut, Win, Spr, Sum | Units: 1-18 | Repeatable for credit
Instructors: Atlas, S. (PI) ; Bammer, R. (PI) ; Barnes, P. (PI) ; Barth, R. (PI) ; Bazalova, M. (PI) ; Beaulieu, C. (PI) ; Becker, C. (PI) ; Biswal, S. (PI) ; Blankenberg, F. (PI) ; Chan, F. (PI) ; Cheng, Z. (PI) ; Chin, F. (PI) ; Dahl, J. (PI) ; Daldrup-Link, H. (PI) ; Daniel, B. (PI) ; Demirci, U. (PI) ; Desser, T. (PI) ; Do, H. (PI) ; Fahrig, R. (PI) ; Federle, M. (PI) ; Fischbein, N. (PI) ; Fleischmann, D. (PI) ; Gayer, G. (PI) ; Ghanouni, P. (PI) ; Glover, G. (PI) ; Gold, G. (PI) ; Goris, M. (PI) ; Hargreaves, B. (PI) ; Herfkens, R. (PI) ; Hofmann, L. (PI) ; Hovsepian, D. (PI) ; Hwang, G. (PI) ; Iagaru, A. (PI) ; Ikeda, D. (PI) ; Jaramillo, D. (PI) ; Jeffrey, R. (PI) ; KUO, W. (PI) ; Kamaya, A. (PI) ; Kane, P. (PI) ; Kao, J. (PI) ; Keeling, C. (PI) ; Kothary, N. (PI) ; Lachman, R. (PI) ; Langlotz, C. (PI) ; Larson, D. (PI) ; Lebowitz, E. (PI) ; Leung, A. (PI) ; Levin, C. (PI) ; Lipson, J. (PI) ; Loening, A. (PI) ; Louie, J. (PI) ; Lungren, M. (PI) ; Lutz, A. (PI) ; Mallick, P. (PI) ; Marks, M. (PI) ; Massoud, T. (PI) ; McNab, J. (PI) ; Moseley, M. (PI) ; Moskowitz, P. (PI) ; Napel, S. (PI) ; Newman, B. (PI) ; Nino-Murcia, M. (PI) ; Olcott, E. (PI) ; Paik, D. (PI) ; Pal, S. (PI) ; Paulmurugan, R. (PI) ; Pauly, K. (PI) ; Pelc, N. (PI) ; Pitteri, S. (PI) ; Plevritis, S. (PI) ; Quon, A. (PI) ; Rao, J. (PI) ; Riley, G. (PI) ; Rubesova, E. (PI) ; Rubin, D. (PI) ; Rutt, B. (PI) ; Segall, G. (PI) ; Seidel, F. (PI) ; Shin, L. (PI) ; Soh, H. (PI) ; Spielman, D. (PI) ; Stevens, K. (PI) ; Stoyanova, T. (PI) ; Sze, D. (PI) ; Thakor, A. (PI) ; Van Dalsem, V. (PI) ; Vasanawala, S. (PI) ; Wintermark, M. (PI) ; Yao, D. (PI) ; Yeom, K. (PI) ; Zaharchuk, G. (PI) ; Zeineh, M. (PI)

RAD 199: Undergraduate Research

Students undertake investigations sponsored by individual faculty members. Prerequisite: consent of instructor.
Terms: Aut, Win, Spr, Sum | Units: 1-18 | Repeatable for credit
Instructors: Airan, R. (PI) ; Bammer, R. (PI) ; Barnes, P. (PI) ; Barth, R. (PI) ; Beaulieu, C. (PI) ; Becker, C. (PI) ; Biswal, S. (PI) ; Blankenberg, F. (PI) ; Chan, F. (PI) ; Chaudhari, A. (PI) ; Cheng, Z. (PI) ; Chin, F. (PI) ; Dahl, J. (PI) ; Daldrup-Link, H. (PI) ; Daniel, B. (PI) ; Demirci, U. (PI) ; Desser, T. (PI) ; Do, H. (PI) ; Durmus, G. (PI) ; Ennis, D. (PI) ; Federle, M. (PI) ; Ferrara, K. (PI) ; Fischbein, N. (PI) ; Fleischmann, D. (PI) ; Gayer, G. (PI) ; Ghanouni, P. (PI) ; Glover, G. (PI) ; Gold, G. (PI) ; Goris, M. (PI) ; Hargreaves, B. (PI) ; Herfkens, R. (PI) ; Hofmann, L. (PI) ; Hovsepian, D. (PI) ; Hwang, G. (PI) ; Iagaru, A. (PI) ; Ikeda, D. (PI) ; Jaramillo, D. (PI) ; Jeffrey, R. (PI) ; KUO, W. (PI) ; Kamaya, A. (PI) ; Kane, P. (PI) ; Kao, J. (PI) ; Keeling, C. (PI) ; Kothary, N. (PI) ; Lachman, R. (PI) ; Langlotz, C. (PI) ; Larson, D. (PI) ; Lebowitz, E. (PI) ; Leung, A. (PI) ; Levin, C. (PI) ; Lipson, J. (PI) ; Loening, A. (PI) ; Louie, J. (PI) ; Lungren, M. (PI) ; Lutz, A. (PI) ; Mallick, P. (PI) ; Marks, M. (PI) ; Massoud, T. (PI) ; McNab, J. (PI) ; Moseley, M. (PI) ; Moskowitz, P. (PI) ; Napel, S. (PI) ; Newman, B. (PI) ; Nino-Murcia, M. (PI) ; Olcott, E. (PI) ; Paik, D. (PI) ; Pal, S. (PI) ; Paredes Castro, P. (PI) ; Paulmurugan, R. (PI) ; Pauly, K. (PI) ; Pelc, N. (PI) ; Pitteri, S. (PI) ; Plevritis, S. (PI) ; Popelka, G. (PI) ; Quon, A. (PI) ; Rao, J. (PI) ; Riley, G. (PI) ; Rubesova, E. (PI) ; Rubin, D. (PI) ; Rusu, M. (PI) ; Rutt, B. (PI) ; Segall, G. (PI) ; Seidel, F. (PI) ; Shin, L. (PI) ; Soh, H. (PI) ; Spielman, D. (PI) ; Stevens, K. (PI) ; Stoyanova, T. (PI) ; Sze, D. (PI) ; Thakor, A. (PI) ; Van Dalsem, V. (PI) ; Vasanawala, S. (PI) ; Wang, A. (PI) ; Wintermark, M. (PI) ; Wu, J. (PI) ; Yao, D. (PI) ; Yeom, K. (PI) ; Zaharchuk, G. (PI) ; Zeineh, M. (PI)

RAD 201: Introduction to Radiology

This seminar is offered to pre-clinical medical students interested in learning about how image-based anatomy can reinforce their knowledge of gross anatomy as they progress through the term. This also serves as a refresher for MSII students. Within this seminar, students will explore image findings in human anatomy in the normal and diseased state. The course will also cover when to request X-Ray, Flouroscopy, Ultrasound, CT, MRI, and Nuclear Medicine. There will be time to explore Radiology as a career choice as well as research opportunities in Radiology.
Terms: Aut | Units: 1

RAD 206: Mixed-Reality in Medicine (BIOE 206, BMP 206)

Mixed reality uses transparent displays to place virtual objects in the user's field of vision such that they can be aligned to and interact with actual objects. This has tremendous potential for medical applications. The course aims to teach the basics of mixed-reality device technology, and to directly connect engineering students to physicians for real-world applications. Student teams will complete guided assignments on developing new mixed-reality technology and a final project applying mixed-reality to solve real medical challenges. Prerequisites: (1) Programming competency in a language such as C, C++. or Python. (2) A basic signal processing course such as EE102B (Digital Signal Processing), while not required, will be helpful. (3) A medical imaging course, while not required, will be helpful. Please contact the instructors with any questions about prerequisites.
Terms: Aut | Units: 3
Instructors: Daniel, B. (PI) ; Hargreaves, B. (PI) ; Leuze, C. (PI) ; Niu, W. (TA)

RAD 210: Seminar Series for Biomedical Physics (BMP 210)

This seminar series is designed for students interested in biomedical physics, radiation therapy, image-guided therapy, diagnostic, interventional, and molecular imaging, and other forms of disease detection and characterization including molecular diagnostics. Speakers include Stanford faculty and research scientists, as well as industry professionals.
Terms: Aut | Units: 1 | Repeatable 2 times (up to 2 units total)
Instructors: Kogan, F. (PI) ; Rusu, M. (PI)

RAD 211: Biomedical Signals I (BMP 211)

This course builds the foundational skills for analyzing biomedical signals and systems. Students will learn about biomedical signal processing (with emphasis on two-dimensional signals), linear systems and their properties, the Fourier transform and its applications, spatial/time domain vs frequency domain, and sampling theory. Examples will be drawn from medical imaging modalities such as MR, x-ray, CT, and ultrasound to demonstrate linear systems analysis and medical image reconstruction using Fourier transform methods.
Terms: Aut | Units: 3

RAD 222: Physics and Engineering Principles of Multi-modality Molecular Imaging of Living Subjects (BIOE 222, BMP 222)

Physics and Engineering Principles of Multi-modality Molecular Imaging of Living Subjects ( RAD 222A). Focuses on instruments, algorithms and other technologies for non-invasive imaging of molecular processes in living subjects. Introduces research and clinical molecular imaging modalities, including PET, SPECT, MRI, Ultrasound, Optics, and Photoacoustics. For each modality, lectures cover the basics of the origin and properties of imaging signal generation, instrumentation physics and engineering of signal detection, signal processing, image reconstruction, image data quantification, applications of machine learning, and applications of molecular imaging in medicine and biology research.
Terms: Aut | Units: 3-4
Instructors: Levin, C. (PI)

RAD 280: Early Clinical Experience in Radiology

Provides an observational experience as determined by the instructor and student. Prerequisite: consent of instructor.
Terms: Aut, Win, Spr, Sum | Units: 1-2 | Repeatable for credit
Instructors: Atlas, S. (PI) ; Bammer, R. (PI) ; Barnes, P. (PI) ; Barth, R. (PI) ; Bazalova, M. (PI) ; Beaulieu, C. (PI) ; Becker, C. (PI) ; Biswal, S. (PI) ; Blankenberg, F. (PI) ; Chan, F. (PI) ; Cheng, Z. (PI) ; Chin, F. (PI) ; Dahl, J. (PI) ; Daldrup-Link, H. (PI) ; Daniel, B. (PI) ; Demirci, U. (PI) ; Desser, T. (PI) ; Do, H. (PI) ; Fahrig, R. (PI) ; Federle, M. (PI) ; Fischbein, N. (PI) ; Fleischmann, D. (PI) ; Gayer, G. (PI) ; Ghanouni, P. (PI) ; Glover, G. (PI) ; Gold, G. (PI) ; Goris, M. (PI) ; Hargreaves, B. (PI) ; Herfkens, R. (PI) ; Hofmann, L. (PI) ; Hovsepian, D. (PI) ; Hwang, G. (PI) ; Iagaru, A. (PI) ; Ikeda, D. (PI) ; Jaramillo, D. (PI) ; Jeffrey, R. (PI) ; KUO, W. (PI) ; Kamaya, A. (PI) ; Kane, P. (PI) ; Kao, J. (PI) ; Keeling, C. (PI) ; Kothary, N. (PI) ; Lachman, R. (PI) ; Langlotz, C. (PI) ; Larson, D. (PI) ; Lebowitz, E. (PI) ; Leung, A. (PI) ; Levin, C. (PI) ; Lipson, J. (PI) ; Loening, A. (PI) ; Louie, J. (PI) ; Lungren, M. (PI) ; Lutz, A. (PI) ; Mallick, P. (PI) ; Marks, M. (PI) ; Massoud, T. (PI) ; McNab, J. (PI) ; Mittra, E. (PI) ; Moseley, M. (PI) ; Moskowitz, P. (PI) ; Napel, S. (PI) ; Newman, B. (PI) ; Nino-Murcia, M. (PI) ; Olcott, E. (PI) ; Paik, D. (PI) ; Pal, S. (PI) ; Paulmurugan, R. (PI) ; Pauly, K. (PI) ; Pelc, N. (PI) ; Pitteri, S. (PI) ; Plevritis, S. (PI) ; Quon, A. (PI) ; Rao, J. (PI) ; Riley, G. (PI) ; Rubesova, E. (PI) ; Rubin, D. (PI) ; Rutt, B. (PI) ; Segall, G. (PI) ; Seidel, F. (PI) ; Shin, L. (PI) ; Soh, H. (PI) ; Spielman, D. (PI) ; Stevens, K. (PI) ; Stoyanova, T. (PI) ; Sze, D. (PI) ; Thakor, A. (PI) ; Van Dalsem, V. (PI) ; Vasanawala, S. (PI) ; Wintermark, M. (PI) ; Wu, J. (PI) ; Yao, D. (PI) ; Yeom, K. (PI) ; Zaharchuk, G. (PI) ; Zeineh, M. (PI)

RAD 299: Directed Reading in Radiology

Prerequisite: consent of instructor.
Terms: Aut, Win, Spr, Sum | Units: 1-18 | Repeatable for credit
Instructors: Bammer, R. (PI) ; Barnes, P. (PI) ; Barth, R. (PI) ; Beaulieu, C. (PI) ; Becker, C. (PI) ; Biswal, S. (PI) ; Blankenberg, F. (PI) ; Chan, F. (PI) ; Chaudhari, A. (PI) ; Cheng, Z. (PI) ; Chin, F. (PI) ; Dahl, J. (PI) ; Daldrup-Link, H. (PI) ; Daniel, B. (PI) ; Demirci, U. (PI) ; Desser, T. (PI) ; Do, H. (PI) ; Ennis, D. (PI) ; Federle, M. (PI) ; Fischbein, N. (PI) ; Fleischmann, D. (PI) ; Gayer, G. (PI) ; Ghanouni, P. (PI) ; Glover, G. (PI) ; Gold, G. (PI) ; Goris, M. (PI) ; Hargreaves, B. (PI) ; Herfkens, R. (PI) ; Hofmann, L. (PI) ; Hovsepian, D. (PI) ; Hwang, G. (PI) ; Iagaru, A. (PI) ; Ikeda, D. (PI) ; Jeffrey, R. (PI) ; KUO, W. (PI) ; Kamaya, A. (PI) ; Kane, P. (PI) ; Keeling, C. (PI) ; Kothary, N. (PI) ; Lachman, R. (PI) ; Langlotz, C. (PI) ; Larson, D. (PI) ; Lebowitz, E. (PI) ; Leung, A. (PI) ; Levin, C. (PI) ; Lipson, J. (PI) ; Loening, A. (PI) ; Louie, J. (PI) ; Lungren, M. (PI) ; Lutz, A. (PI) ; Mallick, P. (PI) ; Marks, M. (PI) ; Massoud, T. (PI) ; McNab, J. (PI) ; Moseley, M. (PI) ; Moskowitz, P. (PI) ; Napel, S. (PI) ; Newman, B. (PI) ; Nino-Murcia, M. (PI) ; Olcott, E. (PI) ; Paik, D. (PI) ; Pal, S. (PI) ; Paredes Castro, P. (PI) ; Paulmurugan, R. (PI) ; Pauly, K. (PI) ; Pelc, N. (PI) ; Pitteri, S. (PI) ; Plevritis, S. (PI) ; Quon, A. (PI) ; Rao, J. (PI) ; Riley, G. (PI) ; Rubesova, E. (PI) ; Rubin, D. (PI) ; Rusu, M. (PI) ; Rutt, B. (PI) ; Segall, G. (PI) ; Seidel, F. (PI) ; Shin, L. (PI) ; Soh, H. (PI) ; Spielman, D. (PI) ; Stevens, K. (PI) ; Stoyanova, T. (PI) ; Sze, D. (PI) ; Thakor, A. (PI) ; Van Dalsem, V. (PI) ; Vasanawala, S. (PI) ; Wang, A. (PI) ; Wintermark, M. (PI) ; Wu, J. (PI) ; Yao, D. (PI) ; Yeom, K. (PI) ; Zaharchuk, G. (PI) ; Zeineh, M. (PI)
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