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The USC Master of Science in Biomedical Engineering (Medical Imaging & Imaging Informatics) is a unique degree that prepares you for a career in biomedical imaging, image processing and medical imaging informatics, including Picture Archiving & Communication Systems (PACS). This degree will prepare you for a career in any of the following:
- Medical imaging and health information industry;
- Military healthcare system; and
- General healthcare industry including hospital enterprise, HMO, and private enterprise. The MSBME program is also suitable for you if you intend to continue in graduate school or medical school.
- Healthcare entrepreneur
- Medical school
Topics covered include PACS application servers; digital-based tele-consultation with medical images; PACS-based CAD, informatics infrastructure of micro CT, MR, and PET; image-based neurosurgical Comm and Module; PACS simulator, image security in HIPAA environment, bone age assessment from a hand digital atlas; homeland defense strategies; medical simulation and modeling; data grid for image data disaster recovery; Cyberknife information system for brain tumor treatment, DICOM-based radiotherapy information system, and much more.
- Undergraduate or graduate degree in an appropriate discipline (engineering or the physical sciences)
- Cumulative undergraduate GPA of at least 3.0 on a 4.0 scale
- Satisfactory scores on the general portion of the Graduate Record Examinations (GRE) with a minimum score of 650 on the quantitative portion and 500 on the verbal portion
- Three Letters of Recommendation
- Statement of Purpose (a one-page letter expressing your career objectives)
- For international students whose first language is not English, in order to be excused from the mandatory International Standard English (ISE) placement exam, applicants must score at least:
- 250 or higher on the computer-based TOEFL
- 600 or higher on the paper-based TOEFL
- 100 or higher on the Internet-based TOEFL (iBT) with no less than 20 on each of the four individual sections
Note: Students with other technical backgrounds can be considered for admission if they make up required undergraduate course work.
A minimum of 29 units is required for the M.S. in Biomedical Engineering (Medical Imaging & Imaging Informatics) degree.
- Required courses: 23 units (7 courses)
- Elective courses: 6 units (2 courses)
- A minimum cumulative GPA of 3.0 is required for graduation.
Required Courses (23 units)
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BME501 - Advanced Topics in Biomedical Systems
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4
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Units: 4
Course Description: Advanced topics in selected biomedical systems: cardiopulmonary, neuromuscular, renal and endocrine.
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BME513 - Signal and Systems Analysis
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3
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Units: 3
Course Description: Classification; representation; statistical analysis; orthogonal expansions; least-squares estimation; harmonic analysis; Fourier, Laplace, and Z transforms; the linear system; filtering; modeling and simulation; linear control theory. Prerequisite: departmental approval.
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BME525 - Advanced Biomedical Imaging
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4
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Units: 4
Course Description: Advanced scientific and engineering principles of biomedical imaging including magnetic resonance, X-ray computed tomography, single photon and positron emission tomography, single photon and positron emission tomography, magnetoencephalography and electroencephalography. Prerequisite: departmental approval.
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BME527 - Integration of Medical Imaging Systems
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3
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Units: 3
Course Description: Medical imaging quality, compression, data standards, workflow analysis and protocols, broadband networks, image security, fault tolerance, picture archive communication system (PACS), image database and backup.
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BME528 - Medical Imaging Informatics
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3
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Units: 3
Course Description: Picture archive communication system (PACS) design and implementation; clinical PACS-based imaging informatics; telemedicine/teleradiology; image content indexing, image data mining; grid computing in large-scale imaging informatics; image-assisted diagnosis, surgery and therapy. Prerequisite: BME 425 or BME 525, BME 527.
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BME535 - Ultrasonic Imaging
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3
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Units: 3
Course Description: All aspects of ultrasonic imaging including ultrasound and tissue interaction, ultrasonic transducers, instrumentation, imaging methods, clinical applications, bioeffects, safety, and recent developments in the field.
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EE569 - Introduction to Digital Image Processing
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3
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Units: 3
Course Description: Image sampling, 2-D image transform, image enhancement, geometric image modification, morphologic processing, edge detection, texture analysis, image filtering and restoration. Graduate standing. Recommended preparation: EE 401, EE 464.
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Electives (6 units)
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BME416 - Development and Regulation of Medical Products
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3
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Units: 3
Course Description: An introduction to the process of medical product development with emphasis on the regulations that govern the design, fabrication, and maintenance of medical products. Junior standing. Departmental approval required.
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BME502 - Advanced Studies of the Nervous System
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4
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Units: 4
Course Description: Advanced topics on the structure and function of the nervous system examined from the viewpoint of computational systems science.
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BME620 - Applied Electrophysiology
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4
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Units: 4
Course Description: The theoretical basis and applied design principles for medical devices and instrumentation that interact with electrically excitable tissues of the body. Prerequisite: BME 502.
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BME650 - Biomedical Measurement and Instrumentation
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3
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Units: 3
Course Description: Design of measurement systems and biomedical instrumentation; architecture of electronic instruments used to measure physiological parameters, analysis of major process functions integrated in these instruments. Open to M.S., Medical Device and Diagnostic Engineering and biomedical engineering Ph.D. students only. Prerequisite: BME 513.
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CSCI530 - Security Systems
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4
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Units: 4
Course Description: Protecting data and computing resources. Systems/network/data security; cryptography; authentication; authorization; intrusion prevention/detection/response; wireless technologies and security implications. Prerequisite: CSCI 402x.
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CSCI551 - Computer Communications
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3
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Units: 3
Course Description: Protocol design for computer communication networks, network routing, transport protocols, internetworking. Prerequisite: CSCI 402, EE 450 and C-language programming.
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EE450 - Introduction to Computer Networks
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3
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Units: 3
Course Description: Network architectures; layered protocols, network service interface; local networks; long-haul networks; internal protocols; link protocols; addressing; routing; flow control; higher level protocols. Prerequisite: junior standing.
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EE464 - Probability Theory for Engineers
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3
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Units: 3
Course Description: Axiomatic foundations of probability, random variables, Gaussian and Poisson distributions, functions of a random variable. Gaussian random vector, functions of several random variables; sequences of random variables. Prerequisite: EE 301 and MATH 445.
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EE469 - Introduction to Digital Media Engineering
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3
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Units: 3
Course Description: Fundamentals of digital media representation, for audio, images and video signals. Sampling; Fourier and z-transforms; FFT; filter design; image segmentation, image and video compression standards. Prerequisite: EE 301 or EE 321; EE 364 or MATH 407.
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EE559 - Mathematical Pattern Recognition
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3
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Units: 3
Course Description: Distribution free classification, discriminant functions, training algorithms; statistical classification, parametric and nonparametric techniques, potential functions; non-supervised learning. Prerequisite: EE 464; corequisite: EE 441.
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Please note that the courses above are those available via DEN. Additional courses are available on campus. Please consult the department website for a complete list of options.
In order to evaluate any application for admission, application materials must be submitted by the deadlines listed:
June 15th Fall admission
Please submit the following to the USC Office of Graduate Admission via the online application system by clicking here.
- Statement of Purpose
- The statement of purpose should describe succinctly your reasons for applying to the proposed program at the Viterbi School of Engineering, your preparation for this field of study, study interests, future career plans, and other aspects of your background and interests which may aid the admissions committee in evaluating your aptitude and motivation for graduate study.
- Three Letters of Recommendation
- Letters of recommendation should be from faculty or others (supervisors, professional colleagues, etc.) qualified to evaluate your potential for graduate study. They should be written on official letterhead.
Please arrange to have the following sent to the USC Office of Admission as a hard copy (USC Graduate Office of Admission, University Park Campus, Los Angeles, CA 90089-0915):
- Official Transcript(s) from all post-secondary schools you have attended, and official translations if they are not in English.
- General GRE scores (no older than 5 years). Official scores must be sent through ETS to the University of Southern California, ETS code 4852)
- TOEFL scores (required for international students)
NOTE: If you meet our minimum qualifications, you can get started BEFORE you are formally admitted to USC, as a "LIMITED" student! Click here for more information.
For the USC Biomedical Engineering Department:
Mischal Diasanta Cabrera
Graduate Affairs Coordinator
Biomedical Engineering
Tel: (213) 740-0344
Email: bmegrad@usc.edu
For the USC Distance Education Network (DEN):
Ray Fujioka
Master's and Professional Programs [MAPP]
Tel: (213) 740-4488
Fax: (213) 821-0851
Email: info@den.usc.edu
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