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Lecture by Prof. Dr. Nassir Navab & invited speakers.
Module IN2021: 4+0 SWS, 6 ECTS, Praktische Informatik, Wahlfach
Time & Location:
2016 Repeat Exam
- All students MUST register on TUM online up to 1 week before repeat exam date.
- Repeat: March 30, 2016 13:30-15:00 @ MW 0001, Gustav-Niemann-Hörsaal (5510.EG.001)
- 8 questions on the CAMP lectures + 2 questions on invited talks = 10 questions x 10 pts= 100 score
- Sample questions for the exam: Sample questions
- Grading method:
| Grade | Score range |
|---|
| 5 | 45- |
| 4 | 45 - 50 |
| 3.7 | 50 - 55 |
| 3.3 | 55 - 60 |
| 3 | 60 - 65 |
| 2.7 | 65 - 70 |
| 2.3 | 70 - 75 |
| 2 | 75 - 80 |
| 1.7 | 80 - 85 |
| 1.3 | 85 - 90 |
| 1 | 90+ |
Abstract
Computer science is playing an important, increasing role in medical practices. Medical imaging companies are no more asked by physicians to only produce images of anatomy. Instead, they are asked to design software and hardware systems to provide complex computer-aided solutions for diagnosis, intervention and therapy. There are more and more opportunities for computer science graduates to contribute to the development and deployment of medical solutions. Within the operating rooms, there is an increasing need for the integration and visualization of heterogeneous data acquired by numerous sensors.
This course on computer aided medical procedures exposes the students to the challenges of building the operating rooms of the future. The main focus of the course is in imaging technologies especially intra-operative imaging as well as the visualization of this data. Techniques like segmentation and registration will be explained in various classes.
There will be invited guests from the hospital Rechts der Isar and also medical companies in the classes. They will talk about the physical properties and the clinical use of the different modalitries and techniques. The invited guests will be announced in the course schedule below.
Here is a rough overview of the topics that were presented in last year's lecture:
- Introduction
- Computer-Aided Surgery and Exemplary Applications
- Image Processing and Segmentation
- Registration
- Basics of Tracking Technologies
- Visualization and Medical Augmented Reality
- Surgical Workflow - Analysis, Monitoring and Applications
- Basics of Radiography (X-Ray, CT etc.) - Physical Properties, Applications, Radiation Therapy
- Magnetic Resonance Imaging - Basics, Advanced MRI and Applications
- Ultrasound Imaging
- Nuclear Medicine (PET/SPECT)
For a more detailed overview, see last year's lecture.
Prerequisites:
- Interest in medical image processing
Benefits:
- Knowledge in medical image acquisition / image modalities
- Deep insight into medical image computing
This lecture is going to be succeeded by "Computer Aided Medical Procedures 2" (see summer term 2014 CAMP 2 lecture page) (2+2 SWS, 6 ECTS) in the next summer term (which is recommended, but not obligatory).
Course Schedule
A password is needed to access the lecture slides and materials. This will be announced in the first lecture.
BrainLab AG
We will meet directly at BrainLAB. We cannot provide a bus for this field trip, so you have to get there by yourselves (you can share cars or go by public transport). The address is BrainLAB AG, Kapellenstr. 12, 85622 Feldkirchen.
| time | Event | Guide |
|---|
| 13:00 | Introduction to Brainlab and the Recruitment Process | Verónica Garíca Caro |
| 13:30 | Presentation 1: RT Treatment Planning | Jasmine Schrimer |
| 14:30 | Coffee Break | |
| 15:00 | Presentation 2: Deep Brain Simulation | Stefan Achatz, Rebecca Rittsteig |
| 16:00 | Company Tour | Petra Rinke |
| 16:45 | Photo Shooting | Sebastian Lumer, Yessica Hurtado |
A short extract about using public transport to arrive at Brainlab from the BrainLAB website:
"From Munich City take the S2 towards 'Erding/Markt Schwaben'. Exit at the 'Feldkirchen' stop. From here you can take a taxi or the regional bus 263, in the direction 'Messestadt West.' Brainlab is located a few meters walking distance from the 'Kapellenstraße' bus stop."
ZEISS
We will meet directly at Zeiss . We cannot provide a bus for this field trip, so you have to get there by yourselves. The address is KistlerhofStrasse 75 81379 Munich. (Close to Aidenbachstrasse on the U3 line).
Map to Zeiss
| Time | Activity |
|---|
| 13:00-13:30 | Welcome talk |
| 13:30-15:30 | Lab visit: NAC, Cataract, Microscopy |
| 15:30-16:00 | Forum retina workplace |
SIEMENS HEALTHCARE
There will be a whole-day field trip to Siemens AG Healthcare in Erlangen. A bus will be provided, bringing students from TUM Garching to the Siemens site and back. The two Siemens sites in Erlangen and Forchheim serve as research and production sites for CT (Computed Tomography), AX (Angiography / X-Ray), MR (Magnetic Resonance Imaging), and SP (Special Products).
| Time | Activity |
|---|
| 6:40-8:50 | Bus travel to Erlangen, Henkestr. 127 |
| 8:50 | Meet Mr. Wolfgang Merkel at front desk |
| 9:00-9:45 | Siemens Healthcare, Magnetic Resonance (MR) |
| 9:45 | break |
| 10:00-10:45 | Processing & Algorithm, room: Kl VS |
| 11:00-11:45 | MR factory tour |
| 11:45-12:45 | Lunch, Employeee Restaurant Erlangen |
| 12:45 | Transfer to Siemens Healthcare Forchheim with bus |
| 13:15-14:00 | Computed Tomography (CT), Overview CT Products |
| 14:00-14:45 | Advanced Therapies (AT) Overview AT Products |
| 14:45-15:30 | AT/CT factory tour |
| 15:30 | End of program, bus travel to Munich |
Literature
Primary Literature
- Overview
- [Peters2008] Terry M. Peters, Kevin Cleary: Image-Guided Interventions: Technology and Applications. Springer, 1st edition 2008
- [Peters2000] Terry M. Peters: Image-guided surgery: From X-rays to Virtual Reality. Comput Methods Biomech Biomed Engin, 4(1):27-57, 2000
- Modalities
- Computed Tomography
- Magnetic Resonance Tomography
- Image Processing / (Filtering, Morpholgical Operations, and Basic Segmentation Methods):
- Segmentation:
- [Pham2000] Dzung L. Pham, Chenyang Xu, and Jerry L. Prince. Current methods in medical image segmentation. Annual Review of Biomedical Engineering, 2:315-337, 2000. doi:10.1146/annurev.bioeng.2.1.315
- [MortensenLiveWire1992] E. Mortensen, B. Morse, W. Barrett, and J. Udupa: Adaptive Boundary Detection Using "Live-Wire" Two-Dimensional Dynamic Programming. Computers in Cardiology 1992. pp. 635-638. doi:10.1109/CIC.1992.269378
- [FalcaoLiveWire1998] A. X. Falcão et al.: User-Steered Image Segmentation Paradigms: Live Wire and Live Lane. Graphical Models and Image Processing 1998. Vol. 60, No. 4, pp. 233-260. doi:10.1006/gmip.1998.0475
- [Kass1988] M. Kass, A. Witkin, and D. Terzopoulos. Snakes: Active contour models. International Journal of Computer Vision. Vol. 1, No. 4, pp. 321-331. 1988. doi:10.1007/BF00133570
- [SethianLevelSetFastMarching] J. A. Sethian: Level Set Methods and Fast Marching Methods. Evolving Interfaces in Computational Geometry, Fluid Mechanics, Computer Vision, and Materials Science. Cambridge University Press
- Registration:
- [Maintz1998] Maintz, J.B.A. & Viergever, M.A. A survey of medical image registration Medical Image Analysis, 1998, 2, 1-36
- [Hajnal2001] J. V. Hajnal, D. L. G. Hill, and D. J. Hawkes: Medical Image Registration. CRC Press, Biomedical Engineering Series, 2001
- Computer Vision:
- Computer Aided Surgery:
- [Grimson1999] W. Eric L. Grimson, Ron Kikinis, Ferenc A. Jolesz, and Peter McL. Black: Image-Guided Surgery. Scientific American, 280(6) pp. 62-69, 1999
Secondary Literature
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