JoergTraub

Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

Joerg Traub

Joerg Traub

Chair for Computer Aided Medical Procedures & Augmented Reality

Fakultät für Informatik

Technische Universität München

Boltzmannstr. 3
85748 Garching b. München
Germany


fon: +49 89 289-19412
skype: joeblake77
fax: +49 89 289-17059
room no.: MI 03.13.044

10kg Sustainable Innovation
Shopping 10kg Sustainable Innovation at the Danish Design Center in Copenhagen.

Research Interest

  • Navigation and Computer Aided Surgery
  • Evaluation of Navigation Systems in Medicine
  • Augmented Reality in Medicine
  • Hybrid User Interfaces for Surgery and Interventions

Publications

2008
T. Lasser, T. Wendler, J. Traub, S. Ziegler, N. Navab
Definition of optimal collimator geometries for 3D tomographic thyroid scintigraphy using navigated gamma probes
Proceedings of Annual Congress of the European Association of Nuclear Medicine (EANM 2008), Munich, Germany, October 2008 (bib)
T. Wendler, T. Lasser, A. Buck, J. Traub, M. Schwaiger, S. Ziegler, N. Navab
First case report of 3D tomographic thyroid scintigraphy with tracked gamma probes
Proceedings of Annual Congress of the European Association of Nuclear Medicine (EANM 2008), Munich, Germany, October 2008 (bib)
O. Kutter, A. Aichert, C. Bichlmeier, J. Traub, S.M. Heining, B. Ockert, E. Euler, N. Navab
Real-time Volume Rendering for High Quality Visualization in Augmented Reality
International Workshop on Augmented environments for Medical Imaging including Augmented Reality in Computer-aided Surgery (AMI-ARCS 2008), USA, New York, September 2008 (bib)
J. Traub, A. Ahmadi, N. Padoy, L. Wang, S.M. Heining, E. Euler, P. Jannin, N. Navab
Workflow Based Assessment of the Camera Augmented Mobile C-arm System
International Workshop on Augmented Reality environments for Medical Imaging and Computer-aided Surgery (AMI-ARCS 2008), New York, NY, USA, September 2008 (bib)
T. Wendler, A. Hartl, T. Lasser, J. Traub, S. Ziegler, N. Navab
Tracking-based statistical correction for radio-guided cancer surgery
Proceedings of World Molecular Imaging Congress (WMIC 2008), Nice, France, September 2008 (bib)
L. Wang, J. Traub, S.M. Heining, S. Benhimane, R. Graumann, E. Euler, N. Navab
Long Bone X-ray Image Stitching Using Camera Augmented Mobile C-arm
Medical Image Computing and Computer-Assisted Intervention, MICCAI, 2008, New York, USA, September 6-10 2008 (bib)
M. Feuerstein, T. Reichl, J. Vogel, J. Traub, N. Navab
New Approaches to Online Estimation of Electromagnetic Tracking Errors for Laparoscopic Ultrasonography
To appear in Computer Aided Surgery, Special Issue: MICCAI, August 2008 (bib)
T. Wendler, J. Traub, T. Lasser, M. Feuerstein, J. Vogel, S. Ziegler, N. Navab
Combined ultrasound and gamma probe imaging for examination of thyroid nodules
Proceedings of Annual Meeting of Society of Nuclear Medicine (SNM 2008), New Orleans, USA, June 2008 (bib)
T. Wendler, A. Hartl, T. Lasser, J. Traub, S. Ziegler, N. Navab
3D Intra-operative nuclear imaging for SLNB in neck
Proceedings of Annual Meeting of Society of Nuclear Medicine (SNM 2008), New Orleans, USA, June 2008 (bib)
A. Hartl, T. Wendler, J. Traub, T. Lasser, S. Ziegler, N. Navab
Confident radioactivity surface reconstruction for control of resection borders
Proceedings of Annual Meeting of Society of Nuclear Medicine (SNM 2008), New Orleans, USA, June 2008 (bib)
J. Traub, S.M. Heining, E. Euler, N. Navab
Two camera augmented mobile C-arm – System setup and first experiments
Proceedings of The 8th Computer Assisted Orthopaedic Surgery (CAOS 2008), Hong Kong, China, June, 2008 (bib)
N. Navab, J. Traub, A. Buck, S. Ziegler, T. Wendler
Navigated nuclear probes for intra-operative functional imaging
Proceedings of 5th IEEE International Symposium on Biomedical Imaging (ISBI 2008), Paris, France, May 14 - 17 2008 (to appear) (bib)
2007
T. Wendler, M. Feuerstein, J. Traub, T. Lasser, J. Vogel, F. Daghighian, S. Ziegler, N. Navab
Real-time fusion of ultrasound and gamma probe for navigated localization of liver metastases
Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI 2007), Brisbane, Australia, October 29 - November 2007, LNCS 4792 (2), pp. 909-917 (bib)
T. Wendler, A. Hartl, T. Lasser, J. Traub, F. Daghighian, S. Ziegler, N. Navab
Towards intra-operative 3D nuclear imaging: reconstruction of 3D radioactive distributions using tracked gamma probes
Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI 2007), Brisbane, Australia, October 29 - November 2 2007, LCNS 4792 (2), pp. 252-260 (bib)
J. Traub, H. Heibel, P. Dressel, S.M. Heining, R. Graumann, N. Navab
A Multi-View Opto-Xray Imaging System: Development and First Application in Trauma Surgery
Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI 2007), Brisbane, Australia, October/November 2007. (bib)
T. Klein, J. Traub, H. Hautmann, A. Ahmadian, N. Navab
Fiducial-Free Registration Procedure for Navigated Bronchoscopy
Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI 2007), Brisbane, Australia, October/November 2007.
N. Navab, J. Traub, T. Sielhorst, M. Feuerstein, C. Bichlmeier
Action- and Workflow-Driven Augmented Reality for Computer-Aided Medical Procedures
IEEE Computer Graphics and Applications, vol. 27, no. 5, pp. 10-14, Sept/Oct, 2007 (bib)
T. Wendler, J. Traub, A. Hartl, T. Lasser, M. Burian, A. Buck, F. Daghighian, M. Schwaiger, S. Ziegler, N. Navab
Adding navigation to radio-guided surgery: new possibilities, new problems, new solutions
Proceedings of Russian Bavarian Conference on Biomedical Engineering (RBC Biomed 2007), Erlangen, Germany, July 2-3, 2007, pp. 96-100 (bib)
T. Wendler, A. Hartl, J. Traub, S. Ziegler, N. Navab
Intraoperative nuclear imaging using navigated gamma-probes for tumor localization
Proceedings of Annual Meeting of Society of Nuclear Medicine (SNM 2007), Washington D.C., USA, June 2007 (bib)
T. Wendler, J. Traub, S. Ziegler, N. Navab
Validation of navigated beta-probe imaging with PET/CT-generated activity surfaces. New approach in radio-guided resection for FDG-positive tumors
Proceedings of Annual Meeting of Society of Nuclear Medicine (SNM 2007), Washington D.C., USA, June 2007 (bib)
P. Kneschaurek, J. Traub
Dose Escalation with Photons - Emerging Technologies: a Physicist´s Point of View
Eighth International Meeting on Progress in Radio-Oncology, May 16-19, 2007, Salzburg, Austria (bib)
R. Bauernschmitt, M. Feuerstein, J. Traub, E.U. Schirmbeck, G. Klinker, R. Lange
Optimal port placement and enhanced guidance in robotically assisted cardiac surgery
Surgical Endoscopy, Volume 21, Number 4, April 2007 (bib)
P. Stefan, J. Traub, S.M. Heining, C. Riquarts, T. Sielhorst, E. Euler, N. Navab
Hybrid navigation interface: a comparative study
Proceedings of Bildverarbeitung fuer die Medizin (BVM 2007), Munich, Germany, March 2007, pp. 81-86 (bib)
J. Traub, S. Kaur, P. Kneschaurek, N. Navab
Evaluation of Electromagnetic Error Correction Methods
Proceedings of Bildverarbeitung fuer die Medizin (BVM 2007), Munich, Germany, March 2007, pp. 363-367 (bib)
T. Klein, S. Benhimane, J. Traub, S.M. Heining, E. Euler, N. Navab
Interactive Guidance System for C-arm Repositioning without Radiation
Proceedings of Bildverarbeitung fuer die Medizin (BVM 2007), Munich, Germany, March 2007, pp. 21-25 (bib)
O. Kishenkov, T. Wendler, J. Traub, S. Ziegler, N. Navab
Method for projecting functional 3D information onto anatomic surfaces: Accuracy improvement for navigated 3D beta-probes
Proceedings of Bildverarbeitung fuer die Medizin (BVM 2007), Munich, Germany, March 2007, pp.66-70 (bib)
2006
J. Traub, J. Much, A. Schneider, F. Peltz, H. Hautmann, N. Navab
User interface for electromagnetic navigated bronchoscopy
5. Jahrestagung der Deutschen Gesellschaft für Computer-und Roboter-Assistierte Chirurgie (CURAC 2006), Hannover, Germany, September 2006 (bib)
T. Wendler, J. Traub, S. Ziegler, N. Navab
Navigated three dimensional beta probe for optimal cancer resection
Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI 2006), Copenhagen, Denmark, October 1-6 2006, LNCS 4190 (1), pp. 565-569 (bib)
J. Traub, P. Stefan, S.M. Heining, T. Sielhorst, C. Riquarts, E. Euler, N. Navab
Hybrid navigation interface for orthopedic and trauma surgery
Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI 2006), Copenhagen, Denmark, October 2006, pp. 373-380 (bib)
J. Traub, P. Stefan, S.M. Heining, T. Sielhorst, C. Riquarts, E. Euler, N. Navab
Towards a Hybrid Navigation Interface: Comparison of a Slice Based Navigation System with In-situ Visualization
Proceedings of International Workshop on Medical Imaging and Augmented Reality (MIAR 2006), Shanghai, China, August, 2006, pp.179-186 (bib)
S.M. Heining, P. Stefan, L. Omary, S. Wiesner, T. Sielhorst, N. Navab, F. Sauer, E. Euler, W. Mutschler, J. Traub
Evaluation of an in-situ visualization system for navigated trauma surgery
Journal of Biomechanics 2006; Vol. 39 Suppl. 1, page 209 (bib)
J. Traub, P. Stefan, S.M. Heining, T. Sielhorst, C. Riquarts, E. Euler, N. Navab
Stereoscopic augmented reality navigation for trauma surgery: cadaver experiment and usability study
International Journal of Computer Assisted Radiology and Surgery, 2006; Vol. 1 Suppl. 1, page 30 - 31. The original publication is available online at www.springerlink.com (bib)
T. Sielhorst, M. Feuerstein, J. Traub, O. Kutter, N. Navab
CAMPAR: A software framework guaranteeing quality for medical augmented reality
International Journal of Computer Assisted Radiology and Surgery, 2006; Vol. 1 Suppl. 1, page 29 - 30.
The original publication is available online at www.springerlink.com
(bib)
S.M. Heining, P. Stefan, F. Sauer, E. Euler, N. Navab, J. Traub
Evaluation of an in-situ visualization system for navigated trauma surgery
Proceedings of The 6th Computer Assisted Orthopaedic Surgery (CAOS 2006), Montreal, Canada, June, 2006 (bib)
2005
J. Traub, S. Wiesner, M. Feuerstein, H. Feußner, N. Navab
Evaluation of Calibration Methods for Laparoscope Augmentation
4. Jahrestagung der Deutschen Gesellschaft für Computer-und Roboter-Assistierte Chirurgie (CURAC 2005), Berlin, Germany, September 2005 (bib)
B. Olbrich, J. Traub, S. Wiesner, A. Wiechert, H. Feußner, N. Navab
Respiratory Motion Analysis: Towards Gated Augmentation of the Liver
Proceedings of Computer Assisted Radiology and Surgery (CARS 2005), pp. 248-253, Berlin, Germany, June 2005 (bib)
2004
R. Bauernschmitt, M. Feuerstein, E.U. Schirmbeck, J. Traub, G. Klinker, S.M. Wildhirt, R. Lange
Improved Preoperative Planning in Robotic Heart Surgery
IEEE Proceedings of Computers in Cardiology (CinC 2004), pp. 773 - 776, Chicago, USA, September 2004 (bib)
J. Traub, M. Feuerstein, M. Bauer, E.U. Schirmbeck, H. Najafi, R. Bauernschmitt, G. Klinker
Augmented Reality for Port Placement and Navigation in Robotically Assisted Minimally Invasive Cardiovascular Surgery
Proceedings of Computer Assisted Radiology and Surgery (CARS 2004), pp. 735 - 740, Chicago, USA, June 2004 (bib)
T. Sielhorst, J. Traub, N. Navab
The AR Apprenticeship: Replication and Omnidirectional Viewing of Subtle Movements
Proc. of IEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR), 2004, pp. (bib)

Research Projects

Discovery and Detection of Surgical Activity in Percutaneous Vertebroplasties

Discovery and Detection of Surgical Activity in Percutaneous Vertebroplasties

In this project, we aim at discovering automatically the workflow of percutaneous vertebroplasty. The medical framework is quite different from a parallel project , where we analyze laparoscopic surgeries. Contrary to cholecystectomies where much information is provided by the surgical tools and by the endoscopic video, in vertebroplasties and kyphoplasties, we believe that the body and hand movement of the surgeon give a key insight into the surgical activity. Surgical movements like hammering of the trocar into the vertebra or the stirring of cement compounds are indicative of the current workflow phase. The objectives of this project are to acquire the workflow related signals using accelerometers, processing the raw signals and detecting recurrent patterns in order to objectively identify the low-level and high-level workflow of the procedure.
Navigated Bronchoscopy

Navigated Bronchoscopy

A common task during broncoscopy procedures is to biopsy peripheral lung tumors. The video bronchoscope is not capable to reach the peripheral lung nodes, but only the biopsy needle. Thus there is no video feedback, but only feedback of the current location of the biopsy tool by fluoroscopy imaging during the intervention. This exposes patient and surgical staff to additional radiation. Another drawback is that tumors can not be visualized on the fluoroscope images and they are only a projection, thus do not report the three dimensional position of the biopsy tool. Electromagnetic tracking is capable of tracking the tip of flexible instrument. A field generator with three orthogonal coils introduces current and thus generates a magnetic field. A sensor composed also of three orthogonal coils is capable to estimate its position and orientation with respect to a coordinate system defined by the field generator. Currently we investigate the combination of all available information for navigation and solutions to represent it in one unified user interface. This includes the measurements of the electromagnetic tracking system, the c-arm, techniques of virtual bronchoscopy, and other data. Furthermore, clinical evaluation is conducted. We define the clinical endpoint and show through studies that the procedure will benefit from the usage of the navigation system.
Camera Augmented Mobile C-arm

Camera Augmented Mobile C-arm

The problem of positioning mobile C-arms, e.g. for down the beam techniques, as well as repositioning during surgical procedures currently requires time, skill and additional radiation. The Camera-Augmented Mobile C-arm (CAMC) is able to speed up the procedure, simplify its execution and reduce the necessary radiation. The C-arm is extended by a CCD camera. The CCD camera is attached to the C-arm such that it is virtually at the same location than the x-ray source. This is done by a double mirror construction. A two step calibration routine has be done only once at the moment the camera is attached. Extensions for a lightwight, but complete navigation system for pedile screw placement or implant positioning is currently under investigation.
Navigated Gamma Probe Reconstruction for Sentinel Lymph Node Localization

Navigated Gamma Probe Reconstruction for Sentinel Lymph Node Localization

Nuclear medicine imaging modalities assist commonly in surgical guidance given their functional nature. However, when used in the operating room they present limitations. Pre-operative tomographic 3D imaging can only serve as a vague guidance intra-operatively, due to movement, deformation and changes in anatomy since the time of imaging, while standard intra-operative nuclear measurements are limited to 1D or (in some cases) 2D images with no depth information. To resolve this problem we propose the synchronized acquisition of position, orientation and readings of gamma probes intra-operatively to reconstruct a 3D activity volume. In contrast to conventional emission tomography, here, in a first proof-of-concept, the reconstruction succeeds without requiring symmetry in the positions and angles of acquisition, which allows greater flexibility and thus opens doors towards 3D intra-operative nuclear imaging.
Navigated Beta Probes for Optimal Tumor Resection

Navigated Beta Probes for Optimal Tumor Resection

In minimally invasive tumor resection, the goal is to perform a minimal but complete removal of cancerous cells. In the last decades interventional beta probes supported the detection of remaining tumor cells. However, scanning the patient with an intraoperative probe and applying the treatment are not done simultaneously. The main contribution of this work is to extend the one dimensional signal of a nuclear probe to a four dimensional signal including the spatial information of the distal end of the probe. This signal can be then used to guide the surgeon in the resection of residual tissue and thus increase its spatial accuracy while allowing minimal impact on the patient.
3D user interfaces for medical interventions

3D user interfaces for medical interventions

This work group aims at practical user interfaces for 3D imaging data in surgery and medical interventions. The usual monitor based visualization and mouse based interaction with 3D data will not present acceptable solutions. Here we study the use of head mounted displays and advanced interaction techniques as alternative solutions. Different issues such as depth perception in augmented reality environment and optimal data representation for a smooth and efficient integration into the surgical workflow are the focus of our research activities. Furthermore appropriate ways of interaction within the surgical environment are investigated.
Real-time fusion of ultrasound and gamma probe for navigated localization of malignancy

Real-time fusion of ultrasound and gamma probe for navigated localization of malignancy

Intra-operative localization of non-superficial cancerous lesions in non-hollow organs like liver, kidney, etc is currently facilitated by intra-operative ultrasound (IOUS) and palpation. This yields a high rate of false positives due to benign abnormal regions and thus unnecessary resections with increased complications and morbidity. In this project we integrate functional nuclear information from gamma probes with IOUS, to provide a synchronized, real-time visualization that facilitates the detection of active tumors and metastases intra-operatively. The bet of this project is that the inclusion of an advanced, augmented visualization provides more reliability and confidence on classifying lesions prior to the resection.
Magneto-Optic Tracking of a Flexible Laparoscopic Ultrasound Transducer

Magneto-Optic Tracking of a Flexible Laparoscopic Ultrasound Transducer

In abdominal surgery, a laparoscopic ultrasound transducer is commonly used to detect lesions such as metastases. The determination and visualization of position and orientation of its flexible tip in relation to the patient or other surgical instruments can be of much help to (novice) surgeons utilizing the transducer intraoperatively. This difficult subject has recently been paid attention to by the scientific community. Electromagnetic tracking systems can be applied to track the flexible tip. However, the magnetic field can be distorted by ferromagnetic material.

We present a new method based on optical tracking of the laparoscope and magneto-optic tracking of the transducer, which is able to automatically detect and correct field distortions. This is used for a smooth augmentation of the B-scan images of the transducer directly on the camera images in real time.
Port Placement in Minimally Invasive Endoscopic Surgery

Port Placement in Minimally Invasive Endoscopic Surgery

Optimal port placement is a delicate issue in minimally invasive endoscopic surgery. A good choice of the instruments' and endoscope's ports can avoid time-consuming consecutive new port placement. We present a novel method to intuitively and precisely plan the port placement. The patient is registered to its pre-operative CT by just moving the endoscope around fiducials, which are attached to the patient's thorax and are visible in its CT. Their 3D positions are automatically reconstructed. Without prior time-consuming segmentation, the pre-operative CT volume is directly rendered with respect to the endoscope or instruments. This enables the simulation of a camera flight through the patient's interior along the instruments' axes to easily validate possible ports.
Laparoscope Augmentation for Minimally Invasive Liver Resection

Laparoscope Augmentation for Minimally Invasive Liver Resection

In recent years, an increasing number of liver tumor indications were treated by minimally invasive laparoscopic resection. Besides the restricted view, a major issue in laparoscopic liver resection is the precise localization of the vessels to be divided. To navigate the surgeon to these vessels, pre-operative imaging data can hardly be used due to intra-operative organ deformations caused by appliance of carbon dioxide pneumoperitoneum and respiratory motion.

Therefore, we propose to use an optically tracked mobile C-arm providing cone-beam computed tomography imaging capability intra-operatively. After patient positioning, port placement, and carbon dioxide insufflation, the liver vessels are contrasted and a 3D volume is reconstructed during patient exhalation. Without any further need for patient registration, the volume can be directly augmented on the live laparoscope video. This augmentation provides the surgeon with essential aid in the localization of veins, arteries, and bile ducts to be divided or sealed.

Current research focuses on the intra-operative use and tracking of mobile C-arms as well as laparoscopic ultrasound, augmented visualization on the laparoscope's view, and methods to synchronize respiratory motion.

Teaching

Winter Term 2007

Summer Term 2007

Winter Term 2006

Summer Term 2006

Winter Term 2005

Summer Term 2005

Winter Term 2004

Summer Term 2004

Theses, SEPs, and IDPs under my (Co-)Supervision

Available:

  • Workflow analysis of beta-probe guided surgery (IDP)
    In minimally invasive tumor resection, the desirable goal is to perform a minimal but complete removal of cancerous cells. In the last decades interventional nuclear medicine probes supported the detection of remaining tumor cells. However, scanning the patient with an intraoperative probe and applying the treatment are not done simultaneously. In the past we extended the one dimensional signal of a nuclear probe to a four dimensional signal including the spatial information of the distal end of the probe (current status). This signal can be then used to guide the surgeon in the resection of residual tissue and thus increase its spatial accuracy while allowing minimal impact on the patient. The next step is to prepare clinical experiments and integrate the solution into the clinical workflow. The student in charge of this project will contribute in that step by analysing the clinical workflow of beta-probe-guided surgery according with the perpective of our group (CAMP research on workflow).
  • Validation of Navigated Beta Probe Application in Cancer Surgery (DA/MA/BA)
    In minimally invasive tumor resection the desirable goal is to perform a minimal but complete removal of cancerous cells. In the last decades interventional nuclear medicine probes supported the detection of remaining tumor cells. However, scanning the patient with an intraoperative probe and applying the treatment are not done simultaneously. In the past we extended the one dimensional signal of a nuclear probe to a four dimensional signal including the spatial information of the distal end of the probe (current status). This signal can be then used to guide the surgeon in the resection of residual tissue and thus increase its spatial accuracy while allowing minimal impact on the patient. The next step is to prepare clinical experiments and integrate the solution into the clinical workflow. The student in charge of this project will contribute in that step by designing ex-vivo (and eventually in-vivo) experiment protocols, preparing the experimental setup and evaluating the experiments on their own.
  • User interface design of beta-probe-guided surgery (SEP)
    In minimally invasive tumor resection, the desirable goal is to perform a minimal but complete removal of cancerous cells. In the last decades interventional nuclear medicine probes supported the detection of remaining tumor cells. However, scanning the patient with an intraoperative probe and applying the treatment are not done simultaneously. In the past we extended the one dimensional signal of a nuclear probe to a four dimensional signal including the spatial information of the distal end of the probe. This signal can be then used to guide the surgeon in the resection of residual tissue and thus increase its spatial accuracy while allowing minimal impact on the patient. The next step is to prepare clinical experiments and integrate the solution into the clinical workflow. The student in charge of this project will contribute in that step by developing an interface suitable for the surgeons and evaluate it in ex-vivo experiments.
  • User Interface Development and Evaluation of a Navigation System for Bronchoscopy (IDP)
    In bronchoscopy a physician examines the bronchial tree of a patient with a camera and medical instruments. To access regions outside the view of the camera, the only feedback of the position of the instrument is x-ray imaging. In these x-ray images the final lesion is not visible. The preoperative CT scan plus a electromagnetical tracking device is used to provide feedback of the current instrument location in real time. The work will be conducted in the pneumology department of the Klinikum rechts der Isar, Max-Weber-Platz. A first fully functional and tested prototype was developed by JulianMuch based on the software framework CAMPAR. This software is based on C++, OpenGL and QT. The work will be in refining the user interface for navigation purposes and conduct together with Dr. Hautmann clinical experiments.

Current:

Finished:

Awards

  • April 18, 2005: "Werner von Siemens Excellence Award" for outstanding diploma thesis.
    Design of an Intra-Operative Augmented Reality Navigation Tool for Robotically Assisted Minimally Invasive Cardiovascular Surgery . Supervised by Martin Bauer, Hesam Najafi, and Prof. Gudrun Klinker. In collaboration with Deutsche Herzzentrum München (Eva Schirmbeck and PD Dr. Robert Bauernschmitt). Follow this link to see images of the ceremony at Siemens Forum.

Other Activities

Coffee Consumption Histogram

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Joerg Traub Coffee Consumption Table
The quantity of coffee I drink between 8am and 5pm (17).


UsersForm
Title: Dipl.-Inf. Univ.
Firstname: Joerg
Middlename:  
Lastname: Traub
Picture: traubjoergicon.png
Birthday:  
Nationality: Germany
Languages:  
Groups: Surgical Workflow, Registration/Visualization, Medical Imaging, Molecular Imaging, Computer-Aided Surgery, Medical Augmented Reality, 3D Information Presentation, 3D Interaction
Expertise: Surgical Workflow, Molecular Imaging, Computer-Aided Surgery, Medical Augmented Reality
Position: Scientific Staff
Status: Active
Emailbefore: traub
Emailafter: cs.tum.edu
Room: MI 03.13.044
Telephone: +49 89 289 19412
Alumniactivity:  


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