Invited Talk January 2009
Invited Talk by Dr.med.,Dr.rer.nat. Axel Wismueller
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Dr.med.,Dr.rer.nat. Axel Wismueller
(Associate Professor for Radiology and Biomedical Engineering, University of Rochester, New York) will be giving an invited talk on Friday, Jan. 30, 11:00-12:00, at MI 03.13.010
on
"Computer-Aided Diagnosis in Biomedical Imaging: Functional MRI and Pattern Recognition"
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Abstract
Technical innovations in medical cross-sectional imaging have opened
up new vistas for the exploration of the human body, enabling both
high spatial and temporal resolution. However, these techniques have
led to vast amounts of image data whose precise and reliable visual
analysis by medical doctors and bioscientists requires a considerable
amount of human intervention and expertise, thus resulting in a cost
factor of substantial economic relevance. Hence, the computer-assisted
analysis of medical image data has moved into the focus of interest as
an issue of high priority research efforts. The talk covers new
methods for pattern recognition and computer-aided diagnosis in the
field of MRI, such as functional MRI for human brain mapping, therapy
control by automatic lesion detection in multiple sclerosis, and new
approaches to breast cancer diagnosis in MRI mammography. An outlook
to topical projects in bioinformatics confirms the broad applicability
of the presented methods.
Biography
Axel Wismueller studied medicine at the Technical University of Munich
and the University of Regensburg, Germany, with study exchange
programs in Switzerland and the USA (Yale University). He received his
M.D. degree from the Technical University of Munich for a scientific
thesis in neurology in 1992. He successfully passed the U.S. medical
examinations ECFMG and FLEX. In parallel to his clinical work in
internal medicine, he studied physics at the University of Munich
where he received a German masters degree in theoretical physics from
the University of Munich in 1996 for a scientific thesis on pattern
recognition. Since 1997, he has been working as a fellow of radiology
in the Department of Clinical Radiology at the University of Munich,
where he founded the Digital Image Processing Group. In 2006, he
received a PhD degree from the Department of Electrical and Computer
Engineering at the Technical University of Munich for a thesis on a
novel pattern recognition algorithm invented by him. His main research
interest is focussed on innovative strategies for computer-aided
diagnosis and pattern recognition in MRI data, such as functional MRI
for human brain mapping or the diagnosis of breast cancer in MRI
mammography. Dr. Wismueller is author of more than 80 scientific
journal and conference publications related to pattern recognition in
biomedicine. Since August 2007, he is with the University of
Rochester, New York, USA, as Associate Professor for both Radiology
and Biomedical Engineering.