THE VIRTUAL HOME OF MADS HINTZ-MADSEN
Keywords: Neural Networks, Melanoma,
Classification, Image Processing.
My Professional Life
I received the M.Sc.E.E. degree at the Technical University of Denmark in
February 1995. Since then I've been a Ph.D. student at the Institute
for Mathematical Modelling with
Lars Kai Hansen
and Jan Larsen as
supervisors. My main topics are
neural
networks and computer aided detection of
Malignant
Melanoma - the deadliest form of skin cancer.
Publications
From the 1995 IEEE Workshop on Neural Networks for Signal Processing
(NNSP'95) proceedings:
Mads Hintz-Madsen, Lars Kai Hansen, Jan Larsen, Eric Olesen and Krzysztof
T. Drzewiecki
Design and Evaluation
of Neural Classifiers - Application to Skin Lesion Classification
From the 1996 International Conference on Engineering Applications
of Neural Networks (EANN'96) proceedings:
Mads Hintz-Madsen, Lars Kai Hansen, Jan Larsen, Eric Olesen and Krzysztof
T. Drzewiecki
Detection of Melanoma using
Neural Classifiers
From the 1996 IEEE Workshop on Neural Networks for Signal Processing
(NNSP'96) proceedings:
Mads Hintz-Madsen, Morten With Pedersen, Lars Kai Hansen and Jan Larsen
Design and Evaluation of
Neural Classifiers
From the 1997 IEEE Workshop on Neural Networks for Signal Processing
(NNSP'97) proceedings:
Lars Nonboe Andersen, Jan Larsen, Lars Kai Hansen and Mads Hintz-Madsen
Adaptive
Regularization of Neural Classifiers
From the 1998 International Conference on Acoustics, Speech, and
Signal Processing (ICASSP'98) proceedings:
Jan Larsen, Lars Nonboe Andersen, Mads Hintz-Madsen and Lars Kai Hansen
Design of Robust Neural Network Classifiers
To appear in Neural Networks, 1998:
Mads Hintz-Madsen, Lars Kai Hansen, Jan Larsen, Morten With Pedersen and Michael Larsen
Neural Classifier Construction
Using Regularization, Pruning
and Test Error Estimation
Ph.D. thesis, 1998:
A Probabilistic
Framework for Classification of Dermatoscopic Images
Miscellaneous
Available Software
Have a look at my
audio plug-ins for
SAWPlus 32.
Institute address
Department of Mathematical Modelling
Section for Digital Signal Processing
Building 305
Technical University of Denmark
DK-2800 Lyngby
Denmark
Phone: +45 45 25 3894 (direct)
+45 45 93 42 07 (operator)
FAX: +45 42 93 23 73
E-mail: mhm@imm.dtu.dk
Private address
Brolaeggerstraede 1, 3.
DK-1211 Copenhagen K
Phone: +45 33 32 32 77
Last updated: December 29, 1997
Mads Hintz-Madsen,mhm@imm.dtu.dk