Mladen Victor Wickerhauser

Computer Science · Physical Sciences

20h-index6.3kcitations132works1.32yr avg
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Research Topics

Image and Signal Denoising Methods(60), Advanced Data Compression Techniques(15), Neural Networks and Applications(10), Digital Filter Design and Implementation(9), Mathematical Analysis and Transform Methods(9)

Publications132 total

Comparing statistical and deep learning techniques for parameter estimation of continuous-time stochastic differentiable equations
arXiv (Cornell University)·2025Open Access
Use of machine learning to identify characteristics associated with severe hypoglycemia in older adults with type 1 diabetes: a post-hoc analysis of a case-control study
UNC Libraries·2024Open Access
Use of machine learning to identify characteristics associated with severe hypoglycemia in older adults with type 1 diabetes: a post-hoc analysis of a case–control study
BMJ Open Diabetes Research & Care·2024· 4 citedOpen Access
Implied Volatility
2022
Exotic Options
2022
Introducing Financial Mathematics
2022
Discrete Models
2022
Continuous Models
2022
Scale decomposition in Burgers' equation
2021
Wavelets and adapted waveform analysis
2021· 5 cited
SU-E-T-379: Concave Approximations of Target Volume Dose Metrics for Intensity- Modulated Radiotherapy Treatment Planning
Medical Physics·2014· 3 cited
TU‐C‐17A‐02: An Efficient Method for Making IMRT Treatment Planning Optimizations Results Robust Against Geometrical Uncertainties
Medical Physics·2014
Wavelet Transforms by Nearest Neighbor Lifting
Birkhäuser Boston eBooks·2012
Use of smoothing splines for analysis of backscattered ultrasonic waveforms: Application to monitoring of steroid treatment of dystrophic mice
IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control·2011· 8 citedOpen Access
Improved signal processing to detect cancer by ultrasonic molecular imaging of targeted nanoparticles
The Journal of the Acoustical Society of America·2011· 9 cited
An application of smoothing splines for molecular imaging of tumors using an improved calculation of a limiting form of Renyi entropy
2010
Application of a limiting form of the Rényi entropy for molecular imaging of tumors using a clinically relevant protocol
2010· 3 cited
Application of a real-time, calculable limiting form of the Renyi entropy for molecular imaging of tumors
IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control·2010· 8 citedOpen Access
Real-time calculation of a limiting form of the Renyi entropy applied to detection of subtle changes in scattering architecture
The Journal of the Acoustical Society of America·2009· 16 citedOpen Access
Mathematics for Multimedia
Applied and numerical harmonic analysis·2009· 4 citedOpen Access
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Frequent Co-authors

Ronald R. Coifman(7), Peter Fogh Odgaard(6), Yves Meyer(4), Marie Farge(4), Eric Goirand(4), John E. McCarthy(4), Jon N. Marsh(4), Kirk Wallace(4), Samuel A. Wickline(4), Mingqi Kong(3), Jean-Pierre Leduc(3), Bijoy K. Ghosh(3), Jakob Stoustrup(3), Brian Maurizi(3), Eva Wesfreid(2), Joseph O. Deasy(2), Michael S. Hughes(2), K. Agyem(2), Gregory Lanza(2), Palle Andersen(2)