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Journal Articles
- 2022
[j10]Shahina Rahman
, Valen E. Johnson, Suhasini Subba Rao:
A Hyperparameter-Free, Fast and Efficient Framework to Detect Clusters From Limited Samples Based on Ultra High-Dimensional Features. IEEE Access 10: 116844-116857 (2022)- 2019
- [j9]Nilotpal Sanyal, Min-Tzu Lo, Karolina Kauppi, Srdjan Djurovic, Ole A. Andreassen, Valen E. Johnson, Chi-Hua Chen:
GWASinlps: non-local prior based iterative SNP selection tool for genome-wide association studies. Bioinform. 35(1): 1-11 (2019) - 2016
- [j8]Amir Nikooienejad, Wenyi Wang, Valen E. Johnson:
Bayesian variable selection for binary outcomes in high-dimensional genomic studies using non-local priors. Bioinform. 32(9): 1338-1345 (2016) - 1999
- [j7]Valen E. Johnson, Mark Fitzgerald, Harry F. Martz:
Discussion. Technometrics 41(4): 294-296 (1999) - [j6]Stephen M. Pizer, Daniel S. Fritsch, Paul A. Yushkevich, Valen E. Johnson, Edward L. Chaney:
Segmentation, Registration and Measurement of Shape Variation via Image Object Shape. IEEE Trans. Medical Imaging 18(10): 851-865 (1999) - 1997
- [j5]David M. Higdon, James E. Bowsher, Valen E. Johnson, Timothy G. Turkington, David R. Gilland, Ronald J. Jaszczak:
Fully Bayesian Estimation of Gibbs Hyperparameters for Emission Computed Tomography Data. IEEE Trans. Medical Imaging 16(5): 516-526 (1997) - 1996
- [j4]James E. Bowsher, Valen E. Johnson, Timothy G. Turkington, Ronald J. Jaszczak, Carey E. Floyd Jr., R. Edward Coleman:
Bayesian reconstruction and use of anatomical a priori information for emission tomography. IEEE Trans. Medical Imaging 15(5): 673-686 (1996) - 1994
- [j3]Valen E. Johnson:
A note on stopping rules in EM-ML reconstructions of ECT images. IEEE Trans. Medical Imaging 13(3): 569-571 (1994) - [j2]Xiaolong Ouyang, Wing Hung Wong, Valen E. Johnson, Xiaoping Hu, Chin-Tu Chen:
Incorporation of correlated structural images in PET image reconstruction. IEEE Trans. Medical Imaging 13(4): 627-640 (1994) - 1991
- [j1]Valen E. Johnson, Wing Hung Wong, Xiaoping Hu, Chin-Tu Chen:
Image Restoration Using Gibbs Priors: Boundary Modeling, Treatment of Blurring, and Selection of Hyperparameter. IEEE Trans. Pattern Anal. Mach. Intell. 13(5): 413-425 (1991)
Conference and Workshop Papers
- 1999
- [c5]Jacob K. Laading, Colin McCulloch, Valen E. Johnson, David R. Gilland, Ronald J. Jaszczak:
A Hierarchical Feature Based Deformation Model Applied to 4D Cardiac SPECT Data. IPMI 1999: 266-279 - 1997
- [c4]Daniel S. Fritsch, Stephen M. Pizer, Liyun Yu, Valen E. Johnson, Edward L. Chaney:
Segmentation of Medical Image Objects Using Deformable Shape Loci. IPMI 1997: 127-140 - 1993
- [c3]Valen E. Johnson:
A Framework for Incorporating Structural Prior Information into the Estimation of Medical Images. IPMI 1993: 307-321 - 1991
- [c2]W. J. Lin, Stephen M. Pizer, Valen E. Johnson:
Boundary Estimation in Ultrasound Images. IPMI 1991: 285-299 - 1990
- [c1]Chin-Tu Chen, Valen E. Johnson, Xiaoping Hu, Wing H. Wong, Charles E. Metz:
Image processing and image reconstruction with the use of a-priori information. Medical Imaging: Image Processing 1990
Parts in Books or Collections
- 2013
- [p1]David Rossell, Donatello Telesca, Valen E. Johnson:
High-Dimensional Bayesian Classifiers Using Non-Local Priors. Statistical Models for Data Analysis 2013: 305-313
Informal and Other Publications
- 2022
- [i2]Shahina Rahman, Valen E. Johnson, Suhasini Subba Rao:
Using the left Gram matrix to cluster high dimensional data. CoRR abs/2202.08236 (2022) - 2018
- [i1]Shahina Rahman, Valen E. Johnson:
A Fast Algorithm for Clustering High Dimensional Feature Vectors. CoRR abs/1811.00956 (2018)
Coauthor Index
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