Iwona Stepniewska

Publication Activity (10 Years)

Years Active: 2006-2019
Publications (10 Years): 13

Top Topics

Diffusion Models

Orientation Distribution Function

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Image Processing

Publications

Vishwesh Nath, Kurt G. Schilling, Colin B. Hansen, Prasanna Parvathaneni, Allison E. Hainline, Camilo Bermudez, Andrew J. Plassard, Vaibhav A. Janve, Yurui Gao, Justin A. Blaber, Iwona Stepniewska, Adam W. Anderson, Bennett A. Landman
Deep Learning Captures More Accurate Diffusion Fiber Orientations Distributions than Constrained Spherical Deconvolution. CoRR (2019)
Yurui Gao, Kurt Schilling, Iwona Stepniewska, Guozhen Luo, Bennett A. Landman, Hong Yu, Daniel O. Claassen, Benoit M. Dawant, Adam M. Anderson
Quantitative assessment of dMRI-based dentate-rubro-thalamic tractography in squirrel monkey. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Vishwesh Nath, Samuel Remedios, Prasanna Parvathaneni, Colin B. Hansen, Roza G. Bayrak, Camilo Bermudez, Justin A. Blaber, Kurt G. Schilling, Vaibhav A. Janve, Yurui Gao, Yuankai Huo, Ilwoo Lyu, Owen A. Williams, Susan M. Resnick, Lori Beason-Held, Baxter P. Rogers, Iwona Stepniewska, Adam W. Anderson, Bennett A. Landman
Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators. Medical Imaging: Image Processing (2019)
Kurt G. Schilling, Yurui Gao, Matthew Christian, Vaibhav A. Janve, Iwona Stepniewska, Bennett A. Landman, Adam W. Anderson
A Web-Based Atlas Combining MRI and Histology of the Squirrel Monkey Brain. Neuroinformatics 17 (1) (2019)
Vishwesh Nath, Ilwoo Lyu, Kurt G. Schilling, Prasanna Parvathaneni, Colin B. Hansen, Yuankai Huo, Vaibhav A. Janve, Yurui Gao, Iwona Stepniewska, Adam W. Anderson, Bennett A. Landman
Enabling Multi-shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE. MICCAI (3) (2019)
Vishwesh Nath, Ilwoo Lyu, Kurt G. Schilling, Prasanna Parvathaneni, Colin B. Hansen, Yucheng Tang, Yuankai Huo, Vaibhav A. Janve, Yurui Gao, Iwona Stepniewska, Adam W. Anderson, Bennett A. Landman
Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE. CoRR (2019)
Yurui Gao, Kurt G. Schilling, Iwona Stepniewska, Junzhong Xu, Bennett A. Landman, Benoit M. Dawant, Adam W. Anderson
Tests of clustering thalamic nuclei based on various dMRI models in the squirrel monkey brain. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Yurui Gao, Kurt G. Schilling, Iwona Stepniewska, Andrew J. Plassard, Ann S. Choe, Xia Li, Bennett A. Landman, Adam W. Anderson
Tests of cortical parcellation based on white matter connectivity using diffusion tensor imaging. NeuroImage 170 (2018)
Kurt G. Schilling, Vaibhav A. Janve, Yurui Gao, Iwona Stepniewska, Bennett A. Landman, Adam W. Anderson
Histological validation of diffusion MRI fiber orientation distributions and dispersion. NeuroImage 165 (2018)
Vishwesh Nath, Prasanna Parvathaneni, Colin B. Hansen, Allison E. Hainline, Camilo Bermudez, Samuel Remedios, Justin A. Blaber, Kurt G. Schilling, Ilwoo Lyu, Vaibhav A. Janve, Yurui Gao, Iwona Stepniewska, Baxter P. Rogers, Allen T. Newton, Larry Taylor Davis, Jeffrey Luci, Adam W. Anderson, Bennett A. Landman
Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning. CoRR (2018)
Kurt Schilling, Yurui Gao, Iwona Stepniewska, Tung-Lin Wu, Feng Wang, Bennett A. Landman, John C. Gore, Li Min Chen, Adam W. Anderson
The VALiDATe29 MRI Based Multi-Channel Atlas of the Squirrel Monkey Brain. Neuroinformatics 15 (4) (2017)
Kurt Schilling, Vaibhav A. Janve, Yurui Gao, Iwona Stepniewska, Bennett A. Landman, Adam W. Anderson
Comparison of 3D orientation distribution functions measured with confocal microscopy and diffusion MRI. NeuroImage 129 (2016)
Yurui Gao, Prasanna Parvathaneni, Kurt Schilling, Feng Wang, Iwona Stepniewska, Zhoubing Xu, Ann S. Choe, Zhaohua Ding, John C. Gore, Li Min Chen, Bennett A. Landman, Adam M. Anderson
A 3D high resolution ex vivo white matter atlas of the common squirrel monkey (Saimiri sciureus) based on diffusion tensor imaging. Medical Imaging: Image Processing (2016)
Adam W. Anderson, Ann S. Choe, Iwona Stepniewska, Daniel C. Colvin
Comparison of brain white matter fiber orientation measurements based on diffusion tensor imaging and light microscopy. EMBC (2006)