Richard J. Caselli

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 22

Top Topics

Dictionary Learning

Laplace Beltrami

Top Venues

Medical Image Anal.

Publications

Jianfeng Wu, Yi Su, Yanxi Chen, Wenhui Zhu, Eric M. Reiman, Richard J. Caselli, Kewei Chen, Paul M. Thompson, Junwen Wang, Yalin Wang
A Surface-Based Federated Chow Test Model for Integrating APOE Status, Tau Deposition Measure, and Hippocampal Surface Morphometry. CoRR (2023)
Qunxi Dong, Zhigang Li, Weijia Liu, Kewei Chen, Yi Su, Jianfeng Wu, Richard J. Caselli, Eric M. Reiman, Yalin Wang, Jian Shen
Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects. IEEE Trans. Comput. Soc. Syst. 10 (6) (2023)
Jianfeng Wu, Yi Su, Wenhui Zhu, Negar Jalili Mallak, Natasha Leporé, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang
Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding. CoRR (2022)
Jianfeng Wu, Yi Su, Eric M. Reiman, Richard J. Caselli, Kewei Chen, Paul M. Thompson, Junwen Wang, Yalin Wang
Investigating the Effect of Tau Deposition and Apoe on Hippocampal Morphometry in Alzheimer's Disease: A Federated Chow Test Model. ISBI (2022)
Jie Zhang, Qunxi Dong, Jie Shi, Qingyang Li, Cynthia M. Stonnington, Boris A. Gutman, Kewei Chen, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang
Predicting future cognitive decline with hyperbolic stochastic coding. Medical Image Anal. 70 (2021)
Jie Zhang, Qunxi Dong, Jie Shi, Qingyang Li, Cynthia M. Stonnington, Boris A. Gutman, Kewei Chen, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang
Predicting Future Cognitive Decline with Hyperbolic Stochastic Coding. CoRR (2021)
Gang Wang, Qunxi Dong, Jianfeng Wu, Yi Su, Kewei Chen, Qingtang Su, Xiaofeng Zhang, Jinguang Hao, Tao Yao, Li Liu, Caiming Zhang, Richard J. Caselli, Eric M. Reiman, Yalin Wang
Developing univariate neurodegeneration biomarkers with low-rank and sparse subspace decomposition. Medical Image Anal. 67 (2021)
Jie Zhang, Jianfeng Wu, Qingyang Li, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang
Multi-Resemblance Multi-Target Low-Rank Coding for Prediction of Cognitive Decline With Longitudinal Brain Images. IEEE Trans. Medical Imaging 40 (8) (2021)
Jianfeng Wu, Wenhui Zhu, Yi Su, Jie Gui, Natasha Leporé, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang
Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy. CoRR (2021)
Gang Wang, Qunxi Dong, Jianfeng Wu, Yi Su, Kewei Chen, Qingtang Su, Xiaofeng Zhang, Jinguang Hao, Tao Yao, Li Liu, Caiming Zhang, Richard J. Caselli, Eric M. Reiman, Yalin Wang
Developing Univariate Neurodegeneration Biomarkers with Low-Rank and Sparse Subspace Decomposition. CoRR (2020)
Yanshuai Tu, Liang Mi, Wen Zhang, Haomeng Zhang, Junwei Zhang, Yonghui Fan, Dhruman Goradia, Kewei Chen, Richard J. Caselli, Eric M. Reiman, Xianfeng Gu, Yalin Wang
Computing Univariate Neurodegenerative Biomarkers with Volumetric Optimal Transportation: A Pilot Study. Neuroinformatics 18 (4) (2020)
Qunxi Dong, Jie Zhang, Qingyang Li, Paul M. Thompson, Richard J. Caselli, Jieping Ye, Yalin Wang
Multi-task Dictionary Learning Based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer's Disease. HBAI@IJCAI (2019)
Jianfeng Wu, Jie Zhang, Jie Shi, Kewei Chen, Richard J. Caselli, Eric M. Reiman, Yalin Wang
Hippocampus morphometry study on pathology-confirmed Alzheimer's disease patients with surface multivariate morphometry statistics. ISBI (2018)
Yanshuai Tu, Chengfeng Wen, Wen Zhang, Jianfeng Wu, Jie Zhang, Kewei Chen, Richard J. Caselli, Eric M. Reiman, Yalin Wang
Isometry Invariant Shape Descriptors for Abnormality Detection on Brain Surfaces Affected by Alzheimer's Disease. EMBC (2018)
Jie Zhang, Yanshuai Tu, Qingyang Li, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang
Multi-task sparse screening for predicting future clinical scores using longitudinal cortical thickness measures. ISBI (2018)
Jie Zhang, Qingyang Li, Richard J. Caselli, Jieping Ye, Yalin Wang
Multi-task Dictionary Learning based Convolutional Neural Network for Computer aided Diagnosis with Longitudinal Images. CoRR (2017)
Shibani Singh, Anant Srivastava, Liang Mi, Richard J. Caselli, Kewei Chen, Dhruman Goradia, Eric M. Reiman, Yalin Wang
Deep-learning-based classification of FDG-PET data for Alzheimer's disease categories. SIPAIM (2017)
Jie Zhang, Qingyang Li, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang
Multi-source Multi-target Dictionary Learning for Prediction of Cognitive Decline. IPMI (2017)
Jie Shi, Wen Zhang, Miao Tang, Richard J. Caselli, Yalin Wang
Conformal invariants for multiply connected surfaces: Application to landmark curve-based brain morphometry analysis. Medical Image Anal. 35 (2017)
Davy Weissenbacher, Travis A. Johnson, Laura Wojtulewicz, Amylou Dueck, Dona Locke, Richard J. Caselli, Graciela Gonzalez
Automatic Prediction of Linguistic Decline in Writings of Subjects with Degenerative Dementia. HLT-NAACL (2016)
Jie Zhang, Jie Shi, Cynthia M. Stonnington, Qingyang Li, Boris A. Gutman, Kewei Chen, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang
Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer's Disease in Mild Cognitive Impairment. MICCAI (1) (2016)
Wen Zhang, Jie Shi, Cynthia M. Stonnington, Robert J. Bauer, Boris A. Gutman, Kewei Chen, Paul M. Thompson, Eric M. Reiman, Richard J. Caselli, Yalin Wang
Morphometric analysis of hippocampus and lateral ventricle reveals regional difference between cognitively stable and declining persons. ISBI (2016)
Gang Wang, Xiaofeng Zhang, Qingtang Su, Jie Shi, Richard J. Caselli, Yalin Wang
A novel cortical thickness estimation method based on volumetric Laplace-Beltrami operator and heat kernel. Medical Image Anal. 22 (1) (2015)
Jie Shi, Cynthia M. Stonnington, Paul M. Thompson, Kewei Chen, Boris Gutman, Cole Reschke, Leslie C. Baxter, Eric M. Reiman, Richard J. Caselli, Yalin Wang
Studying ventricular abnormalities in mild cognitive impairment with hyperbolic Ricci flow and tensor-based morphometry. NeuroImage 104 (2015)
Kewei Chen, Napatkamon Ayutyanont, Jessica B. S. Langbaum, Adam Fleisher, Cole Reschke, Wendy Lee, Xiaofen Liu, Gene E. Alexander, Daniel Bandy, Richard J. Caselli, Eric Reiman
Correlations between FDG PET glucose uptake-MRI gray matter volume scores and apolipoprotein E ε4 gene dose in cognitively normal adults: A cross-validation study using voxel-based multi-modal partial least squares. NeuroImage 60 (4) (2012)
Winnie S. Liang, Kewei Chen, Wendy Lee, Kunal Sidhar, Jason J. Corneveaux, April N. Allen, Amanda Myers, Stephen Villa, Bessie Meechoovet, Jeremy Pruzin, Daniel Bandy, Adam Fleisher, Jessica B. S. Langbaum, Matthew J. Huentelman, Kendall Jensen, Travis Dunckley, Richard J. Caselli, Susan Kaib, Eric Reiman
Corrigendum to "Association between GAB2 haplotype and higher glucose metabolism in Alzheimer's disease-affected brain regions in cognitively normal APOEε4 carriers" [NeuroImage 54/3 (2011) 1896-1902]. NeuroImage 58 (3) (2011)
Winnie S. Liang, Kewei Chen, Wendy Lee, Kunal Sidhar, Jason J. Corneveaux, April N. Allen, Amanda Myers, Stephen Villa, Bessie Meechoovet, Jeremy Pruzin, Daniel Bandy, Adam Fleisher, Jessica B. S. Langbaum, Matthew J. Huentelman, Kendall Jensen, Travis Dunckley, Richard J. Caselli, Susan Kaib, Eric Reiman
Association between GAB2 haplotype and higher glucose metabolism in Alzheimer's disease-affected brain regions in cognitively normal APOEε4 carriers. NeuroImage 54 (3) (2011)
Eric Reiman, Kewei Chen, Jessica B. S. Langbaum, Wendy Lee, Cole Reschke, Daniel Bandy, Gene E. Alexander, Richard J. Caselli
Higher serum total cholesterol levels in late middle age are associated with glucose hypometabolism in brain regions affected by Alzheimer's disease and normal aging. NeuroImage 49 (1) (2010)
Kewei Chen, Eric Reiman, Zhongdan Huan, Richard J. Caselli, Daniel Bandy, Napatkamon Ayutyanont, Gene E. Alexander
Linking functional and structural brain images with multivariate network analyses: A novel application of the partial least square method. NeuroImage 47 (2) (2009)
Eric Reiman, Kewei Chen, Richard J. Caselli, Gene E. Alexander, Daniel Bandy, Jennifer L. Adamson, Wendy Lee, Ashley Cannon, Elizabeth A. Stephan, Dietrich A. Stephan, Andreas Papassotiropoulos
Cholesterol-related genetic risk scores are associated with hypometabolism in Alzheimer's-affected brain regions. NeuroImage 40 (3) (2008)