Susan M. Resnick
Affiliations:- National Institute on Aging, Baltimore, MD, USA
According to our database1,
Susan M. Resnick
authored at least 87 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
Comput. Medical Imaging Graph., October, 2023
NeuroImage, September, 2023
Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory.
NeuroImage, May, 2023
Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study.
NeuroImage, April, 2023
Robust Fiber ODF Estimation Using Deep Constrained Spherical Deconvolution for Diffusion MRI.
CoRR, 2023
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering.
CoRR, 2023
Comparing voxel- and feature-wise harmonization of complex graph measures from multiple sites for structural brain network investigation of aging.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Batch size go big or go home: counterintuitive improvement in medical autoencoders with smaller batch size.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Automatic preprocessing pipeline for white matter functional analyses of large-scale databases.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Differential associations between apolipoprotein E alleles and cerebral myelin content in normative aging.
NeuroImage, 2022
NeuroImage, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Cranial meninges reconstruction based on convolutional networks and deformable models: applications to longitudinal study of normal aging.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Joint independent component analysis for hypothesizing spatiotemporal relationships between longitudinal gray and white matter changes in preclinical Alzheimer's disease.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022
2021
Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography.
Neuroinformatics, 2021
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory.
NeuroImage, 2021
Investigation of the association between cerebral iron content and myelin content in normative aging using quantitative magnetic resonance neuroimaging.
NeuroImage, 2021
Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics.
CoRR, 2021
Disentangling Alzheimer's disease neurodegeneration from typical brain aging using machine learning.
CoRR, 2021
Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease.
CoRR, 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
2020
Lasting consequences of concussion on the aging brain: Findings from the Baltimore Longitudinal Study of Aging.
NeuroImage, 2020
NeuroImage, 2020
Associations between cognitive and brain volume changes in cognitively normal older adults.
NeuroImage, 2020
Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging.
CoRR, 2020
2019
Electronic Medical Record Context Signatures Improve Diagnostic Classification Using Medical Image Computing.
IEEE J. Biomed. Health Informatics, 2019
Vascular burden and APOE ε4 are associated with white matter microstructural decline in cognitively normal older adults.
NeuroImage, 2019
NeuroImage, 2019
Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
2018
Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases.
NeuroImage, 2018
Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases.
NeuroImage, 2018
CoRR, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
2016
NeuroImage, 2016
Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging.
NeuroImage, 2016
MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection.
NeuroImage, 2016
A multivariate nonlinear mixed effects model for longitudinal image analysis: Application to amyloid imaging.
NeuroImage, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
2015
Region of interest correction factors improve reliability of diffusion imaging measures within and across scanners and field strengths.
NeuroImage, 2015
Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization.
NeuroImage, 2015
NeuroImage, 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Temporal Trajectory and Progression Score Estimation from Voxelwise Longitudinal Imaging Measures: Application to Amyloid Imaging.
Proceedings of the Information Processing in Medical Imaging, 2015
2014
NeuroImage, 2014
Deformation Field Correction for Spatial Normalization of PET Images Using a Population-Derived Partial Least Squares Model.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
2013
Neuroinformatics, 2013
Frontal function and executive processing in older adults: Process and region specific age-related longitudinal functional changes.
NeuroImage, 2013
2012
IEEE Trans. Medical Imaging, 2012
Biological parametric mapping accounting for random regressors with regression calibration and model II regression.
NeuroImage, 2012
Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment.
NeuroImage, 2012
NeuroImage, 2012
2011
NeuroImage, 2011
NeuroImage, 2011
Robust biological parametric mapping: an improved technique for multimodal brain image analysis.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011
Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Understanding heterogeneity in normal older adult populations via clustering of longitudinal data.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Sex Differences in Brain Activation During Virtual Navigation: A Functional MRI Study.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
2010
NeuroImage, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2008
Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study.
NeuroImage, 2008
Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI.
NeuroImage, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Feature selection and classification of multiparametric medical images using bagging and SVM.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Using a reference tissue model with spatial constraint to quantify [<sup>11</sup>C]Pittsburgh compound B PET for early diagnosis of Alzheimer's disease.
NeuroImage, 2007
2006
Cortical reconstruction using implicit surface evolution: Accuracy and precision analysis.
NeuroImage, 2006
2005
NeuroImage, 2005
2004
Morphological classification of brains via high-dimensional shape transformations and machine learning methods.
NeuroImage, 2004
Age differences in orbitofrontal activation: an fMRI investigation of delayed match and nonmatch to sample.
NeuroImage, 2004
Cortical Reconstruction Using Implicit Surface Evolution: A Landmark Validation Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
2003
Automatic classification of sulcal regions of the human brain cortex using pattern recognition.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
Measuring Size and Shape of the Hippocampus in MR Images Using a Deformable Shape Model.
NeuroImage, 2002
New approaches for measuring changes in the cortical surface using an automatic reconstruction algorithm.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
Effects of Estrogen on Patterns of Brain Activity at Rest and during Cognitive Activity: A Review of Neuroimaging Studies.
NeuroImage, 2001
Voxel-Based Morphometry Using the RAVENS Maps: Methods and Validation Using Simulated Longitudinal Atrophy.
NeuroImage, 2001
1996
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996