Vanderbilt University
|Professor
US
Bennett Landman
Work
Publications
Explainable AI for medical image analysis
book-chapter
Microstructural Characterization of Short Association Fibers Related to Long‐Range White Matter Tracts in Normative Development
Human Brain Mapping
journal-article
Higher skeletal muscle mitochondrial oxidative capacity is associated with preserved brain structure up to over a decade
Nature Communications
journal-article
Body composition assessment with limited field-of-view computed tomography: A semantic image extension perspective
Medical Image Analysis
journal-article
AI Body Composition in Lung Cancer Screening: Added Value Beyond Lung Cancer Detection
Radiology
journal-article
A reproducibility evaluation of the effects of MRI defacing on brain segmentation
preprint
Prenatal depressive symptoms and childhood development of brain limbic and default mode network structure
Human Brain Mapping
journal-article
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
Medical Image Analysis
journal-article
Rapid Interactions of Widespread Brain Networks Characterize Semantic Cognition
The Journal of Neuroscience
journal-article
Hierarchical particle optimization for cortical shape correspondence in temporal lobe resection
Computers in Biology and Medicine
journal-article
Semantic-Aware Contrastive Learning for Multi-Object Medical Image Segmentation
IEEE Journal of Biomedical and Health Informatics
journal-article
Health Conditions Associated with Alzheimer's Disease and Vascular Dementia
Annals of Neurology
journal-article
Whole-brain, gray, and white matter time-locked functional signal changes with simple tasks and model-free analysis
Proceedings of the National Academy of Sciences
journal-article
Age-related Muscle Fat Infiltration in Lung Screening Participants: Impact of Smoking Cessation
preprint
An atlas of white matter anatomy, its variability, and reproducibility based on constrained spherical deconvolution of diffusion MRI
NeuroImage
journal-article
Behavioral and imaging analysis of Foxg1 heterozygous mice
preprint
Altered gray matter development in pre‐reading children with a family history of reading disorder
Developmental Science
journal-article
Circle Representation for Medical Object Detection
IEEE Transactions on Medical Imaging
journal-article
Prevalence of white matter pathways coming into a single white matter voxel orientation: The bottleneck issue in tractography
Human Brain Mapping
journal-article
The Medical Segmentation Decathlon
Nature Communications
journal-article
Behavioral and brain anatomical analysis of Foxg1 heterozygous mice
PLOS ONE
journal-article
Patch2Self denoising of diffusion MRI in the cervical spinal cord improves intra-cord contrast, signal modelling, repeatability, and feature conspicuity
preprint
An atlas of white matter anatomy, its variability, and reproducibility based on Constrained Spherical Deconvolution of diffusion MRI
other
Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation
IEEE Transactions on Medical Imaging
journal-article
Default mode network connectivity and cognition in the aging brain: the effects of age, sex, and APOE genotype.
Neurobiology of Aging
journal-article
Prevalence of white matter pathways coming into a single diffusion MRI voxel orientation: the bottleneck issue in tractography
other
Using phecode analysis to characterize co-occurring medical conditions in autism spectrum disorder
Autism
journal-article
Fiber tractography bundle segmentation depends on scanner effects, vendor effects, acquisition resolution, diffusion sampling scheme, diffusion sensitization, and bundle segmentation workflow
preprint
Free-water metrics in medial temporal lobe white matter tract projections relate to longitudinal cognitive decline
Neurobiology of Aging
journal-article
The future of digital health with federated learning
npj Digital Medicine
journal-article
Anatomical context protects deep learning from adversarial perturbations in medical imaging
Neurocomputing
journal-article
Current Challenges and Future Directions in Diffusion MRI: From Model- to Data- Driven Analysis
book-chapter
Hierarchical spherical deformation for cortical surface registration
Medical Image Analysis
journal-article
Electronic Medical Record Context Signatures Improve Diagnostic Classification Using Medical Image Computing
IEEE Journal of Biomedical and Health Informatics
journal-article
Improving human cortical sulcal curve labeling in large scale cross-sectional MRI using deep neural networks
Journal of Neuroscience Methods
journal-article
Characterizing co-occurring conditions by age at diagnosis in autism spectrum disorders
other
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth
IEEE Transactions on Medical Imaging
journal-article
Intrinsic Functional Network Connectivity Is Associated With Clinical Symptoms and Cognition in Late-Life Depression
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
journal-article
TRACE: A Topological Graph Representation for Automatic Sulcal Curve Extraction
IEEE Transactions on Medical Imaging
journal-article
Robust Multicontrast MRI Spleen Segmentation for Splenomegaly Using Multi-Atlas Segmentation
IEEE Transactions on Biomedical Engineering
journal-article
Automated Characterization of Pyelocalyceal Anatomy Using CT Urograms to Aid in Management of Kidney Stones
book-chapter
EMR-Radiological Phenotypes in Diseases of the Optic Nerve and Their Association with Visual Function
book-chapter