publications
2026
- Postmortem brain MRI reveals differential associations of subcortical and limbic volumes with cortical thinning and neurodegenerative pathologiesAlzheimer’s & Dementia, 2026
- Cortical reconstruction and anatomical parcellation of high-resolution multi-modal postmortem MRI of the human infant brainIn Perinatal, Preterm and Paediatric Image Analysis (PIPPI), Held in Conjunction with MICCAI 2026, 2026Accepted; proceedings forthcoming. Preprint available on bioRxiv
- Clinical correlates of perfusion and diffusion MRI metrics in cognitively unimpaired older adultsJournal of Cerebral Blood Flow & Metabolism, 2026
- Discordance of dopaminergic dysfunction and subcortical atrophy by alpha-synuclein status in sporadic and genetic Parkinson’s diseaseMovement Disorders, 2026
- Volumetric postmortem MRI of the medial temporal lobe in Alzheimer’s disease and related disorders: Methodological advances and implications for in vivo biomarker developmentNeuroImage, 2026
- Automated optical density normalization for myelin quantification: Cross-modal validation with 7 Tesla postmortem MRIIn Medical Image Computing and Computer Assisted Intervention – MICCAI 2026, 2026Accepted; proceedings forthcoming. Preprint available at arXiv:2605.08711
2025
- VIOLET: A framework for combined volumetric image registration via optimization and learning for efficient image translationIn Simulation and Synthesis in Medical Imaging: 10th International Workshop, SASHIMI 2025, Held in Conjunction with MICCAI 2025, 2025
- Regional cerebral blood flow reflects both neurodegeneration and microvascular integrity across the Alzheimer’s continuumAlzheimer’s & Dementia, 2025
- Operationalizing postmortem pathology-MRI association studies in Alzheimer’s disease and related disorders with MRI-guided histology samplingActa Neuropathologica Communications, 2025
- Automatic segmentation of medial temporal lobe subregions in multi-scanner, multi-modality magnetic resonance imaging of variable qualityHippocampus, 2025
- Development of an isotropic segmentation model for medial temporal lobe subregions on anisotropic MRI atlas using implicit neural representationarXiv preprint arXiv:2508.17171, 2025
- Imaging biomarkers for neurodegenerative diseases from detailed segmentation of medial temporal lobe subregions on in vivo brain MRI using an upsampling strategy guided by high-resolution postmortem MRIIn Multimodal Learning and Fusion Across Scales for Clinical Decision Support: 13th International Workshop, ML-CDS 2025, Held in Conjunction with MICCAI 2025, 2025Presented at ML-CDS 2025; final chapter pagination and DOI were not yet available when this file was prepared. Related preprint: arXiv:2504.18442
- Hypometabolic mismatch with atrophy and tau pathology in mixed Alzheimer’s and Lewy body diseaseBrain, 2025
- A multi-cohort study of longitudinal and cross-sectional Alzheimer’s disease biomarkers in cognitively unimpaired older adultsAlzheimer’s & Dementia, 2025
2024
- Automated deep learning segmentation of high-resolution 7 Tesla postmortem MRI for quantitative analysis of structure-pathology correlations in neurodegenerative diseasesImaging Neuroscience, 2024
- Surface-based parcellation and vertex-wise analysis of ultra-high-resolution postmortem 7 Tesla MRI in Alzheimer’s disease and related dementiasIn Machine Learning in Clinical Neuroimaging: 7th International Workshop, MLCN 2024, Held in Conjunction with MICCAI 2024, 2024
- Craniofacial soft-tissue anthropomorphic database with magnetic resonance imaging and unbiased diffeomorphic registrationPlastic and Reconstructive Surgery, 2024Dillan F. Villavisanis and Pulkit Khandelwal contributed equally
- Impact of white matter hyperintensities on structural connectivity and cognition in cognitively intact ADNI subjectsNeurobiology of Aging, 2024
- Association of quantitative histopathology measurements with antemortem medial temporal lobe cortical thickness in the Alzheimer’s disease continuumActa Neuropathologica, 2024
2023
- Image-to-image translation between tau pathology and neuronal metabolism PET in Alzheimer disease with multi-domain contrastive learningIn Machine Learning in Clinical Neuroimaging: 6th International Workshop, MLCN 2023, Held in Conjunction with MICCAI 2023, 2023Co-first authors; Best Paper Award
- Deep label fusion: A generalizable hybrid multi-atlas and deep convolutional neural network for medical image segmentationMedical Image Analysis, 2023
- Associations of phosphorylated tau pathology with whole-hemisphere postmortem morphometry in 7 Tesla MRIAlzheimer’s & Dementia, 2023
- Improved segmentation of deep sulci in cortical gray matter using a deep learning framework incorporating Laplace’s equationIn Information Processing in Medical Imaging, 2023
- Young versus older subject diffusion MRI data for virtual white matter lesion tractography?Human Brain Mapping, 2023
2022
- Automatic segmentation of bone-selective MR images for visualization and craniometry of the cranial vaultAcademic Radiology, 2022Carrie E. Zimmerman and Pulkit Khandelwal contributed equally
- Fully automated 3D segmentation and diffeomorphic medial modeling of the left ventricle mitral valve complex in ischemic mitral regurgitationMedical Image Analysis, 2022
2021
- Spine and individual vertebrae segmentation in computed tomography images using geometric flows and shape priorsFrontiers in Computer Science, 2021
2020
- Domain Generalizer: A few-shot meta-learning framework for domain generalization in medical imagingIn Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning: Second MICCAI Workshop, DART 2020, 2020
- Benchmarking human performance in semiautomated image segmentationInteracting with Computers, 2020