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Hans Johnson
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Year
Leveraging High-Quality Research Data for Ischemic Stroke Lesion Segmentation on Clinical Data
M Brzus, AD Boes, J Bruss, HJ Johnson
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023
2023
Magnetic resonance brain volumetry biomarkers of CLN2 Batten disease identified with miniswine model
K Knoernschild, HJ Johnson, KE Schroeder, VJ Swier, KA White, TS Sato, ...
Scientific reports 13 (1), 5146, 2023
2023
PigSNIPE: Scalable Neuroimaging Processing Engine for Minipig MRI
M Brzus, K Knoernschild, JC Sieren, HJ Johnson
Algorithms 16 (2), 116, 2023
32023
Comprehensive shape analysis of the cortex in Huntington's disease
ZA Stoebner, K Hett, I Lyu, H Johnson, JS Paulsen, JD Long, I Oguz
Human Brain Mapping, 2022
42022
MONAI: An open-source framework for deep learning in healthcare
MJ Cardoso, W Li, R Brown, N Ma, E Kerfoot, Y Wang, B Murrey, ...
arXiv preprint arXiv:2211.02701, 2022
3872022
Self-supervised Test-Time Adaptation for Medical Image Segmentation
H Li, H Liu, D Hu, J Wang, H Johnson, O Sherbini, F Gavazzi, R D’Aiello, ...
Machine Learning in Clinical Neuroimaging: 5th International Workshop, MLCN …, 2022
82022
A novel porcine model of CLN2 Batten disease that recapitulates patient phenotypes
VJ Swier, KA White, TB Johnson, JC Sieren, HJ Johnson, K Knoernschild, ...
Neurotherapeutics, 1-15, 2022
62022
Multi-agent reinforcement learning pipeline for anatomical landmark detection in minipigs
M Brzus, AB Powers, KS Knoernschild, JC Sieren, HJ Johnson
Medical Imaging 2022: Image Processing 12032, 598-607, 2022
12022
Human brain extraction with deep learning
H Li, Q Zhu, D Hu, MR Gunnala, H Johnson, O Sherbini, F Gavazzi, ...
Medical Imaging 2022: Image Processing 12032, 369-375, 2022
102022
Medical Image Quality Assurance using Deep Learning
D Zukic, A Haley, C Lisle, J Klo, KM Pohl, HJ Johnson, A Chaudhary
22022
Sleep duration, sleep apnea, and gray matter volume
REY Kim, RD Abbott, S Kim, RJ Thomas, CH Yun, H Kim, H Johnson, ...
Journal of Geriatric Psychiatry and Neurology 35 (1), 47-56, 2022
142022
Mild cognitive impairment as an early landmark in huntington's disease
Y Zhang, J Zhou, CR Gehl, JD Long, H Johnson, VA Magnotta, D Sewell, ...
Frontiers in neurology 12, 678652, 2021
122021
The ANTsX ecosystem for quantitative biological and medical imaging
NJ Tustison, PA Cook, AJ Holbrook, HJ Johnson, J Muschelli, GA Devenyi, ...
Scientific reports 11 (1), 1-13, 2021
1402021
The ITK Software Guide: Book 1: Introduction and Development Guidelines. Book 2: Design and Functionality
HJ Johnson, MM McCormick, L Ibáñez, Insight Software Consortium
Insight Software Consortium, 2021
2021
MRI subcortical segmentation in neurodegeneration with cascaded 3D CNNs
H Li, H Zhang, H Johnson, JD Long, JS Paulsen, I Oguz
Medical Imaging 2021: Image Processing 11596, 236-243, 2021
162021
Longitudinal subcortical segmentation with deep learning
H Li, H Zhang, H Johnson, JD Long, JS Paulsen, I Oguz
Medical Imaging 2021: Image Processing 11596, 73-81, 2021
102021
A predictive model for kidney transplant graft survival using machine learning
ES Pahl, WN Street, HJ Johnson, AI Reed
arXiv preprint arXiv:2012.03787, 2020
12020
SlicerDMRI: a suite of clinician-accessible tools for neurosurgical planning research using diffusion MRI and tractography
F Zhang, T Noh, P Juvekar, SF Frisken, L Rigolo, I Norton, T Kapur, ...
22020
Robust markers and sample sizes for multicenter trials of Huntington disease
PA Wijeratne, EB Johnson, A Eshaghi, L Aksman, S Gregory, HJ Johnson, ...
Annals of neurology 87 (5), 751-762, 2020
282020
Robust automatic multiple landmark detection
A Jain, A Powers, HJ Johnson
2020 IEEE 17th international symposium on biomedical imaging (ISBI), 1178-1182, 2020
92020
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Articles 1–20