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1.
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2017/07
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Article
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Spherical tensor algebra: a toolkit for 3D image processing Journal of Mathematical Imaging and Vision 58(3),pp.349-381 (Collaboration)
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2.
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2023/10
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Exploring the performance of implicit neural representations for brain image registration Scientific Reports 13(1) (Collaboration)
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3.
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2023/06
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Article
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The Brain/MINDS Marmoset Connectivity Resource: An open-access platform for cellular-level tracing and tractography in the primate brain PLoS biology 21(6) (Collaboration)
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4.
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2024/12
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Multi-scale Stochastic Generation of Labelled Microscopy Images for Neuron Segmentation Medical Imaging with Deep Learning pp.352-366 (Collaboration)
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5.
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2023/10
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Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brain International Conference on Medical Image Computing and Computer-Assisted Intervention 645 (Collaboration)
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6.
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2024/01
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Improving segmentation of objects with varying sizes in biomedical images using instance-wise and center-of-instance segmentation loss function Medical Imaging with Deep Learnin pp.286-300 (Collaboration)
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7.
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2023/04
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An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brain 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) pp.1-5 (Collaboration)
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8.
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2018/07
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Article
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PAT—Probabilistic axon tracking for densely labeled neurons in large 3-D micrographs IEEE transactions on medical imaging 38(1),pp.69-78 (Collaboration)
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9.
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2011/12
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Fast rotation invariant 3D feature computation utilizing efficient local neighborhood operators IEEE Transactions on Pattern Analysis and Machine Intelligence 34(8),pp.1563-1575 (Collaboration)
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10.
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2014/10
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Efficient Monte Carlo image analysis for the location of vascular entity IEEE Transactions on medical imaging 34(2),pp.628-643 (Collaboration)
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11.
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2025/01
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Prediction of white matter hyperintensities evolution one-year post-stroke from a single-point brain MRI and stroke lesions information Scientific Reports 15(1) (Collaboration)
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12.
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2023/07
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Local and long-distance organization of prefrontal cortex circuits in the marmoset brain Neuron 111(14),pp.2258-2273 (Collaboration)
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13.
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2025/10
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Article
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Benchmarking Evaluation Metrics for Tubular Structure Segmentation in Biomedical Images Lecture Notes in Computer Science 16171,pp.87-102 (Collaboration)
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14.
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2025/10
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The astrocytic ensemble acts as a multiday trace to stabilize memory Nature (Collaboration)
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15.
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2025/09
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Implicit Neural Representations for Brain Image Registration Between Human and Marmoset Lecture Notes in Computer Science 16310,pp.585-599 (Collaboration)
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16.
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2025/01
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Serial Two-Photon Tomography of the Whole Marmoset Brain for Neuroanatomical Analyses Journal of Visualized Experiments (JoVE) (Collaboration)
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17.
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2024/10
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Machine learning-guided reconstruction of cytoskeleton network from Machine learning-guided reconstruction of cytoskeleton network from live-cell AFM images 27(10) (Collaboration)
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18.
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2024/05
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A new family of instance-level loss functions for improving instance-level segmentation and detection of white matter hyperintensities in routine clinical brain MRI Computers in Biology and Medicine 174 (Collaboration)
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19.
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2023/12
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Use of DeTerm for Automated Drosophila Dendrite Arbor Terminal Counts Cold Spring Harbor Protocols (Collaboration)
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20.
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2023/10
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Distinctiveness and continuity in transcriptome and connectivity in the anterior-posterior axis of the paraventricular nucleus of the thalamus Cell Reports 42(10) (Collaboration)
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21.
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2023/03
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A dataset of rodent cerebrovasculature from in vivo multiphoton fluorescence microscopy imaging Scientific Data 10 (Collaboration)
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22.
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2023/03
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Article
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Tomographic tract tracing and data driven approaches to unravel complex 3D fiber anatomy of DBS relevant prefrontal projections to the diencephalic-mesencephalic junction in the marmoset Brain Stimulation 16(2),pp.670-681 (Collaboration)
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23.
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2022/07
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A spiking neural network builder for systematic data-to-model workflow Frontiers in Neuroinformatics 16 (Collaboration)
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24.
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2021/09
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Probabilistic Deep Learning with Adversarial Training and Volume Interval Estimation - Better Ways to Perform and Evaluate Predictive Models for White Matter Hyperintensities Evolution Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021, Held in Conjunction wit pp.168-180 (Collaboration)
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25.
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2020/12
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Optimization and validation of diffusion MRI-based fiber tracking with neural tracer data as a reference Scientific reports 10 (Collaboration)
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26.
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2020/09
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Cellular-resolution gene expression profiling in the neonatal marmoset brain reveals dynamic species-and region-specific differences Proceedings of the National Academy of Sciences 118(18) (Collaboration)
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