Hanbo Chen

Orcid: 0000-0002-8094-1761

According to our database1, Hanbo Chen authored at least 74 papers between 2010 and 2023.

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Bibliography

2023
Three-Dimensional Modeling of Marine Controlled Source Electromagnetic Using a New High-Order Finite Element Method With an Absorption Boundary Condition.
IEEE Trans. Geosci. Remote. Sens., 2023

Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2023

2022
Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction.
CoRR, 2022

Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning.
CoRR, 2022

Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis.
Comput. Medical Imaging Graph., 2022

TreeMoCo: Contrastive Neuron Morphology Representation Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ReMix: A General and Efficient Framework for Multiple Instance Learning Based Whole Slide Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Board games for quantum computers.
Sci. China Inf. Sci., 2021

Hierarchical Attention Guided Framework for Multi-resolution Collaborative Whole Slide Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Multi-resolution Multi-task Network and Polyp Tracking.
Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

2020
Deep Neural Networks for In Situ Hybridization Grid Completion and Clustering.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

2019
From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Rectified Cross-Entropy and Upper Transition Loss for Weakly Supervised Whole Slide Image Classifier.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Polyp Tracking in Video Colonoscopy Using Optical Flow With an On-The-Fly Trained CNN.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks.
IEEE Trans. Biomed. Eng., 2018

Optimization of macaque brain DMRI connectome by neuron tracing and myelin stain data.
Comput. Medical Imaging Graph., 2018

Integrate Domain Knowledge in Training CNN for Ultrasonography Breast Cancer Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

A novel framework for analyzing cortical folding patterns based on sulcal baselines and gyral crestlines.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Train a 3D U-Net to segment cranial vasculature in CTA volume without manual annotation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Transcriptome Architecture of Adult Mouse Brain Revealed by Sparse Coding of Genome-Wide In Situ Hybridization Images.
Neuroinformatics, 2017

Constructing fine-granularity functional brain network atlases via deep convolutional autoencoder.
Medical Image Anal., 2017

Gyral net: A new representation of cortical folding organization.
Medical Image Anal., 2017

Mechanisms of circumferential gyral convolution in primate brains.
J. Comput. Neurosci., 2017

Radial Structure Scaffolds Convolution Patterns of Developing Cerebral Cortex.
Frontiers Comput. Neurosci., 2017

Fast assembling of neuron fragments in serial 3D sections.
Brain Informatics, 2017

A novel framework for groupwise registration of fMRI images based on common functional networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

3-D functional brain network classification using Convolutional Neural Networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Inter-subject fMRI registration based on functional networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Discover Mouse Gene Coexpression Landscape Using Dictionary Learning and Sparse Coding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function.
IEEE Trans. Biomed. Eng., 2015

Anatomy-Guided Dense Individualized and Common Connectivity-Based Cortical Landmarks (A-DICCCOL).
IEEE Trans. Biomed. Eng., 2015

Optimization of large-scale mouse brain connectome via joint evaluation of DTI and neuron tracing data.
NeuroImage, 2015

Sparse representation of whole-brain fMRI signals for identification of functional networks.
Medical Image Anal., 2015

SmartTracing: self-learning-based Neuron reconstruction.
Brain Informatics, 2015

Multi-scale and Multimodal Fusion of Tract-Tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Distance Networks for Morphological Profiling and Characterization of DICCCOL Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Group-wise consistent sulcal fundi segmentation based on DMRI-derived ODF features.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Multiscale and multimodal fusion of tract-tracing and DTI-derived fibers in macaque brains.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Fusing DTI and fMRI data: A survey of methods and applications.
NeuroImage, 2014

Characterization of U-shape streamline fibers: Methods and applications.
Medical Image Anal., 2014

Group-Wise Optimization of Common Brain Landmarks with Joint Structural and Functional Regulations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Construct and Assess Multimodal Mouse Brain Connectomes via Joint Modeling of Multi-scale DTI and Neuron Tracer Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Evolutionarily-preserved consistent gyral folding patterns across primate brains.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Group-wise optimization and individualized prediction of structural connectomes.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-View Spectral Clustering.
IEEE Trans. Medical Imaging, September, 2013

Meta-Analysis of Functional Roles of DICCCOLs.
Neuroinformatics, 2013

Characterization of task-free and task-performance brain states via functional connectome patterns.
Medical Image Anal., 2013

Sparse Representation of Higher-Order Functional Interaction Patterns in Task-Based FMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Identifying Group-Wise Consistent White Matter Landmarks via Novel Fiber Shape Descriptor.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Joint analysis of gyral folding and fiber shape patterns.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Identifying functional connectomics abnormality in attention deficit hyperactivity disorder.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Identifying consistent brain networks via maximizing predictability of functional connectome from structural connectome.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Assessing regularity and variability of cortical folding patterns of dicccols.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Exploring High-Order Functional Interactions via Structurally-Weighted LASSO Models.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
Visual analytics of brain networks.
NeuroImage, 2012

Constructing Fiber Atlases for Functional ROIs via fMRI-Guided DTI Image Registration.
Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012

Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-view Spectral Clustering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Group-Wise Consistent Parcellation of Gyri via Adaptive Multi-view Spectral Clustering of Fiber Shapes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011
Identification of cortical landmarks based on structural connectivity to subcortical regions.
Int. J. Comput. Biol. Drug Des., 2011

VennDiagram: a package for the generation of highly-customizable Venn and Euler diagrams in R.
BMC Bioinform., 2011

Identification of Cortical Landmarks Based on Consistent Connectivity to Subcortical Structures.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

Assessing Regularity and Variability of Cortical Folding Patterns of Working Memory ROIs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Optimization of functional brain ROIs via maximization of consistency of structural connectivity profiles.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Fine granularity parcellation of gyrus via fiber shape and connectivity based features.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Discovering Dense and Consistent Landmarks in the Brain.
Proceedings of the Information Processing in Medical Imaging, 2011

2010
Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Bridging low-level features and high-level semantics via fMRI brain imaging for video classification.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

A Dynamic Skull Model for Simulation of Cerebral Cortex Folding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Human-centered attention models for video summarization.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010


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