Won-Ki Jeong

Orcid: 0000-0002-9393-6451

According to our database1, Won-Ki Jeong authored at least 87 papers between 2002 and 2024.

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Bibliography

2024
Connecto-informatics at the mesoscale: current advances in image processing and analysis for mapping the brain connectivity.
Brain Informatics, December, 2024

MitoVis: A Unified Visual Analytics System for End-to-End Neuronal Mitochondria Analysis.
IEEE Trans. Vis. Comput. Graph., July, 2024

Clinical-Grade Multi-organ Pathology Report Generation for Multi-scale Whole Slide Images via a Semantically Guided Medical Text Foundation Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Controllable and Efficient Multi-class Pathology Nuclei Data Augmentation Using Text-Conditioned Diffusion Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Reference-Free Axial Super-Resolution of 3D Microscopy Images Using Implicit Neural Representation with a 2D Diffusion Prior.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Co-synthesis of Histopathology Nuclei Image-Label Pairs Using a Context-Conditioned Joint Diffusion Model.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
PAIP 2020: Microsatellite instability prediction in colorectal cancer.
Medical Image Anal., October, 2023

RAMP: response-aware multi-task learning with contrastive regularization for cancer drug response prediction.
Briefings Bioinform., January, 2023

DXplorer: A Unified Visualization Framework for Interactive Dendritic Spine Analysis Using 3D Morphological Features.
IEEE Trans. Vis. Comput. Graph., 2023

I2V: Towards Texture-Aware Self-Supervised Blind Denoising using Self-Residual Learning for Real-World Images.
CoRR, 2023

Dimensionality Explorer for Single-Cell Analysis.
Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023

Histopathology Image Classification Using Deep Manifold Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

DiffMix: Diffusion Model-Based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Reference-Free Isotropic 3D EM Reconstruction Using Diffusion Models.
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023

Evaluation and Improvement of Segment Anything Model for Interactive Histopathology Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

CGAM: Click-Guided Attention Module for Interactive Pathology Image Segmentation via Backpropagating Refinement.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Undersampled MRI Reconstruction Using Switchable Interdependent Self-Cooperative Learning Without Paired Training Data.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
MG-FIM: A Multi-GPU Fast Iterative Method Using Adaptive Domain Decomposition.
SIAM J. Sci. Comput., 2022

Noise2Kernel: Adaptive Self-Supervised Blind Denoising Using a Dilated Convolutional Kernel Architecture.
Sensors, 2022

Virtual Air Conditioner's Airflow Simulation and Visualization in AR.
Proceedings of the 28th ACM Symposium on Virtual Reality Software and Technology, 2022

HoloInset: 3D Biomedical Image Data Exploration through Augmented Hologram Insets.
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022

Scribble-Supervised Cell Segmentation Using Multiscale Contrastive Regularization.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Distributed Interactive Visualization Using GPU-Optimized Spark.
IEEE Trans. Vis. Comput. Graph., 2021

ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising.
IEEE Trans. Medical Imaging, 2021

Development and operation of a digital platform for sharing pathology image data.
BMC Medical Informatics Decis. Mak., 2021

DeepHCS++: Bright-field to fluorescence microscopy image conversion using multi-task learning with adversarial losses for label-free high-content screening.
Medical Image Anal., 2021

FusionNet: A Deep Fully Residual Convolutional Neural Network for Image Segmentation in Connectomics.
Frontiers Comput. Sci., 2021

MitoVis: A Visually-guided Interactive Intelligent System for Neuronal Mitochondria Analysis.
CoRR, 2021

RLCorrector: Reinforced Proofreading for Connectomics Image Segmentation.
CoRR, 2021

ZeVis: A Visual Analytics System for Exploration of a Larval Zebrafish Brain in Serial-Section Electron Microscopy Images.
IEEE Access, 2021

Improving the Accuracy of Intrahepatic Cholangiocarcinoma Subtype Classification by Hidden Class Detection via Label Smoothing.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Neuron Segmentation using Incomplete and Noisy Labels via Adaptive Learning with Structure Priors.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

DeepScribble: Interactive Pathology Image Segmentation Using Deep Neural Networks with Scribbles.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

ColorRL: Reinforced Coloring for End-to-End Instance Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Reinforced Coloring for End-to-End Instance Segmentation.
CoRR, 2020

Scribble2Label: Scribble-Supervised Cell Segmentation via Self-generating Pseudo-Labels with Consistency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
DXR: A Toolkit for Building Immersive Data Visualizations.
IEEE Trans. Vis. Comput. Graph., 2019

Frequency-splitting dynamic MRI reconstruction using multi-scale 3D convolutional sparse coding and automatic parameter selection.
Medical Image Anal., 2019

Interactive Dendritic Spine Analysis Based on 3D Morphological Features.
Proceedings of the 30th IEEE Visualization Conference, 2019

Weakly Supervised Learning in Deformable EM Image Registration Using Slice Interpolation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Removing Imaging Artifacts in Electron Microscopy using an Asymmetrically Cyclic Adversarial Network without Paired Training Data.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
An Intelligent System Approach for Probabilistic Volume Rendering Using Hierarchical 3D Convolutional Sparse Coding.
IEEE Trans. Vis. Comput. Graph., 2018

Compressed Sensing MRI Reconstruction Using a Generative Adversarial Network With a Cyclic Loss.
IEEE Trans. Medical Imaging, 2018

DeepHCS: Bright-Field to Fluorescence Microscopy Image Conversion Using Deep Learning for Label-Free High-Content Screening.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Compressed sensing dynamic MRI reconstruction using multi-scale 3D convolutional sparse coding with elastic net regularization.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
A Group-Ordered Fast Iterative Method for Eikonal Equations.
IEEE Trans. Parallel Distributed Syst., 2017

Whole-brain serial-section electron microscopy in larval zebrafish.
Nat., 2017

Compressed Sensing MRI Reconstruction with Cyclic Loss in Generative Adversarial Networks.
CoRR, 2017

ssEMnet: Serial-Section Electron Microscopy Image Registration Using a Spatial Transformer Network with Learned Features.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

GPU in-memory processing using Spark for iterative computation.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016
A Fast Discrete Wavelet Transform Using Hybrid Parallelism on GPUs.
IEEE Trans. Parallel Distributed Syst., 2016

Vispark: GPU-Accelerated Distributed Visual COmputing Using Spark.
SIAM J. Sci. Comput., 2016

Compressed Sensing Dynamic MRI Reconstruction Using GPU-accelerated 3D Convolutional Sparse Coding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Compressed sensing reconstruction of dynamic contrast enhanced MRI using GPU-accelerated convolutional sparse coding.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A Multi-GPU Fast Iterative Method for Eikonal Equations Using On-the-fly Adaptive Domain Decomposition.
Proceedings of the International Conference on Computational Science 2016, 2016

2015
Exploiting Massive Parallelism for IndexingMulti-Dimensional Datasets on the GPU.
IEEE Trans. Parallel Distributed Syst., 2015

Multi-GPU Reconstruction of Dynamic Compressed Sensing MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Vispark: GPU-accelerated distributed visual computing using spark.
Proceedings of the 5th IEEE Symposium on Large Data Analysis and Visualization, 2015

2014
Vivaldi: A Domain-Specific Language for Volume Processing and Visualization on Distributed Heterogeneous Systems.
IEEE Trans. Vis. Comput. Graph., 2014

A fast mixed-band lifting wavelet transform on the GPU.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
A Collaborative Digital Pathology System for Multi-Touch Mobile and Desktop Computing Platforms.
Comput. Graph. Forum, 2013

Exploring the Connectome: Petascale Volume Visualization of Microscopy Data Streams.
IEEE Computer Graphics and Applications, 2013

2012
Interactive Volume Exploration of Petascale Microscopy Data Streams Using a Visualization-Driven Virtual Memory Approach.
IEEE Trans. Vis. Comput. Graph., 2012

2011
A Fast Iterative Method for Solving the Eikonal Equation on Triangulated Surfaces.
SIAM J. Sci. Comput., 2011

Markov surfaces: A probabilistic framework for user-assisted three-dimensional image segmentation.
Comput. Vis. Image Underst., 2011

The connectome project: discovering the wiring of the brain.
XRDS, 2011

Interactive large-scale image editing using operator reduction.
Proceedings of the SIGGRAPH Asia 2011 Posters, Hong Kong, December 12-15, 2011, 2011

Demand-driven volume rendering of terascale EM data.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2011

Neural Process Reconstruction from Sparse User Scribbles.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Distributed terascale volume visualization using distributed shared virtual memory.
Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011

Display-aware image editing.
Proceedings of the 2011 IEEE International Conference on Computational Photography, 2011

2010
Interactive Histology of Large-Scale Biomedical Image Stacks.
IEEE Trans. Vis. Comput. Graph., 2010

Ssecrett and NeuroTrace: Interactive Visualization and Analysis Tools for Large-Scale Neuroscience Data Sets.
IEEE Computer Graphics and Applications, 2010

2009
Curvature-based anisotropic geodesic distance computation for parametric and implicit surfaces.
Vis. Comput., 2009

Scalable and Interactive Segmentation and Visualization of Neural Processes in EM Datasets.
IEEE Trans. Vis. Comput. Graph., 2009

2008
Interactive Three-Dimensional Image Analysis and Visualization Using Graphics Hardware.
PhD thesis, 2008

A Fast Iterative Method for Eikonal Equations.
SIAM J. Sci. Comput., 2008

Anisotropic geodesic distance computation for parametric surfaces.
Proceedings of the 2008 International Conference on Shape Modeling and Applications (SMI 2008), 2008

2007
Interactive Visualization of Volumetric White Matter Connectivity in DT-MRI Using a Parallel-Hardware Hamilton-Jacobi Solver.
IEEE Trans. Vis. Comput. Graph., 2007

A Volumetric Approach to Quantifying Region-to-Region White Matter Connectivity in Diffusion Tensor MRI.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
Interactive 3D seismic fault detection on the Graphics Hardware.
Proceedings of the 5th Eurographics / IEEE VGTC International Workshop on Volume Graphics, 2006

2004
Neural Mesh Ensembles.
Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003
Using Growing Cell Structures for Surface Reconstruction.
Proceedings of the 2003 International Conference on Shape Modeling and Applications (SMI 2003), 2003

Neural Meshes: Statistical Learning Based on Normals.
Proceedings of the 11th Pacific Conference on Computer Graphics and Applications, 2003

2002
Direct Reconstruction of a Displaced Subdivision Surface from Unorganized Points.
Graph. Model., 2002

Subdivision Surface Simplification.
Proceedings of the 10th Pacific Conference on Computer Graphics and Applications, 2002

Automatic Generation of Subdivision Surface Head Models from Point Cloud Data.
Proceedings of the Graphics Interface 2002 Conference, 2002


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