Projects

VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning

Mengyang Zhao, Quan Liu, Aadarsh Jha, Ruining Deng, Tianyuan Yao, Anita Mahadevan-Jansen, Matthew J.Tyska, Bryan A. Millis, **Yuankai Huo** ***MLMI*** **(2021)**

CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns

Ruining Deng, Quan Liu, Shunxing Bao, Aadarsh Jha, Catie Chang, Bryan A Millis, Matthew J Tyska, **Yuankai Huo** ***DGM4MICCAI 2021*** **(2021)**

Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging

Shunxing Bao, Yucheng Tang, Ho Hin Lee, Riqiang Gao, Sophie Chiron, Ilwoo Lyu, Lori A. Coburn, Keith T. Wilson, Joseph T. Roland, Bennett A. Landman, **Yuankai Huo** ***COMPAY*** **(2021)**

A Limitation of Acyclic Oriented Graphs Matching as Cell Tracking Accuracy Measure when Evaluating Mitosis

Ye Chen, **Yuankai Huo** ***SPIE*** **(2021)**

GAN based Unsupervised Segmentation: Should We Match the Exact Number of Objects

Quan Liu, Isabella M. Gaeta, Bryan A. Millis, Matthew J. Tyska, **Yuankai Huo** ***SPIE*** **(2021)**

Improve Global Glomerulosclerosis Classification with Imbalanced Data using CircleMix Augmentation

Yuzhe Lu, Haichun Yang, Zheyu Zhu, Ruining Deng, Agnes B. Fogo, **Yuankai Huo** ***SPIE*** **(2021)**

Measure Partial Liver Volumetric Variations from Paired Inspiratory-expiratory Chest CT Scans

Can Luo, James G. Terry, Yucheng Tang, Kaiwen Xu, Pierre P. Massion, Bennett A. Landman, J. Jeffery Carr, **Yuankai Huo** ***SPIE*** **(2021)**

Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-Segment

Aadarsh Jha, Haichun Yang, Ruining Deng, Meghan E. Kapp, Agnes B. Fogo, **Yuankai Huo** ***Journal of Medical Imaging*** **(2020)**

CircleNet: Anchor-free Detection with Circle Representation

Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Ye Chen, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, **Yuankai Huo** ***MICCAI*** **(2020)**

A Deep Pattern Recognition Approach for Inferring Respiratory Volume Fluctuations from fMRI Data

Roza Bayrak, Jorge Salas, **Yuankai Huo**, Catie Chang ***MICCAI*** **(2020)**