Xubo Song

According to our database, Xubo Song authored at least 25 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data.

Wei-Chun Lin, Aiyin Chen, Xubo Song, Nicole Gray Weiskopf, Michael F. Chiang, Michelle R. Hribar

J. Am. Medical Informatics Assoc., January, 2024

Data Valuation with Gradient Similarity.

Nathaniel J. Evans, Gordon B. Mills, Guanming Wu, Xubo Song, Shannon K. McWeeney

CoRR, 2024

2023

Biology-inspired graph neural network encodes reactome and reveals biochemical reactions of disease.

Joshua G. Burkhart, Guanming Wu, Xubo Song, Francesco Raimondi, Shannon K. McWeeney, Melissa H. Wong, Youping Deng

Patterns, July, 2023

Efficient semi-supervised semantic segmentation of electron microscopy cancer images with sparse annotations.

Lucas Pagano, Guillaume Thibault, Walid Bousselham, Jessica L. Riesterer, Xubo Song, Joe W. Gray

Frontiers Bioinform., May, 2023

Segmentation of cellular ultrastructures on sparsely labeled 3D electron microscopy images using deep learning.

Archana Machireddy, Guillaume Thibault, Kevin G. Loftis, Kevin Stoltz, Cecilia E. Bueno, Hannah R. Smith, Jessica L. Riesterer, Joe W. Gray, Xubo Song

Frontiers Bioinform., May, 2023

2022

Efficient Fine-Tuning of Deep Neural Networks with Effective Parameter Allocation.

Phillip Wallis, Xubo Song

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Efficient Self-Ensemble for Semantic Segmentation.

Walid Bousselham, Guillaume Thibault, Lucas Pagano, Archana Machireddy, Joe W. Gray, Young Hwan Chang, Xubo Song

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Efficient Self-Ensemble Framework for Semantic Segmentation.

Walid Bousselham, Guillaume Thibault, Lucas Pagano, Archana Machireddy, Joe W. Gray, Young Hwan Chang, Xubo Song

CoRR, 2021

Learning-Based Image Registration With Meta-Regularization.

Ebrahim Al Safadi, Xubo Song

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Automatic Event Detection of REM Sleep Without Atonia From Polysomnography Signals Using Deep Neural Networks.

Phillip Wallis, Daniel Yaeger, Alexander Kain, Xubo Song, Miranda Lim

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Malignancy Detection in Prostate Multi-Parametric MR Images Using U-net with Attention.

Archana Machireddy, Nicholas Meermeier, Fergus Coakley, Xubo Song

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Spatial Transformer Spectral Kernels for Deformable Image Registration.

Ebrahim Al Safadi, Xubo Song

Proceedings of the 30th British Machine Vision Conference 2019, 2019

GaN Schottky Diode Model for THz Multiplier Design with Consideration of Self-heating Effect.

Xubo Song, Yuangang Wang, Zhihong Feng, Yuanjie Lv, Yamin Zhang, Lisen Zhang, Shixiong Liang, Xin Tan, Shaobo Dun, Dabao Yang, Zhirong Zhang

Proceedings of the 13th IEEE International Conference on ASIC, 2019

2018

Analysis of DCE-MRI for Early Prediction of Breast Cancer Therapy Response.

Archana Machireddy, Guillaume Thibault, Wei Huang, Xubo Song

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

A video/IMU hybrid system for movement estimation in infants.

Archana Machireddy, Jan P. H. van Santen, Jenny L. Wilson, Julianne Myers, Mijna Hadders-Algra, Xubo Song

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Dynamic characteristics and related trapping effects of GaN-based Fin-MISHEMTs.

Xingye Zhou, Xin Tan, Yuanjie Lv, Yuangang Wang, Xubo Song, Guodong Gu, Peng Xu, Hongyu Guo, Zhihong Feng, Shujun Cai

Proceedings of the 12th IEEE International Conference on ASIC, 2017

Design and realization of a X-band graphene amplifier MMIC.

Xubo Song, Cui Yu, Zezhao He, Qingbin Liu, Tingting Han, Shaobo Dun, Yuanjie Lv, Shujun Cai, Zhihong Feng

Proceedings of the 12th IEEE International Conference on ASIC, 2017

2015

Dependency of current collapse on the device structure of GaN-based HEMTs.

Xingye Zhou, Zhihong Feng, Yuanjie Lv, Xin Tan, Yuangang Wang, Guodong Gu, Xubo Song, Peng Xu, Shaobo Dun, Shujun Cai

Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

2014

Robust head pose estimation via supervised manifold learning.

Chao Wang, Xubo Song

Neural Networks, 2014

Automatic measurement of affective valence and arousal in speech.

Meysam Asgari, Géza Kiss, Jan P. H. van Santen, Izhak Shafran, Xubo Song

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Robust frontal view search using extended manifold learning.

Chao Wang, Xubo Song

J. Vis. Commun. Image Represent., 2013

Video-to-video face authentication system robust to pose variations.

Chao Wang, Yongping Li, Xubo Song

Expert Syst. Appl., 2013

2012

Robust frontal view search using multi-camera constrained Isomap.

Chao Wang, Xubo Song

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Robust head pose estimation using supervised manifold projection.

Chao Wang, Xubo Song

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

Tracking facial feature points with prediction-assisted view-based active shape model.

Chao Wang, Xubo Song

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011