Liyun Tu

22 papers B 2Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient few-shot medical image segmentation via self-supervised variational autoencoder.
Medical Image Anal.
Yanjie Zhou, Feng Zhou, Fengjun Xi, Yong Liu, Yun Peng, David E. Carlson, Liyun Tu
2025 J jnl
Scale-free and unbiased transformer with tokenization for cell type annotation from single-cell RNA-seq data.
Pattern Recognit.
Hongwei Zhang, Ziyang Jiang, Song Zhang, Liyun Tu, David E. Carlson
2024 — conf
Automated Detection and Classification of Pediatric Middle Ear Diseases from CT using Entropy Projection and Feature Interaction.
BIBM
Wensheng Li, Jie Zhang, Jianlin Guo, Xiaoxu Wang, Guangyuan Xu, Yun Peng, Liyun Tu
2024 J jnl
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation.
CoRR
Feng Zhou, Yanjie Zhou, Longjie Wang, Yun Peng, David E. Carlson, Liyun Tu
2024 — conf
Learning Interpretable and Robust Spatiotemporal Dynamics from fMRI for Precise Identification of Neurological Disorders.
BIBM
Youhao Li, Yongzhi Huang, Qingchen Gao, Pindong Chen, Yong Liu, Liyun Tu
2024 — conf
Robust One-Shot Brain Tissue Segmentation via Patch-wise Contrastive Learning and Dual-Head Variational Autoencoder.
BIBM
Feng Zhou, Fengjun Xi, Yanjie Zhou, Di Hu, Liyun Tu, Yun Peng
2024 — conf
Robust and Generable Vertebrae Instance Segmentation with Domain Adaptation.
EMBC
Xiang Gao, Liyun Tu, Yongzhi Huang, Longjie Wang, Yong Liu
2023 — conf
Learning with Domain-Knowledge for Generalizable Prediction of Alzheimer's Disease from Multi-site Structural MRI.
MICCAI (5)
Yanjie Zhou, Youhao Li, Feng Zhou, Yong Liu, Liyun Tu
2022 J jnl
Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility.
IEEE Trans. Signal Process.
Liyun Tu, Austin Talbot, Neil Gallagher, David E. Carlson
2021 J jnl
Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility.
CoRR
Liyun Tu, Austin Talbot, Neil Gallagher, David E. Carlson
2020 B conf
Spectral Correspondence Framework for Building a 3D Baby Face Model.
FG
Araceli Morales, Antonio R. Porras, Liyun Tu, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2019 — conf
Quantitative evaluation of local head malformations from 3 dimensional photography: application to craniosynostosis.
Computer-Aided Diagnosis
Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Graham C. Buck, Deki Tsering, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
2019 — conf
Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes.
UNSURE/CLIP@MICCAI
Liyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru
2018 — conf
Analysis of 3D Facial Dysmorphology in Genetic Syndromes from Unconstrained 2D Photographs.
MICCAI (1)
Liyun Tu, Antonio R. Porras, Alec Boyle, Marius George Linguraru
2018 — conf
Radiation-free quantification of head malformations in craniosynostosis patients from 3D photography.
Computer-Aided Diagnosis
Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Manuel Mastromanolis, Deki Tsering, Beatriz Paniagua, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
2018 J jnl
Skeletal Shape Correspondence Through Entropy.
IEEE Trans. Medical Imaging
Liyun Tu, Martin Styner, Jared Vicory, Shireen Y. Elhabian, Rui Wang, Jun-Pyo Hong, Beatriz Paniagua, Juan-Carlos Prieto, Dan Yang, Ross T. Whitaker, Stephen M. Pizer
2017 — conf
Intracranial Volume Quantification from 3D Photography.
CARE/CLIP@MICCAI
Liyun Tu, Antonio R. Porras, Scott Ensel, Deki Tsering, Beatriz Paniagua, Andinet Enquobahrie, Albert Oh, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
2017 J jnl
Robust corner detection using the eigenvector-based angle estimator.
J. Vis. Commun. Image Represent.
Shizheng Zhang, Dan Yang, Sheng Huang, Xiaohong Zhang, Liyun Tu, Zemin Ren
2016 J jnl
Entropy-based correspondence improvement of interpolated skeletal models.
Comput. Vis. Image Underst.
Liyun Tu, Jared Vicory, Shireen Y. Elhabian, Beatriz Paniagua, Juan-Carlos Prieto, James N. Damon, Ross T. Whitaker, Martin Styner, Stephen M. Pizer
2015 J jnl
Corner detection using arc length-based angle estimator.
J. Electronic Imaging
Shizheng Zhang, Dan Yang, Sheng Huang, Xiaohong Zhang, Ying Qu, Liyun Tu, Zemin Ren
2015 J jnl
Fitting Skeletal Object Models Using Spherical Harmonics Based Template Warping.
IEEE Signal Process. Lett.
Liyun Tu, Dan Yang, Jared Vicory, Xiaohong Zhang, Stephen M. Pizer, Martin Andreas Styner
2015 B conf
Skeletal shape correspondence via entropy minimization.
Image Processing
Liyun Tu, Martin Styner, Jared Vicory, Beatriz Paniagua, Juan-Carlos Prieto, Dan Yang, Stephen M. Pizer