Jianhua Yao

315 papers A* 17A 4B 26C 1Misc 1Journal 124Unranked 134
YearRankTypeTitle / Venue / Authors
2026 J jnl
Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers.
IEEE J. Biomed. Health Informatics
Andreas S. Panayides, Hao Chen, Nenad D. Filipovic, Tijana Geroski, Junlin Hou, Karim Lekadir, Kostas Marias, George K. Matsopoulos, Giorgos Papanastasiou, Pinaki Sarder, Georgia D. Tourassi, Sotirios A. Tsaftaris, Huazhu Fu, Efthyvoulos C. Kyriacou, Christos P. Loizou, Michalis E. Zervakis, Joel H. Saltz, Farah E. Shamout, Ken C. L. Wong, Jianhua Yao, Amir A. Amini, Dimitrios I. Fotiadis, Constantinos S. Pattichis, Marios S. Pattichis
2026 J jnl
Semi-supervised semantic segmentation meets masked modeling : Fine-grained locality learning matters in consistency regularization.
Pattern Recognit.
Wentao Pan, Zhe Xu, Jiangpeng Yan, Zihan Wu, Raymond Kai-Yu Tong, Xiu Li, Jianhua Yao
2025 J jnl
Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning.
CoRR
Zhenchao Tang, Fang Wang, Haohuai He, Jiale Zhou, Tianxu Lv, Jun Zhu, Shouzhi Chen, Minghao Yang, Yu Wang, Jiayang Wu, Yidong Song, Jianhua Yao
2025 — conf
Annotation-guided Protein Design with Multi-Level Domain Alignment.
KDD (1)
Chaohao Yuan, Songyou Li, Geyan Ye, Yikun Zhang, Long-Kai Huang, Wenbing Huang, Wei Liu, Jianhua Yao, Yu Rong
2025 A* conf
Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation.
ICLR
Yikun Zhang, Geyan Ye, Chaohao Yuan, Bo Han, Long-Kai Huang, Jianhua Yao, Wei Liu, Yu Rong
2025 J jnl
Evaluation of T Cell Receptor Construction Methods from scRNA-Seq Data.
Genom. Proteom. Bioinform.
Ruonan Tian, Zhejian Yu, Ziwei Xue, Jiaxin Wu, Lize Wu, Shuo Cai, Bing Gao, Bing He, Yu Zhao, Jianhua Yao, Linrong Lu, Wanlu Liu
2025 A* conf
IgGM: A Generative Model for Functional Antibody and Nanobody Design.
ICLR
Rubo Wang, Fandi Wu, Xingyu Gao, Jiaxiang Wu, Peilin Zhao, Jianhua Yao
2025 J jnl
Learning With Noisy Labels Over Imbalanced Subpopulations.
IEEE Trans. Neural Networks Learn. Syst.
Mingcai Chen, Yu Zhao, Bing He, Zongbo Han, Junzhou Huang, Bingzhe Wu, Jianhua Yao
2025 J jnl
Mutual exclusive gene expression reveals a stress-induced compensatory role of taurine uptake in dilated cardiomyopathy.
Briefings Bioinform.
Jinpu Cai, Xiaorui Liu, Cheng Wang, Yibo Zhang, Luqi Yang, Bingyi Li, Luting Zhou, Ziqi Rong, Haoyang Liu, Linkang He, Xinzhu Jiang, Hui Cheng, Yu Zhao, Bing He, Jianhua Yao, Hongbin Shen, Shyam Prabhakar, Qiuyu Lian, Liang Chen, Hongyi Xin
2025 A* conf
Steering Protein Language Models.
ICML
Long-Kai Huang, Rongyi Zhu, Bing He, Jianhua Yao
2025 J jnl
Steering Protein Language Models.
CoRR
Long-Kai Huang, Rongyi Zhu, Bing He, Jianhua Yao
2025 J jnl
Strategic priorities for transformative progress in advancing biology with proteomics and artificial intelligence.
CoRR
Yingying Sun, Jun A, Zhiwei Liu, Rui Sun, Liujia Qian, Samuel H. Payne, Wout Bittremieux, Markus Ralser, Chen Li, Yi Chen, Zhen Dong, Yasset Pérez-Riverol, Asif Khan, Chris Sander, Ruedi Aebersold, Juan Antonio Vizcaíno, Jonathan R. Krieger, Jianhua Yao, Han Wen, Linfeng Zhang, Yunping Zhu, Yue Xuan, Benjamin Boyang Sun, Liang Qiao, Henning Hermjakob, Haixu Tang, Huanhuan Gao, Yamin Deng, Qing Zhong, Cheng Chang, Nuno Bandeira, Ming Li, Weinan E, Siqi Sun, Yuedong Yang, Gilbert S. Omenn, Yue Zhang, Ping Xu, Yan Fu, Xiaowen Liu, Christopher M. Overall, Yu Wang, Eric W. Deutsch, Luonan Chen, Jürgen Cox, Vadim Demichev, Fuchu He, Jiaxing Huang, Huilin Jin, Chao Liu, Nan Li, Zhongzhi Luan, Jiangning Song, Kaicheng Yu, Wanggen Wan, Tai Wang, Kang Zhang, Le Zhang, Peter A. Bell, Matthias Mann, Bing Zhang, Tiannan Guo
2024 A* conf
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification.
AAAI
Fan Xu, Yu Zhao, Bingzhe Wu, Yueshan Huang, Qin Ren, Yang Xiao, Bing He, Jie Zheng, Jianhua Yao
2024 J jnl
Atomas: Hierarchical Alignment on Molecule-Text for Unified Molecule Understanding and Generation.
CoRR
Yikun Zhang, Geyan Ye, Chaohao Yuan, Bo Han, Long-Kai Huang, Jianhua Yao, Wei Liu, Yu Rong
2024 J jnl
CTEC: a cross-tabulation ensemble clustering approach for single-cell RNA sequencing data analysis.
Bioinform.
Liang Wang, Chenyang Hong, Jiangning Song, Jianhua Yao
2024 J jnl
Current opinions on large cellular models.
Quant. Biol.
Minsheng Hao, Lei Wei, Fan Yang, Jianhua Yao, Christina V. Theodoris, Bo Wang, Xin Li, Ge Yang, Xuegong Zhang
2024 A* conf
DePLM: Denoising Protein Language Models for Property Optimization.
NeurIPS
Zeyuan Wang, Keyan Ding, Ming Qin, Xiaotong Li, Xiang Zhuang, Yu Zhao, Jianhua Yao, Qiang Zhang, Huajun Chen
2024 J jnl
Deep Spatio-Temporal Network for Low-SNR Cryo-EM Movie Frame Enhancement.
IEEE ACM Trans. Comput. Biol. Bioinform.
Xiaoya Chong, Howard Leung, Qing Li, Jianhua Yao, Niyun Zhou
2024 J jnl
Functional Protein Design with Local Domain Alignment.
CoRR
Chaohao Yuan, Songyou Li, Geyan Ye, Yikun Zhang, Long-Kai Huang, Wenbing Huang, Wei Liu, Jianhua Yao, Yu Rong
2024 J jnl
Graph domain adaptation-based framework for gene expression enhancement and cell type identification in large-scale spatially resolved transcriptomics.
Briefings Bioinform.
Rongbo Shen, Meiling Cheng, Wencang Wang, Qi Fan, Huan Yan, Jiayue Wen, Zhiyuan Yuan, Jianhua Yao, Yixue Li, Jiao Yuan
2024 A* conf
Knowledge-aware Reinforced Language Models for Protein Directed Evolution.
ICML
Yuhao Wang, Qiang Zhang, Ming Qin, Xiang Zhuang, Xiaotong Li, Zhichen Gong, Zeyuan Wang, Yu Zhao, Jianhua Yao, Keyan Ding, Huajun Chen
2024 J jnl
Meta-Learn Unimodal Signals with Weak Supervision for Multimodal Sentiment Analysis.
CoRR
Sijie Mai, Yu Zhao, Ying Zeng, Jianhua Yao, Haifeng Hu
2024 A* conf
Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Broad Physical Dynamics Learning.
KDD
Zinan Zheng, Yang Liu, Jia Li, Jianhua Yao, Yu Rong
2024 J jnl
Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Physical Dynamics Learning.
CoRR
Zinan Zheng, Yang Liu, Jia Li, Jianhua Yao, Yu Rong
2024 J jnl
Reply to: Deeper evaluation of a single-cell foundation model.
Nat. Mac. Intell.
Fan Yang, Fang Wang, Longkai Huang, Linjing Liu, Junzhou Huang, Jianhua Yao
2024 J jnl
SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models.
CoRR
Kehua Feng, Keyan Ding, Weijie Wang, Xiang Zhuang, Zeyuan Wang, Ming Qin, Yu Zhao, Jianhua Yao, Qiang Zhang, Huajun Chen
2024 A* conf
StableMask: Refining Causal Masking in Decoder-only Transformer.
ICML
Qingyu Yin, Xuzheng He, Xiang Zhuang, Yu Zhao, Jianhua Yao, Xiaoyu Shen, Qiang Zhang
2024 J jnl
StableMask: Refining Causal Masking in Decoder-only Transformer.
CoRR
Qingyu Yin, Xuzheng He, Xiang Zhuang, Yu Zhao, Jianhua Yao, Xiaoyu Shen, Qiang Zhang
2023 J jnl
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume.
IEEE Trans. Medical Imaging
Jianye Pang, Cheng Jiang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao
2023 A* conf
A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification.
IJCAI
Mingcai Chen, Yu Zhao, Zhonghuang Wang, Bing He, Jianhua Yao
2023 J jnl
A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification.
CoRR
Mingcai Chen, Yu Zhao, Zhonghuang Wang, Bing He, Jianhua Yao
2023 — conf
An Unsupervised Multispectral Image Registration Network for Skin Diseases.
MICCAI (10)
Songhui Diao, Wenxue Zhou, Chenchen Qin, Jun Liao, Junzhou Huang, Wenming Yang, Jianhua Yao
2023 J jnl
DNAGPT: A Generalized Pretrained Tool for Multiple DNA Sequence Analysis Tasks.
CoRR
Daoan Zhang, Weitong Zhang, Bing He, Jianguo Zhang, Chenchen Qin, Jianhua Yao
2023 J jnl
Deep domain adversarial neural network for the deconvolution of cell type mixtures in tissue proteome profiling.
Nat. Mac. Intell.
Fang Wang, Fan Yang, Longkai Huang, Wei Li, Jiangning Song, Robin B. Gasser, Ruedi Aebersold, Guohua Wang, Jianhua Yao
2023 — conf
Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation.
IPMI
Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao
2023 — conf
IIB-MIL: Integrated Instance-Level and Bag-Level Multiple Instances Learning with Label Disambiguation for Pathological Image Analysis.
MICCAI (6)
Qin Ren, Yu Zhao, Bing He, Bingzhe Wu, Sijie Mai, Fan Xu, Yueshan Huang, Yonghong He, Junzhou Huang, Jianhua Yao
2023 J jnl
Interpretable artificial intelligence model for accurate identification of medical conditions using immune repertoire.
Briefings Bioinform.
Yu Zhao, Bing He, Zhimeng Xu, Yidan Zhang, Xuan Zhao, Zhi-An Huang, Fan Yang, Liang Wang, Lei Duan, Jiangning Song, Jianhua Yao
2023 — conf
Multimodal-AIR-BERT: A Multimodal Pre-trained Model for Antigen Specificity Prediction in Adaptive Immune Receptors.
BIBM
Yang Xiao, Yueshan Huang, Yu Zhao, Fan Xu, Qin Ren, Bing He, Jianhua Yao, Xiao Liu
2023 J jnl
Reweighted Mixup for Subpopulation Shift.
CoRR
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Qinghua Hu, Bingzhe Wu, Changqing Zhang, Jianhua Yao
2023 J jnl
SC-AIR-BERT: a pre-trained single-cell model for predicting the antigen-binding specificity of the adaptive immune receptor.
Briefings Bioinform.
Yu Zhao, Xiaona Su, Weitong Zhang, Sijie Mai, Zhimeng Xu, Chenchen Qin, Rongshan Yu, Bing He, Jianhua Yao
2023 J jnl
Semi-supervised Semantic Segmentation Meets Masked Modeling: Fine-grained Locality Learning Matters in Consistency Regularization.
CoRR
Wentao Pan, Zhe Xu, Jiangpeng Yan, Zihan Wu, Raymond Kai-Yu Tong, Xiu Li, Jianhua Yao
2023 J jnl
Standardized measurement of mid-surface shift of brain based on deep Hough transform.
Comput. Medical Imaging Graph.
Wenxue Zhou, Chenchen Qin, Jianbo Chang, Yixun Liu, Yihao Chen, Ming Feng, Renzhi Wang, Wenming Yang, Jianhua Yao
2023 J jnl
Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images.
Comput. Methods Programs Biomed.
Zhikang Wang, Qian Gao, Xiaoping Yi, Xinyu Zhang, Yiwen Zhang, Daokun Zhang, Pietro Liò, Chris Bain, Richard Bassed, Shanshan Li, Yuming Guo, Seiya Imoto, Jianhua Yao, Roger J. Daly, Jiangning Song
2023 J jnl
Targeting tumor heterogeneity: multiplex-detection-based multiple instance learning for whole slide image classification.
Bioinform.
Zhikang Wang, Yue Bi, Tong Pan, Xiaoyu Wang, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao, Roger J. Daly, Jiangning Song
2023 J jnl
iAMPCN: a deep-learning approach for identifying antimicrobial peptides and their functional activities.
Briefings Bioinform.
Jing Xu, Fuyi Li, Chen Li, Xudong Guo, Cornelia B. Landersdorfer, Hsin-Hui Shen, Anton Y. Peleg, Jian Li, Seiya Imoto, Jianhua Yao, Tatsuya Akutsu, Jiangning Song
2023 J jnl
scMHNN: a novel hypergraph neural network for integrative analysis of single-cell epigenomic, transcriptomic and proteomic data.
Briefings Bioinform.
Wei Li, Bin Xiang, Fan Yang, Yu Rong, Yanbin Yin, Jianhua Yao, Han Zhang
2022 J jnl
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume.
CoRR
Jianye Pang, Cheng Jiang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao
2022 J jnl
Automatic Brain Midline Surface Delineation on 3D CT Images With Intracranial Hemorrhage.
IEEE Trans. Medical Imaging
Dasheng Wu, Haoming Li, Jianbo Chang, Chenchen Qin, Yihao Chen, Yixun Liu, Qinghua Zhang, Bingsheng Huang, Ming Feng, Renzhi Wang, Jianhua Yao
2022 J jnl
Clarion is a multi-label problem transformation method for identifying mRNA subcellular localizations.
Briefings Bioinform.
Yue Bi, Fuyi Li, Xudong Guo, Zhikang Wang, Tong Pan, Yuming Guo, Geoffrey I. Webb, Jianhua Yao, Cangzhi Jia, Jiangning Song
2022 — conf
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images.
ECCV (21)
Jiawei Yang, Hanbo Chen, Yuan Liang, Junzhou Huang, Lei He, Jianhua Yao
2022 J jnl
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images.
CoRR
Jiawei Yang, Hanbo Chen, Yuan Liang, Junzhou Huang, Lei He, Jianhua Yao
2022 J jnl
Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis.
Comput. Medical Imaging Graph.
Jiangpeng Yan, Hanbo Chen, Xiu Li, Jianhua Yao
2022 J jnl
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation.
CoRR
Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao
2022 — conf
Ideal Midsagittal Plane Detection Using Deep Hough Plane Network for Brain Surgical Planning.
MICCAI (8)
Chenchen Qin, Wenxue Zhou, Jianbo Chang, Yihao Chen, Dasheng Wu, Yixun Liu, Ming Feng, Renzhi Wang, Wenming Yang, Jianhua Yao
2022 — conf
Integrating Prior Knowledge with Graph Encoder for Gene Regulatory Inference from Single-cell RNA-Seq Data.
BIBM
Jiawei Li, Fan Yang, Fang Wang, Yu Rong, Peilin Zhao, Shizhan Chen, Jianhua Yao, Jijun Tang, Fei Guo
2022 J jnl
Learning with Noisy Labels over Imbalanced Subpopulations.
CoRR
Mingcai Chen, Yu Zhao, Bing He, Zongbo Han, Bingzhe Wu, Jianhua Yao
2022 J jnl
Multi-level attention graph neural network based on co-expression gene modules for disease diagnosis and prognosis.
Bioinform.
Xiaohan Xing, Fan Yang, Hang Li, Jun Zhang, Yu Zhao, Mingxuan Gao, Junzhou Huang, Jianhua Yao
2022 A* conf
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification.
CVPR
Zongbo Han, Fan Yang, Junzhou Huang, Changqing Zhang, Jianhua Yao
2022 J jnl
Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification.
CoRR
Zhikang Wang, Yue Bi, Tong Pan, Xiaoyu Wang, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao, Jiangning Song
2022 — conf
ReMix: A General and Efficient Framework for Multiple Instance Learning Based Whole Slide Image Classification.
MICCAI (2)
Jiawei Yang, Hanbo Chen, Yu Zhao, Fan Yang, Yao Zhang, Lei He, Jianhua Yao
2022 J jnl
ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification.
CoRR
Jiawei Yang, Hanbo Chen, Yu Zhao, Fan Yang, Yao Zhang, Lei He, Jianhua Yao
2022 — conf
SETMIL: Spatial Encoding Transformer-Based Multiple Instance Learning for Pathological Image Analysis.
MICCAI (2)
Yu Zhao, Zhenyu Lin, Kai Sun, Yidan Zhang, Junzhou Huang, Liansheng Wang, Jianhua Yao
2022 J jnl
Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction.
CoRR
Jiangpeng Yan, ChengHui Yu, Hanbo Chen, Zhe Xu, Junzhou Huang, Xiu Li, Jianhua Yao
2022 A* conf
Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning.
ICLR
Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao
2022 J jnl
Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning.
CoRR
Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao
2022 A* conf
TreeMoCo: Contrastive Neuron Morphology Representation Learning.
NeurIPS
Hanbo Chen, Jiawei Yang, Daniel Maxim Iascone, Lijuan Liu, Lei He, Hanchuan Peng, Jianhua Yao
2022 A* conf
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup.
NeurIPS
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Bingzhe Wu, Changqing Zhang, Jianhua Yao
2022 J jnl
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup.
CoRR
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Bingzhe Wu, Changqing Zhang, Jianhua Yao
2022 J jnl
scBERT as a large-scale pretrained deep language model for cell type annotation of single-cell RNA-seq data.
Nat. Mac. Intell.
Fan Yang, Wenchuan Wang, Fang Wang, Yuan Fang, Duyu Tang, Junzhou Huang, Hui Lu, Jianhua Yao
2021 — conf
3D Brain Midline Delineation for Hematoma Patients.
MICCAI (5)
Chenchen Qin, Haoming Li, Yixun Liu, Hong Shang, Hanqi Pei, Xiaoning Wang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao
2021 — conf
An Interpretable Multi-Level Enhanced Graph Attention Network for Disease Diagnosis with Gene Expression Data.
BIBM
Xiaohan Xing, Fan Yang, Hang Li, Jun Zhang, Yu Zhao, Mingxuan Gao, Junzhou Huang, Jianhua Yao
2021 — conf
DT-MIL: Deformable Transformer for Multi-instance Learning on Histopathological Image.
MICCAI (8)
Hang Li, Fan Yang, Yu Zhao, Xiaohan Xing, Jun Zhang, Mingxuan Gao, Junzhou Huang, Liansheng Wang, Jianhua Yao
2021 — conf
From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks.
MICCAI (8)
Hanbo Chen, Kang Wang, YuYao Zhu, Jiangpeng Yan, Yan Ji, Jingjing Li, Dong Xie, Junzhou Huang, Shuqun Cheng, Jianhua Yao
2021 J jnl
Fusion of medical imaging and electronic health records with attention and multi-head machanisms.
CoRR
Cheng Jiang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao
2021 — conf
Hierarchical Attention Guided Framework for Multi-resolution Collaborative Whole Slide Image Segmentation.
MICCAI (8)
Jiangpeng Yan, Hanbo Chen, Kang Wang, Yan Ji, YuYao Zhu, Jingjing Li, Dong Xie, Zhe Xu, Junzhou Huang, Shuqun Cheng, Xiu Li, Jianhua Yao
2021 — conf
Intracerebral Haemorrhage Growth Prediction Based on Displacement Vector Field and Clinical Metadata.
MICCAI (5)
Ting Xiao, Han Zheng, Xiaoning Wang, Xinghan Chen, Jianbo Chang, Jianhua Yao, Hong Shang, Peng Liu
2021 J jnl
Joint fully convolutional and graph convolutional networks for weakly-supervised segmentation of pathology images.
Medical Image Anal.
Jun Zhang, Zhiyuan Hua, Kezhou Yan, Kuan Tian, Jianhua Yao, Eryun Liu, Mingxia Liu, Xiao Han
2021 — conf
Mining the Associations between V(D)J Gene Segments and COVID-19 Disease Characteristics.
BIBM
Yu Zhao, Yidan Zhang, Zhi-An Huang, Fan Yang, Lei Duan, Jianhua Yao
2021 — conf
Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information.
MICCAI (8)
Hang Li, Fan Yang, Xiaohan Xing, Yu Zhao, Jun Zhang, Yueping Liu, Mengxue Han, Junzhou Huang, Liansheng Wang, Jianhua Yao
2021 A conf
PiPo-Net: A Semi-automatic and Polygon-based Annotation Method for Pathological Images.
IROS
Yuqi Fang, Delong Zhu, Niyun Zhou, Li Liu, Jianhua Yao
2021 — conf
Strongly Supervised Mitosis Detection In Breast Histopathology Images Using Weak Labels.
ISBI
Zihan Wu, Rongbo Shen, Junzhou Huang, Liansheng Wang, Jianhua Yao
2020 — conf
Asynchronous in Parallel Detection and Tracking (AIPDT): Real-Time Robust Polyp Detection.
MICCAI (3)
Zijian Zhang, Hong Shang, Han Zheng, Xiaoning Wang, Jiajun Wang, Zhongqian Sun, Junzhou Huang, Jianhua Yao
2020 J jnl
Blind deblurring for microscopic pathology images using deep learning networks.
CoRR
Cheng Jiang, Jun Liao, Pei Dong, Zhaoxuan Ma, De Cai, Guoan Zheng, Yueping Liu, Hong Bu, Jianhua Yao
2020 J jnl
COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19.
CoRR
Yifan Zhang, Shuaicheng Niu, Zhen Qiu, Ying Wei, Peilin Zhao, Jianhua Yao, Junzhou Huang, Qingyao Wu, Mingkui Tan
2020 — conf
Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry Images.
MICCAI (5)
Haocheng Shen, Kuan Tian, Pei Dong, Jun Zhang, Kezhou Yan, Shannon Che, Jianhua Yao, Pifu Luo, Xiao Han
2020 — conf
Microsatellite Instability Prediction of Uterine Corpus Endometrial Carcinoma Based on H&E Histology Whole-Slide Imaging.
ISBI
Tongxin Wang, Weijia Lu, Fan Yang, Li Liu, Zhongyi Dong, Weimin Tang, Jia Chang, Wenjing Huan, Kun Huang, Jianhua Yao
2020 J jnl
Microscope Based HER2 Scoring System.
CoRR
Jun Zhang, Kuan Tian, Pei Dong, Haocheng Shen, Kezhou Yan, Jianhua Yao, Junzhou Huang, Xiao Han
2020 J jnl
New Boundary Constraint Loss to Facilitate Glands Segmentation.
J. Medical Imaging Health Informatics
Weijia Lu, Jianhua Yao, Xiao Han, Haocheng Shen
2020 A* conf
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution.
CVPR
Yu Zhao, Fan Yang, Yuqi Fang, Hailing Liu, Niyun Zhou, Jun Zhang, Jiarui Sun, Sen Yang, Bjoern H. Menze, Xinjuan Fan, Jianhua Yao
2020 J jnl
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data.
IEEE Trans. Medical Imaging
Ling Zhang, Le Lu, Xiaosong Wang, Robert Zhu, Mohammadhadi Bagheri, Ronald M. Summers, Jianhua Yao
2020 — conf
Supervised Augmentation: Leverage Strong Annotation for Limited Data.
ISBI
Han Zheng, Hong Shang, Zhongqian Sun, Xinghui Fu, Jianhua Yao, Junzhou Huang
2020 J jnl
Unsupervised domain adaptation with adversarial learning for mass detection in mammogram.
Neurocomputing
Rongbo Shen, Jianhua Yao, Kezhou Yan, Kuan Tian, Cheng Jiang, Ke Zhou
2020 — conf
Weakly-Supervised Nucleus Segmentation Based on Point Annotations: A Coarse-to-Fine Self-Stimulated Learning Strategy.
MICCAI (5)
Kuan Tian, Jun Zhang, Haocheng Shen, Kezhou Yan, Pei Dong, Jianhua Yao, Shannon Che, Pifu Luo, Xiao Han
2019 — conf
A Semi-Supervised CNN Learning Method with Pseudo-class Labels for Atherosclerotic Vascular Calcification Detection.
ISBI
Jiamin Liu, Jianhua Yao, Mohammadhadi Bagheri, Veit Sandfort, Ronald M. Summers
2019 — conf
A semi-supervised CNN learning method with pseudo-class labels for vascular calcification detection on low dose CT scans.
Computer-Aided Diagnosis
Jiamin Liu, Jianhua Yao, Mohammadhadi Bagheri, Ronald M. Summers
2019 J jnl
Automatic Mapping of CT Scan Locations on Computational Human Phantoms for Organ Dose Estimation.
J. Digit. Imaging
Choonsik Lee, Gleb A. Kuzmin, Jinyong Bae, Jianhua Yao, Elizabeth Mosher, Les R. Folio
2019 — ed.
Computational Methods and Clinical Applications in Musculoskeletal Imaging - 6th International Workshop, MSKI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
MSKI@MICCAI
Tomaz Vrtovec, Jianhua Yao, Guoyan Zheng, José María Pozo
2019 — conf
Efficient Mitosis Detection in Breast Cancer Histology Images by RCNN.
ISBI
De Cai, Xianhe Sun, Niyun Zhou, Xiao Han, Jianhua Yao
2019 — conf
Enhanced Cycle-Consistent Generative Adversarial Network for Color Normalization of H&E Stained Images.
MICCAI (1)
Niyun Zhou, De Cai, Xiao Han, Jianhua Yao
2019 J jnl
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks.
IEEE Access
Haoming Lin, Yuyang Hu, Siping Chen, Jianhua Yao, Ling Zhang
2019 — conf
From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification.
MICCAI (1)
Yifan Zhang, Hanbo Chen, Ying Wei, Peilin Zhao, Jiezhang Cao, Xinjuan Fan, Xiaoying Lou, Hailing Liu, Jinlong Hou, Xiao Han, Jianhua Yao, Qingyao Wu, Mingkui Tan, Junzhou Huang
2019 — conf
Polyp Tracking in Video Colonoscopy Using Optical Flow With an On-The-Fly Trained CNN.
ISBI
He Zheng, Hanbo Chen, Junzhou Huang, XuZhi Li, Xiao Han, Jianhua Yao
2019 — conf
Rectified Cross-Entropy and Upper Transition Loss for Weakly Supervised Whole Slide Image Classifier.
MICCAI (1)
Hanbo Chen, Xiao Han, Xinjuan Fan, Xiaoying Lou, Hailing Liu, Junzhou Huang, Jianhua Yao
2019 J jnl
Spatial-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data.
CoRR
Ling Zhang, Le Lu, Robert Zhu, Mohammadhadi Bagheri, Ronald M. Summers, Jianhua Yao
2019 — ch.
Tumor Growth Prediction Using Convolutional Networks.
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
2018 — ed.
Computational Methods and Clinical Applications in Musculoskeletal Imaging - 5th International Workshop, MSKI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Revised Selected Papers
MSKI@MICCAI
Ben Glocker, Jianhua Yao, Tomaz Vrtovec, Alejandro F. Frangi, Guoyan Zheng
2018 J jnl
Convolutional Invasion and Expansion Networks for Tumor Growth Prediction.
CoRR
Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
2018 J jnl
Convolutional Invasion and Expansion Networks for Tumor Growth Prediction.
IEEE Trans. Medical Imaging
Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
2018 J jnl
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans.
CoRR
Zhihui Guo, Ling Zhang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Milan Sonka, Jianhua Yao
2018 — conf
Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans.
ISBI
Zhihui Quo, Ling Zhang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Milan Sonka, Jianhua Yao
2018 J jnl
DeepPap: Deep Convolutional Networks for Cervical Cell Classification.
CoRR
Ling Zhang, Le Lu, Isabella Nogues, Ronald M. Summers, Shaoxiong Liu, Jianhua Yao
2018 J jnl
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks.
CoRR
Haoming Lin, Yuyang Hu, Siping Chen, Jianhua Yao, Ling Zhang
2018 J jnl
Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation.
CoRR
Ling Zhang, Vissagan Gopalakrishnan, Le Lu, Ronald M. Summers, Joel Moss, Jianhua Yao
2018 — conf
Self-learning to detect and segment cysts in lung CT images without manual annotation.
ISBI
Ling Zhang, Vissagan Gopalakrishnan, Le Lu, Ronald M. Summers, Joel Moss, Jianhua Yao
2018 — conf
Tracking diaphragm and chest wall movement on cine-MRI.
ISBI
Jianhua Yao, Robert Zhu, Pomi Yun, Nathan Hsieh, William Kovacs, Andrew E. Arai, Ami Mankodi, Ronald M. Summers, A. Reghan Foley, Carsten G. Bönnemann
2017 — conf
Atherosclerotic vascular calcification detection and segmentation on low dose computed tomography scans using convolutional neural networks.
ISBI
Karthik Chellamuthu, Jiamin Liu, Jianhua Yao, Mohammadhadi Bagheri, Le Lu, Veit Sandfort, Ronald M. Summers
2017 — conf
Combining fully convolutional networks and graph-based approach for automated segmentation of cervical cell nuclei.
ISBI
Ling Zhang, Milan Sonka, Le Lu, Ronald M. Summers, Jianhua Yao
2017 J jnl
CorteXpert: A model-based method for automatic renal cortex segmentation.
Medical Image Anal.
Dehui Xiang, Ulas Bagci, Chao Jin, Fei Shi, Weifang Zhu, Jianhua Yao, Milan Sonka, Xinjian Chen
2017 J jnl
DeepPap: Deep Convolutional Networks for Cervical Cell Classification.
IEEE J. Biomed. Health Informatics
Ling Zhang, Le Lu, Isabella Nogues, Ronald M. Summers, Shaoxiong Liu, Jianhua Yao
2017 — ch.
Efficient False Positive Reduction in Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation.
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Holger R. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin M. Cherry, Lauren Kim, Ronald M. Summers
2017 — conf
Holistic Segmentation of Intermuscular Adipose Tissues on Thigh MRI.
MICCAI (1)
Jianhua Yao, William Kovacs, Nathan Hsieh, Chia-Ying Liu, Ronald M. Summers
2017 — ch.
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Image Database.
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers
2017 J jnl
Pancreatic Tumor Growth Prediction With Elastic-Growth Decomposition, Image-Derived Motion, and FDM-FEM Coupling.
IEEE Trans. Medical Imaging
Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
2017 — conf
Pelvic artery calcification detection on CT scans using convolutional neural networks.
Computer-Aided Diagnosis
Jiamin Liu, Le Lu, Jianhua Yao, Mohammadhadi Bagheri, Ronald M. Summers
2017 — conf
Personalized Pancreatic Tumor Growth Prediction via Group Learning.
MICCAI (2)
Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
2017 J jnl
Personalized Pancreatic Tumor Growth Prediction via Group Learning.
CoRR
Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
2017 — conf
Texture analysis of common renal masses in multiple MR sequences for prediction of pathology.
Computer-Aided Diagnosis
Uyen N. Hoang, Ashkan A. Malayeri, Nathan S. Lay, Ronald M. Summers, Jianhua Yao
2017 — ch.
Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging.
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel J. Mollura, Ronald M. Summers
2017 A conf
Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition.
WACV
Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao, Ronald M. Summers
2017 J jnl
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition.
CoRR
Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao, Ronald M. Summers
2016 J jnl
A multi-center milestone study of clinical vertebral CT segmentation.
Comput. Medical Imaging Graph.
Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li
2016 — conf
CT thermometry for cone-beam CT guided ablation.
Image-Guided Procedures
Zachary DeStefano, Nadine Abi-Jaoudeh, Ming Li, Bradford J. Wood, Ronald M. Summers, Jianhua Yao
2016 — ed.
Computational Methods and Clinical Applications for Spine Imaging - 4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
CSI@MICCAI
Jianhua Yao, Tomaz Vrtovec, Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, Shuo Li
2016 — ed.
Computational Methods and Clinical Applications for Spine Imaging - Third International Workshop and Challenge, CSI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers
CSI@MICCAI
Tomaz Vrtovec, Jianhua Yao, Ben Glocker, Tobias Klinder, Alejandro F. Frangi, Guoyan Zheng, Shuo Li
2016 J jnl
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning.
CoRR
Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel J. Mollura, Ronald M. Summers
2016 J jnl
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning.
IEEE Trans. Medical Imaging
Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel J. Mollura, Ronald M. Summers
2016 — conf
Deep convolutional networks for automated detection of posterior-element fractures on spine CT.
Computer-Aided Diagnosis
Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers
2016 J jnl
Deep convolutional networks for automated detection of posterior-element fractures on spine CT.
CoRR
Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers
2016 — conf
Detection of Degenerative Osteophytes of the Spine on PET/CT Using Region-Based Convolutional Neural Networks.
CSI@MICCAI
Yinong Wang, Jianhua Yao, Joseph E. Burns, Jiamin Liu, Ronald M. Summers
2016 — conf
Differentiation of fat, muscle, and edema in thigh MRIs using random forest classification.
Computer-Aided Diagnosis
William Kovacs, Chia-Ying Liu, Ronald M. Summers, Jianhua Yao
2016 — conf
Identification of muscle and subcutaneous and intermuscular adipose tissue on thigh MRI of muscular dystrophy.
ISBI
William Kovacs, Chia-Ying Liu, Ronald M. Summers, Jianhua Yao
2016 J jnl
Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation.
IEEE Trans. Medical Imaging
Holger R. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin M. Cherry, Lauren Kim, Ronald M. Summers
2016 J jnl
Improving Vertebra Segmentation through Joint Vertebra-Rib Atlases.
CoRR
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
2016 — conf
Improving vertebra segmentation through joint vertebra-rib atlases.
Computer-Aided Diagnosis
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
2016 J jnl
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation.
J. Mach. Learn. Res.
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers
2016 A* conf
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation.
CVPR
Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M. Summers
2016 J jnl
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation.
CoRR
Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M. Summers
2016 J jnl
Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT.
CoRR
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
2016 J jnl
Open-Source Radiation Exposure Extraction Engine (RE3) with Patient-Specific Outlier Detection.
J. Digit. Imaging
Samuel J. Weisenthal, Les R. Folio, William Kovacs, Ari Seff, Vana Derderian, Ronald M. Summers, Jianhua Yao
2016 J jnl
Osteoporotic and Neoplastic Compression Fracture Classification on Longitudinal CT.
CoRR
Yinong Wang, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
2016 — conf
Osteoporotic and neoplastic compression fracture classification on longitudinal CT.
ISBI
Yinong Wang, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
2016 J jnl
Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach.
Int. J. Comput. Assist. Radiol. Surg.
Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke, Ronald M. Summers, Jianhua Yao
2016 J jnl
Retrieval, visualization, and mining of large radiation dosage data.
Inf. Retr. J.
William Kovacs, Samuel Weisenthal, Les R. Folio, Qiaoyi Li, Ronald M. Summers, Jianhua Yao
2016 J jnl
Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database.
CoRR
Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Isabella Nogues, Jianhua Yao, Ronald M. Summers
2015 — conf
Anatomy-specific classification of medical images using deep convolutional nets.
ISBI
Holger R. Roth, Christopher T. Lee, Hoo-Chang Shin, Ari Seff, Lauren Kim, Jianhua Yao, Le Lu, Ronald M. Summers
2015 J jnl
Anatomy-specific classification of medical images using deep convolutional nets.
CoRR
Holger R. Roth, Christopher T. Lee, Hoo-Chang Shin, Ari Seff, Lauren Kim, Jianhua Yao, Le Lu, Ronald M. Summers
2015 — conf
Automated segmentation of the thyroid gland on CT using multi-atlas label fusion and random forest.
ISBI
Jiamin Liu, Divya Narayanan, Kevin W. Chang, Lauren Kim, Evrim Turkbey, Le Lu, Jianhua Yao, Ronald M. Summers
2015 — conf
Automated segmentation of thyroid gland on CT images with multi-atlas label fusion and random classification forest.
Computer-Aided Diagnosis
Jiamin Liu, Kevin W. Chang, Lauren Kim, Evrim Turkbey, Le Lu, Jianhua Yao, Ronald M. Summers
2015 — conf
Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM.
MICCAI (2)
Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke, Ronald M. Summers, Jianhua Yao
2015 J jnl
Computer-aided detection of exophytic renal lesions on non-contrast CT images.
Medical Image Anal.
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2015 — conf
Dynamic cortex stripping for vertebra evaluation.
Computer-Aided Diagnosis
James Stieger, Joseph E. Burns, Jianhua Yao, Ronald M. Summers
2015 J jnl
Guest Editorial Special Issue on Spine Imaging, Image-Based Modeling, and Image Guided Intervention.
IEEE Trans. Medical Imaging
Shuo Li, Jianhua Yao, Nassir Navab
2015 J jnl
Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation.
CoRR
Holger R. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin M. Cherry, Lauren Kim, Ronald M. Summers
2015 J jnl
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation.
CoRR
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers
2015 A* conf
Interleaved text/image Deep Mining on a large-scale radiology database.
CVPR
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers
2015 — conf
Multi-atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT.
CSI@MICCAI
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
2015 — conf
Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification.
Computer-Aided Diagnosis
Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke, Ronald M. Summers, Jianhua Yao
2015 — conf
Pancreatic Tumor Growth Prediction with Multiplicative Growth and Image-Derived Motion.
IPMI
Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
2015 J jnl
Tumor growth prediction with reaction-diffusion and hyperelastic biomechanical model by physiological data fusion.
Medical Image Anal.
Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
2014 J jnl
Augment low-field intra-operative MRI with preoperative MRI using a hybrid non-rigid registration method.
Comput. Methods Programs Biomed.
Chengjun Yao, Yixun Liu, Jianhua Yao, Dongxiao Zhuang, Jinsong Wu, Zhiyong Qin, Ying Mao, LiangFu Zhou
2014 — conf
Automated extraction of anatomic landmarks on vertebrae based on anatomic knowledge and geometrical constraints.
ISBI
Jianhua Yao, Joseph E. Burns, Sasha Getty, James Stieger, Ronald M. Summers
2014 J jnl
Computer aided detection of epidural masses on computed tomography scans.
Comput. Medical Imaging Graph.
Jiamin Liu, Sanket Pattanaik, Jianhua Yao, Evrim Turkbey, Weidong Zhang, Xiao Zhang, Ronald M. Summers
2014 J jnl
Cortical shell unwrapping for vertebral body abnormality detection on computed tomography.
Comput. Medical Imaging Graph.
Jianhua Yao, Joseph E. Burns, Hector Munoz, Ronald M. Summers
2014 — conf
Detection and station mapping of mediastinal lymph nodes on thoracic computed tomography using spatial prior from multi-atlas label fusion.
ISBI
Jiamin Liu, Jocelyn Zhao, Joanne Hoffman, Jianhua Yao, Le Lu, Evrim Turkbey, Christine Kim, Ronald M. Summers
2014 J jnl
Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network Classifications.
CoRR
Holger R. Roth, Jianhua Yao, Le Lu, James Stieger, Joseph E. Burns, Ronald M. Summers
2014 B conf
Locally constrained active contour: a region-based level set for ovarian cancer metastasis segmentation.
Image Processing
Jianfei Liu, Jianhua Yao, Shijun Wang, Marius George Linguraru, Ronald M. Summers
2014 — conf
Mediastinal lymph node detection on thoracic CT scans using spatial prior from multi-atlas label fusion.
Computer-Aided Diagnosis
Jiamin Liu, Jocelyn Zhao, Joanne Hoffman, Jianhua Yao, Weidong Zhang, Evrim B. Turkbey, Shijun Wang, Christine Kim, Ronald M. Summers
2014 — conf
Multilevel image recognition using discriminative patches and kernel covariance descriptor.
Computer-Aided Diagnosis
Le Lu, Jianhua Yao, Evrim Turkbey, Ronald M. Summers
2014 J jnl
Patient specific tumor growth prediction using multimodal images.
Medical Image Anal.
Yixun Liu, Samira M. Sadowski, Allison B. Weisbrod, Electron Kebebew, Ronald M. Summers, Jianhua Yao
2014 — conf
Reducing false positives of small bowel segmentation on CT scans by localizing colon regions.
Computer-Aided Diagnosis
Weidong Zhang, Jiamin Liu, Jianhua Yao, Ronald M. Summers
2014 B conf
Robust automated lymph node segmentation with random forests.
Image Processing
David Allen, Le Lu, Jianhua Yao, Jiamin Liu, Evrim Turkbey, Ronald M. Summers
2014 — conf
Tumor Growth Prediction with Hyperelastic Biomechanical Model, Physiological Data Fusion, and Nonlinear Optimization.
MICCAI (2)
Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
2014 J jnl
Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT.
Medical Image Anal.
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2014 — conf
Vertebral degenerative disc disease severity evaluation using random forest classification.
Computer-Aided Diagnosis
Hector E. Munoz, Jianhua Yao, Joseph E. Burns, Yasuyuki Pham, James Stieger, Ronald M. Summers
2013 — conf
A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases.
MICCAI (2)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2013 — conf
Augmenting tumor sensitive matching flow to improve detection and segmentation of ovarian cancer metastases within a PDE framework.
ISBI
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2013 J jnl
Automatic Segmentation and Measurement of Pleural Effusions on CT.
IEEE Trans. Biomed. Eng.
Jianhua Yao, John Bliton, Ronald M. Summers
2013 — conf
Automatic anatomical labeling of abdominal arteries for small bowel evaluation on 3D CT scans.
ISBI
Weidong Zhang, Jiamin Liu, Jianhua Yao, Ronald M. Summers
2013 B conf
Build 4-dimensional myocardial model for dynamic CT images.
Image Processing
Yixun Liu, Songtao Liu, Albert C. Lardo, Karl H. Schuleri, Marcelo S. Nacif, David A. Bluemke, Ronald M. Summers, Jianhua Yao
2013 — conf
Computer assisted measurement of femoral cortex thickening on radiographs.
Computer-Aided Diagnosis
Jianhua Yao, Yixun Liu, Foster Chen, Ronald M. Summers, Timothy Bhattacharyya
2013 — conf
Computer-aided detection of colitis on computed tomography using a visual codebook.
ISBI
Zhuoshi Wei, Weidong Zhang, Jianfei Liu, Shijun Wang, Jianhua Yao, Ronald M. Summers
2013 — conf
Detection of vertebral degenerative disc disease based on cortical shell unwrapping.
Computer-Aided Diagnosis
Hector E. Muñoz, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
2013 J jnl
Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images.
Medical Image Anal.
Ulas Bagci, Jayaram K. Udupa, Neil Mendhiratta, Brent Foster, Ziyue Xu, Jianhua Yao, Xinjian Chen, Daniel J. Mollura
2013 J jnl
Kidney Tumor Growth Prediction by Coupling Reaction-Diffusion and Biomechanical Model.
IEEE Trans. Biomed. Eng.
Xinjian Chen, Ronald M. Summers, Jianhua Yao
2013 — conf
Manifold Diffusion for Exophytic Kidney Lesion Detection on Non-contrast CT Images.
MICCAI (1)
Jianfei Liu, Shijun Wang, Jianhua Yao, Marius George Linguraru, Ronald M. Summers
2013 J jnl
Mesenteric Vasculature-Guided Small Bowel Segmentation on 3-D CT.
IEEE Trans. Medical Imaging
Weidong Zhang, Jiamin Liu, Jianhua Yao, Adeline Louie, Tan B. Nguyen, Stephen Wank, Wieslaw L. Nowinski, Ronald M. Summers
2013 — conf
Multimodal Image Driven Patient Specific Tumor Growth Modeling.
MICCAI (3)
Yixun Liu, Samira M. Sadowski, Allison B. Weisbrod, Electron Kebebew, Ronald M. Summers, Jianhua Yao
2013 — conf
Segmenting the thoracic, abdominal and pelvic musculature on CT scans combining atlas-based model and active contour model.
Computer-Aided Diagnosis
Weidong Zhang, Jiamin Liu, Jianhua Yao, Ronald M. Summers
2013 J jnl
Synergistic combination of clinical and imaging features predicts abnormal imaging patterns of pulmonary infections.
Comput. Biol. Medicine
Ulas Bagci, Kirsten Miller-Jaster, Kenneth N. Olivier, Jianhua Yao, Daniel J. Mollura
2013 — conf
Tumor growth modeling based on dual phase CT and FDG-PET.
ISBI
Yixun Liu, Samira M. Sadowski, Allison B. Weisbrod, Electron Kebebew, Ronald M. Summers, Jianhua Yao
2012 J jnl
A Framework of Whole Heart Extracellular Volume Fraction Estimation for Low-Dose Cardiac CT Images.
IEEE Trans. Inf. Technol. Biomed.
Xinjian Chen, Marcelo S. Nacif, Songtao Liu, Christopher T. Sibley, Ronald M. Summers, David A. Bluemke, Jianhua Yao
2012 — conf
A Fully Automated Framework for Renal Cortex Segmentation.
Abdominal Imaging
Xinjian Chen, Hemin Zhao, Jianhua Yao
2012 — conf
A cross-platform and distributive database system for cumulative tumor measurement.
EMBC
Jiaxin Huang, David A. Bluemke, Xiao Zhang, Ronald M. Summers, Les R. Folio, Jianhua Yao
2012 B conf
A framework of whole heart extracellular volume fraction estimation for low dose cardiac CT images.
Image Processing
Xinjian Chen, Ronald M. Summers, Marcelo S. Nacif, Songtao Liu, David A. Bluemke, Jianhua Yao
2012 — conf
Automated detection of pelvic fractures from volumetric CT images.
ISBI
Ananda S. Chowdhury, Joseph E. Burns, Arka Mukherjee, Bhaskar Sen, Jianhua Yao, Ronald M. Summers
2012 J jnl
Automatic Detection and Quantification of Tree-in-Bud (TIB) Opacities From CT Scans.
IEEE Trans. Biomed. Eng.
Ulas Bagci, Jianhua Yao, Albert Wu, Jesus Caban, Tara N. Palmore, Anthony F. Suffredini, Omer Aras, Daniel J. Mollura
2012 J jnl
Automatic Renal Cortex Segmentation Using Implicit Shape Registration and Novel Multiple Surfaces Graph Search.
IEEE Trans. Medical Imaging
Xiuli Li, Xinjian Chen, Jianhua Yao, Xing Zhang, Fei Yang, Jian Tian
2012 — conf
Automatic detection and segmentation of abdominopelvic lymph nodes on computed tomography scans.
ISBI
Jiamin Liu, Chin-Hsiang Feng, Jeremy Hua, Jianhua Yao, Jacob M. White, Ronald M. Summers
2012 — conf
Automatic quantification of Tree-in-Bud patterns from CT scans.
ISBI
Ulas Bagci, Kirsten Miller-Jaster, Jianhua Yao, Albert Wu, Jesus Caban, Kenneth N. Olivier, Omer Aras, Daniel J. Mollura
2012 — conf
Co-segmentation of Functional and Anatomical Images.
MICCAI (3)
Ulas Bagci, Jayaram K. Udupa, Jianhua Yao, Daniel J. Mollura
2012 — conf
Computer-aided marginal artery detection on computed tomographic colonography.
Computer-Aided Diagnosis
Zhuoshi Wei, Jianhua Yao, Shijun Wang, Jiamin Liu, Ronald M. Summers
2012 — conf
Computer-aided mesenteric small vessel segmentation on high-resolution 3D contrast-enhanced CT angiography scans.
Computer-Aided Diagnosis
Weidong Zhang, Jiamin Liu, Jianhua Yao, Tan Nguyen, Adeline Louie, Stephen Wank, Ronald M. Summers
2012 J jnl
Computer-assisted detection of infectious lung diseases: A review.
Comput. Medical Imaging Graph.
Ulas Bagci, Mike Bray, Jesus Caban, Jianhua Yao, Daniel J. Mollura
2012 J jnl
Corrigendum to "Computer-assisted detection of infectious lung diseases: A review" [Comput. Med. Imag. Graph. 36(2012) 72-84].
Comput. Medical Imaging Graph.
Ulas Bagci, Mike Bray, Jesus Caban, Jianhua Yao, Daniel J. Mollura
2012 — conf
Detection of Vertebral Body Fractures Based on Cortical Shell Unwrapping.
MICCAI (3)
Jianhua Yao, Joseph E. Burns, Hector Munoz, Ronald M. Summers
2012 — conf
Detection of sclerotic bone metastases in the spine using watershed algorithm and graph cut.
Computer-Aided Diagnosis
Tatjana Wiese, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
2012 J jnl
Enhancing Image Analytic Tools by Fusing Quantitative Physiological Values with Image Features.
J. Digit. Imaging
Jesus Caban, Jianhua Yao, Daniel J. Mollura
2012 J jnl
Erratum to "Automatic Renal Cortex Segmentation Using Implicit Shape Registration and Novel Multiple Surfaces Graph Search".
IEEE Trans. Medical Imaging
Xiuli Li, Xinjian Chen, Jianhua Yao, Xing Zhang, Fei Yang, Jie Tian
2012 — conf
High precision semi-automated vertebral height measurement using computed tomography: A phantom study.
EMBC
Sovira Tan, Jianhua Yao, Lawrence Yao, Michael M. Ward
2012 B conf
Incorporation of physical constraints in optimal surface search for renal cortex segmentation.
Image Processing
Xiuli Li, Xinjian Chen, Jianhua Yao, Xing Zhang, Jie Tian
2012 — conf
Integration of a Multigrid ODE solver into an open medical simulation framework.
EMBC
Xunlei Wu, Jianhua Yao, Andinet Enquobahrie, Huai-Ping Lee, Michel A. Audette
2012 J jnl
Medical Image Segmentation by Combining Graph Cuts and Oriented Active Appearance Models.
IEEE Trans. Image Process.
Xinjian Chen, Jayaram K. Udupa, Ulas Bagci, Ying Zhuge, Jianhua Yao
2012 — conf
Mesenteric vasculature-guided small bowel segmentation on high-resolution 3D CT angiography scans.
ISBI
Weidong Zhang, Jiamin Liu, Jianhua Yao, Tan B. Nguyen, Adeline Louie, Stephen Wank, Wieslaw L. Nowinski, Ronald M. Summers
2012 — conf
Point-guided modeling and segmentation of myocardium for low dose cardiac CT images.
EMBC
Yixun Liu, Marcelo Souto Nacif, Songtao Liu, Christopher T. Sibley, David A. Bluemke, Ronald M. Summers, Jianhua Yao
2012 J jnl
Predicting Polyp Location on Optical Colonoscopy From CT Colonography by Minimal-Energy Curve Modeling of the Colonoscope Path.
IEEE Trans. Biomed. Eng.
Jiamin Liu, Kevin W. Chang, Jianhua Yao, Ronald M. Summers
2012 — conf
Quantitative vertebral compression fracture evaluation using a height compass.
Computer-Aided Diagnosis
Jianhua Yao, Joseph E. Burns, Tatjana Wiese, Ronald M. Summers
2012 — conf
ROC-like optimization by sample ranking: Application to CT colonography.
ISBI
Shijun Wang, Matthew McKenna, Nicholas Petrick, Berkman Sahiner, Marius George Linguraru, Zhuoshi Wei, Jianhua Yao, Ronald M. Summers
2012 — conf
Sclerotic rib metastases detection on routine CT images.
ISBI
Jianhua Yao, Joseph E. Burns, Ronald M. Summers
2012 — conf
Supine and prone CT colonography registration by matching graphs of teniae coli.
ISBI
Zhuoshi Wei, Shijun Wang, Nicholas Petrick, Jianhua Yao, Senthil Periaswamy, Ronald M. Summers
2011 — conf
A graph-theoretic approach for segmentation of PET images.
EMBC
Ulas Bagci, Jianhua Yao, Jesus Caban, Evrim Turkbey, Omer Aras, Daniel J. Mollura
2011 — conf
Abdominal multi-organ localization on contrast-enhanced CT based on maximum a posteriori probability and minimum volume overlap.
ISBI
Xiaofeng Liu, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2011 B conf
Automatic 3D kidney segmentation based on shape constrained GC-OAAM.
Image Processing
Xinjian Chen, Ronald M. Summers, Jianhua Yao
2011 — conf
Automatic colonic polyp shape determination using content-based image retrieval.
Computer-Aided Diagnosis
Javed M. Aman, Jianhua Yao, Ronald M. Summers
2011 — conf
Automatic detection of tree-in-bud patterns for computer assisted diagnosis of respiratory tract infections.
EMBC
Ulas Bagci, Jianhua Yao, Jesus Caban, Tara N. Palmore, Anthony F. Suffredini, Daniel J. Mollura
2011 — conf
Computer-aided abdominal lymph node detection using contrast-enhanced CT images.
Computer-Aided Diagnosis
Jiamin Liu, Jeremy Hua, Jianhua Yao, Jacob M. White, Ronald M. Summers
2011 — conf
Computer-aided assessment of pulmonary disease in novel swine-origin H1N1 influenza on CT.
Computer-Aided Diagnosis
Jianhua Yao, Andrew J. Dwyer, Ronald M. Summers, Daniel J. Mollura
2011 — conf
Computer-aided detection of sclerotic bone metastases in the spine using watershed algorithm and support vector machines.
ISBI
Tatjana Wiese, Joseph E. Burns, Jianhua Yao, Ronald M. Summers
2011 — conf
Computer-aided teniae coli detection using height maps from computed tomographic colonography images.
Computer-Aided Diagnosis
Zhuoshi Wei, Jianhua Yao, Shijun Wang, Ronald M. Summers
2011 B conf
Detection of pelvic fractures using graph cuts and curvatures.
ICIP
Ananda S. Chowdhury, Joseph E. Burns, Bhaskar Sen, Arka Mukherjee, Jianhua Yao, Ronald M. Summers
2011 — conf
Enhancing image classification models with multi-modal biomarkers.
Computer-Aided Diagnosis
Jesus J. Caban, David Liao, Jianhua Yao, Daniel J. Mollura, Bernadette Gochuico, Terry S. Yoo
2011 J jnl
FEM-Based 3-D Tumor Growth Prediction for Kidney Tumor.
IEEE Trans. Biomed. Eng.
Xinjian Chen, Ronald M. Summers, Jianhua Yao
2011 — conf
Improved 3D automatic segmentation and measurement of pleural effusions.
ISBI
John Bliton, Jianhua Yao, Mark Bi, Ronald M. Summers
2011 J jnl
Learning Shape and Texture Characteristics of CT Tree-in-Bud Opacities for CAD Systems
CoRR
Ulas Bagci, Jianhua Yao, Jesus Caban, Anthony F. Suffredini, Tara N. Palmore, Daniel J. Mollura
2011 — conf
Learning Shape and Texture Characteristics of CT Tree-in-Bud Opacities for CAD Systems.
MICCAI (3)
Ulas Bagci, Jianhua Yao, Jesus Caban, Anthony F. Suffredini, Tara N. Palmore, Daniel J. Mollura
2011 — conf
Monitoring pulmonary fibrosis by fusing clinical, physiological, and computed tomography features.
EMBC
Jesus J. Caban, Jianhua Yao, Ulas Bagci, Daniel J. Mollura
2011 B conf
Nonlinear band expansion and nonnegative matrix underapproximation for unsupervised segmentation of a liver from a multi-phase CT image.
Image Processing
Ivica Kopriva, Xinjian Chen, Jianhua Yao
2011 — conf
Renal Cortex Segmentation Using Optimal Surface Search with Novel Graph Construction.
MICCAI (3)
Xiuli Li, Xinjian Chen, Jianhua Yao, Xing Zhang, Jie Tian
2010 B conf
3D automatic anatomy segmentation based on graph cut-oriented active appearance models.
ICIP
Xinjian Chen, Jianhua Yao, Ying Zhuge, Ulas Bagci
2010 B conf
Automated fat measurement and segmentation with intensity inhomogeneity correction.
Image Processing
Daniel Lewis Sussman, Jianhua Yao, Ronald M. Summers
2010 — conf
Automated measurement and segmentation of abdominal adipose tissue in MRI.
ISBI
Daniel Lewis Sussman, Jianhua Yao, Ronald M. Summers
2010 — conf
Characterizing Colonic Detections in CT Colonography Using Curvature-Based Feature Descriptor and Bag-of-Words Model.
Virtual Colonoscopy and Abdominal Imaging
Javed M. Aman, Ronald M. Summers, Jianhua Yao
2010 J jnl
Colonic fold detection from computed tomographic colonography images using diffusion-FCM and level sets.
Pattern Recognit. Lett.
Ananda S. Chowdhury, Sovira Tan, Jianhua Yao, Ronald M. Summers
2010 J jnl
Combining Statistical and Geometric Features for Colonic Polyp Detection in Ctc Based on Multiple Kernel Learning.
Int. J. Comput. Intell. Appl.
Shijun Wang, Jianhua Yao, Nicholas Petrick, Ronald M. Summers
2010 — conf
Content-based image retrieval on CT colonography using rotation and scale invariant features and bag-of-words model.
ISBI
Javed M. Aman, Jianhua Yao, Ronald M. Summers
2010 — conf
FEM Based 3D Tumor Growth Prediction for Kidney Tumor.
MIAR
Xinjian Chen, Ronald M. Summers, Jianhua Yao
2010 B conf
Improved method for predicting polyp location from CT colonography for optical colonoscopy.
ICIP
Kevin W. Chang, Jiamin Liu, Jianhua Yao, Ronald M. Summers
2010 — conf
Matching colonic polyps using correlation optimized warping.
Computer-Aided Diagnosis
Shijun Wang, Jianhua Yao, Nicholas Petrick, Ronald M. Summers
2010 — conf
Organ Pose Distribution Model and an MAP Framework for Automated Abdominal Multi-organ Localization.
MIAR
Xiaofeng Liu, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2010 — conf
Prediction of polyp histology on CT colonography using content-based image retrieval.
Computer-Aided Diagnosis
Javed M. Aman, Jianhua Yao, Ronald M. Summers
2010 — conf
Realistic colon simulation in CT colonography using mesh skinning.
Image-Guided Procedures
Jianhua Yao, Ananda S. Chowdhury, Ronald M. Summers
2010 J jnl
Reversible Projection Technique for Colon Unfolding.
IEEE Trans. Biomed. Eng.
Jianhua Yao, Ananda S. Chowdhury, Javed M. Aman, Ronald M. Summers
2010 — conf
Template method to improve brain segmentation from inhomogeneous brain magnetic resonance images at high fields.
ISBI
Marcelo Adrián Castro, Jianhua Yao, Yuxi Pang, Eva Baker, John A. Butman, David Thomasson
2010 J jnl
Template-Based B
IEEE Trans. Medical Imaging
Marcelo Adrián Castro, Jianhua Yao, Yuxi Pang, Christabel Lee, Eva Baker, John A. Butman, Iordanis E. Evangelou, David Thomasson
2010 — conf
Teniae Coli Extraction in Human Colon for Computed Tomographic Colonography Images.
Virtual Colonoscopy and Abdominal Imaging
Zhuoshi Wei, Jianhua Yao, Shijun Wang, Ronald M. Summers
2010 B conf
Tracking kidney tumor dimensional measurements via image morphing.
ICIP
Nathaniel Strawn, Jianhua Yao
2009 J jnl
Breast Tumor Analysis in Dynamic Contrast Enhanced MRI Using Texture Features and Wavelet Transform.
IEEE J. Sel. Top. Signal Process.
Jianhua Yao, Jeremy Chen, Catherine Chow
2009 — conf
Centerline Registration of Prone and Supine CT Colonography Scans Based on Correlation Optimized Warping and Anatomical Landmarks.
ISBI
Shijun Wang, Jianhua Yao, Jiamin Liu, Nicholas Petrick, Ronald M. Summers
2009 — conf
Combining heterogeneous features for colonic polyp detection in CTC based on semi-definite programming.
Computer-Aided Diagnosis
Shijun Wang, Jianhua Yao, Nicholas A. Petrick, Ronald M. Summers
2009 — conf
Computer Aided Evaluation of Pleural Effusion Using Chest CT Images.
ISBI
Jianhua Yao, Wei Han, Ronald M. Summers
2009 J jnl
Digital image processing and pattern recognition techniques for the detection of cancer.
Pattern Recognit.
Jinshan Tang, Rangaraj M. Rangayyan, Jianhua Yao, Yongyi Yang
2009 B conf
Employing anatomical knowledge in vertebral column labeling.
Image Processing
Jianhua Yao, Ronald M. Summers
2009 J jnl
Employing topographical height map in colonic polyp measurement and false positive reduction.
Pattern Recognit.
Jianhua Yao, Jiang Li, Ronald M. Summers
2009 J jnl
Introduction to the Issue on Digital Image Processing Techniques for Oncology.
IEEE J. Sel. Top. Signal Process.
Jinshan Tang, Rangaraj M. Rangayyan, Jianhua Yao, Yongyi Yang
2009 — conf
Reducing the False Positive Rate of Computer Aided Detection for CT Colonography Using Content Based Image Retrieval.
ISBI
Javed M. Aman, Jianhua Yao, Ronald M. Summers
2009 — conf
Renal Tumor Quantification and Classification in Triple-Phase Contrast-Enhanced Abdominal CT.
ISBI
Marius George Linguraru, Rabindra Gautam, James Peterson, Jianhua Yao, W. Marston Linehan, Ronald M. Summers
2009 J jnl
Renal tumor quantification and classification in contrast-enhanced abdominal CT.
Pattern Recognit.
Marius George Linguraru, Jianhua Yao, Rabindra Gautam, James Peterson, Zhixi Li, W. Marston Linehan, Ronald M. Summers
2009 — conf
Statistical Location Model for Abdominal Organ Localization.
MICCAI (1)
Jianhua Yao, Ronald M. Summers
2009 — conf
Two methods of Haustral fold detection from computed tomographic virtual colonoscopy images.
Computer-Aided Diagnosis
Ananda S. Chowdhury, Sovira Tan, Jianhua Yao, Marius George Linguraru, Ronald M. Summers
2008 — conf
Acetabular rim and surface segmentation for hip surgery planning and dysplasia evaluation.
Image-Guided Procedures
Sovira Tan, Jianhua Yao, Lawrence Yao, Ronald M. Summers, Michael M. Ward
2008 — conf
Automatic Determination of Arterial Input Function for Dynamic Contrast Enhanced MRI in Tumor Assessment.
MICCAI (1)
Jeremy Chen, Jianhua Yao, David Thomasson
2008 J jnl
Computer Aided Evaluation of Ankylosing Spondylitis Using High-Resolution CT.
IEEE Trans. Medical Imaging
Sovira Tan, Jianhua Yao, Michael M. Ward, Lawrence Yao, Ronald M. Summers
2008 B conf
Computer-aided grading of lymphangioleiomyomatosis (LAM) using HRCT.
ICPR
Jianhua Yao, Nilo Avila, Andrew Dwyer, Angelo M. Taveira-DaSilva, Olanda M. Hathaway, Joel Moss
2008 — conf
DMLLE: a large-scale dimensionality reduction method for detection of polyps in CT colonography.
Computer-Aided Diagnosis
Shijun Wang, Jianhua Yao, Ronald M. Summers
2008 B conf
Detection of anatomical landmarks in human colon from computed tomographic colonography images.
ICPR
Ananda S. Chowdhury, Jianhua Yao, Robert L. Van Uitert Jr., Marius George Linguraru, Ronald M. Summers
2008 B conf
Matching colonic polyps from prone and supine CT colonography scans based on statistical curvature information.
ICPR
Shijun Wang, Jianhua Yao, Ronald M. Summers
2008 B conf
Vertebral surface registration using ridgelines/crestlines.
Image Processing
Sovira Tan, Jianhua Yao, Lawrence Yao, Ronald M. Summers, Michael M. Ward
2007 — conf
3D Multi-Scale Level Set Segmentation of Vertebrae.
ISBI
Sovira Tan, Jianhua Yao, Michael M. Ward, Lawrence Yao, Ronald M. Summers
2007 — conf
CT Colonography Computer-Aided Polyp Detection using Topographical Height Map.
ICIP (5)
Jianhua Yao, Jiang Li, Ronald M. Summers
2007 — conf
Collaborative classifiers in CT colonography CAD.
Computer-Aided Diagnosis
Jianhua Yao, Jiang Li, Ronald M. Summers
2007 — conf
Computer Aided Detection of Lytic Bone Metastases in the Spine Using Routine CT Images.
ISBI
Jianhua Yao, Stacy D. O'Connor, Ronald M. Summers
2007 — conf
Detection and Segmentation of Colonic Polyps on Haustral Folds.
ISBI
Jianhua Yao, Ronald M. Summers
2007 B conf
Improved livewire method for segmentation on low contrast and noisy images.
Image Processing
David Chen, Jianhua Yao
2007 B conf
Level sets on non-planar manifolds for ridge detection on isosurfaces.
Image Processing
Sovira Tan, Jianhua Yao, Michael M. Ward, Lawrence Yao, Ronald M. Summers
2007 — conf
Texture-based computer-aided diagnosis system for lung fibrosis.
Computer-Aided Diagnosis
Jesus J. Caban, Jianhua Yao, Nilo A. Avila, Joseph R. Fontana, Vincent C. Manganiello
2007 — conf
Validating Pareto optimal operation parameters of polyp detection algorithms for CT colonography.
Computer-Aided Diagnosis
Jiang Li, Adam Huang, Nicholas Petrick, Jianhua Yao, Ronald M. Summers
2006 J jnl
An Efficient Feature Selection Algorithm for Computer-aided Polyp Detection.
Int. J. Artif. Intell. Tools
Jiang Li, Jianhua Yao, Ronald M. Summers, Nicholas Petrick, Michael T. Manry, Amy K. Hara
2006 — conf
Automated spinal column extraction and partitioning.
ISBI
Jianhua Yao, Stacy D. O'Connor, Ronald M. Summers
2006 B conf
Automatic colonic polyp detection using multi-objective evolutionary techniques.
Image Processing
Jiang Li, Adam Huang, Jianhua Yao, Ingmar Bitter, Nicholas Petrick, Ronald M. Summers, Perry J. Pickhardt, J. Richard Choi
2006 — conf
Computer aided evaluation of ankylosing spondylitis.
ISBI
Sovira Tan, Jianhua Yao, Michael M. Ward, Lawrence Yao, Ronald M. Summers
2006 B conf
Computer aided lytic bone metastasis detection using regular CT images.
Image Processing
Jianhua Yao, Stacy D. O'Connor, Ronald M. Summers
2006 C conf
DCE-MRI Segmentation and Motion Correction Based on Active Contour Model and Forward Mapping.
SNPD
Wenzhu Lu, Jianhua Yao, Chao Lu, Sheila A. Prindiville, Catherine Chow
2006 B conf
Hybrid committee classifier for a computerized colonic polyp detection system.
Image Processing
Jiang Li, Jianhua Yao, Nicholas Petrick, Ronald M. Summers, Amy K. Hara
2006 B conf
Level set based vertebra segmentation for the evaluation of Ankylosing Spondylitis.
Image Processing
Sovira Tan, Jianhua Yao, Michael M. Ward, Lawrence Yao, Ronald M. Summers
2006 — conf
Wavelet method for CT colonography computer-aided polyp detection.
ISBI
Jiang Li, Marek Franaszek, Nicholas Petrick, Jianhua Yao, Adam Huang, Ronald M. Summers
2005 Misc conf
An Efficient Feature Selection Algorithm for Computer-Aided Polyp Detection.
FLAIRS
Jiang Li, Jianhua Yao, Ronald M. Summers, Amy K. Hara
2005 B conf
Classification and calculation of breast fibroglandular tissue volume on SPGR fat suppressed MRI.
Image Processing
Jianhua Yao, Jo Anne Zujewski, Jennifer Orzano, Sheila A. Prindiville, Catherine Chow
2004 J jnl
Colonic polyp segmentation in CT colonography-based on fuzzy clustering and deformable models.
IEEE Trans. Medical Imaging
Jianhua Yao, Meghan Miller, Marek Franaszek, Ronald M. Summers
2004 — conf
Computer Aided Monitoring of Fibrous Dysplasia Disease in Craniofacial Bones.
ISBI
Jianhua Yao, Michael Collins, John A. Butman, Janice Lee
2003 B conf
A multiple-layer flexible mesh template matching method for non-rigid registration between a pelvis model and CT images.
Image Processing
Jianhua Yao, Russell H. Taylor
2003 A* conf
Assessing Accuracy Factors in Deformable 2D/3D Medical Image Registration Using a Statistical Pelvis Model.
ICCV
Jianhua Yao, Russell H. Taylor
2003 J jnl
Non-Rigid Registration And Correspondence Finding In Medical Image Analysis Using Multiple-Layer Flexible Mesh Template Matching.
Int. J. Pattern Recognit. Artif. Intell.
Jianhua Yao, Russell H. Taylor
2001 B conf
Construction and simplification of bone density models.
Image Processing
Jianhua Yao, Russell H. Taylor
2000 A conf
Tetrahedral Mesh Modeling of Density Data for Anatomical Atlases and Intensity-Based Registration.
MICCAI
Jianhua Yao, Russell H. Taylor
1999 A conf
A Progressive Cut Refinement Scheme for Revision Total Hip Replacement Surgery Using C-arm Fluoroscopy.
MICCAI
Jianhua Yao, Russell H. Taylor, Randal P. Goldberg, Rajesh Kumar, Andrew Bzostek, Robert Van Vorhis, Peter Kazanzides, André Guéziec, Janez Funda
1999 J jnl
Computer-integrated revision total hip replacement surgery: concept and preliminary results.
Medical Image Anal.
Russell H. Taylor, Leo Joskowicz, Bill Williamson, André Guéziec, Alan D. Kalvin, Peter Kazanzides, Robert Van Vorhis, Jianhua Yao, Rajesh Kumar, Andrew Bzostek, Alind Sahay, Martin Börner, Armin Lahmer