Ziyue Xu

发表

Computer-aided detection and quantification of cavitary tuberculosis from CT scans.

Sanjay Jain, Ulas Bagci, Ziyue Xu, 2013, Medical physics.

A hybrid multi-scale approach to automatic airway tree segmentation from CT scans

Ulas Bagci, Daniel J. Mollura, Ziyue Xu, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Determination of disease severity in COVID-19 patients using deep learning in chest X-ray images.

Ziyue Xu, S. Harmon, Xiaosong Wang, 2020, Diagnostic and interventional radiology.

An analytic approach to tensor scale with efficient computational solution and applications to medical imaging

Ziyue Xu, 2012 .

Segmentation and Image Analysis of Abnormal Lungs at CT: Current Approaches, Challenges, and Future Trends.

D. Mollura, J. Udupa, Ziyue Xu, 2015, Radiographics : a review publication of the Radiological Society of North America, Inc.

Lymphocyte-driven regional immunopathology in pneumonitis caused by impaired central immune tolerance

D. Mollura, Ziyue Xu, L. Notarangelo, 2019, Science Translational Medicine.

3D Convolutional Neural Networks with Graph Refinement for Airway Segmentation Using Incomplete Data Labels

Adam P. Harrison, Dakai Jin, Daniel J. Mollura, 2017, MLMI@MICCAI.

Interactive segmentation of medical images through fully convolutional neural networks pdf

Daguang Xu, Holger Roth, Bradley J. Erickson, 2019, ArXiv.

Computer-aided pulmonary image analysis in small animal models.

D. Mollura, J. Udupa, Ziyue Xu, 2015, Medical physics.

Cough Frequency During Treatment Associated With Baseline Cavitary Volume and Proximity to the Airway in Pulmonary TB

D. Mollura, P. Caligiuri, Ziyue Xu, 2018, Chest.

Multi-label Deep Regression and Unordered Pooling for Holistic Interstitial Lung Disease Detection

Adam P. Harrison, D. Mollura, Ziyue Xu, 2016 .

Research on the Optimization of Cutting Path of Cantilever Roadheader in Large Section Excavation

Ziyue Xu, X. Fang, Chengjun Hu, 2022, Sustainability.

Accurate quantification of brown adipose tissue through PET-guided CT image segmentation

Ulas Bagci, Daniel J. Mollura, Awais Mansoor, 2013 .

Quantitative Image Quality Comparison of Reduced- and Standard-Dose Dual-Energy Multiphase Chest, Abdomen, and Pelvis CT

Ulas Bagci, Baris Turkbey, Daniel J. Mollura, 2017, Tomography.

Correction to "A Generic Approach to Pathological Lung Segmentation"

Jayaram K. Udupa, Ulas Bagci, Daniel J. Mollura, 2015, IEEE Trans. Medical Imaging.

Mycobacterium tuberculosis dysregulates MMP/TIMP balance to drive rapid cavitation and unrestrained bacterial proliferation

Ulas Bagci, Ziyue Xu, Daniel J Mollura, 2015, The Journal of pathology.

Computer automated algorithm to evaluate cavitary lesions in adults with pulmonary tuberculosis.

D. Mollura, P. Caligiuri, Ziyue Xu, 2017, Journal of thoracic disease.

Optimization of the Process Parameters of Fully Mechanized Top-Coal Caving in Thick-Seam Coal Using BP Neural Networks

Ziyue Xu, Rui Yu, Minfu Liang, 2022, Sustainability.

Loss in lung volume and changes in the immune response demonstrate disease progression in African green monkeys infected by small-particle aerosol and intratracheal exposure to Nipah virus

D. Mollura, Ziyue Xu, M. Lackemeyer, 2017, PLoS neglected tropical diseases.

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

Klaus H. Maier-Hein, Mona G. Flores, V. Kovalev, 2022, Medical Image Analysis.

Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-Modal Brain Tumor Segmentation

Ziyue Xu, H. Roth, A. Myronenko, 2022, DeCaF/FAIR@MICCAI.

Overall Survival Benefits of Cancer Drugs Approved in China From 2005 to 2020

Ziyue Xu, H. Naci, J. Ji, 2022, JAMA network open.

Stable Bimetallic Metal–Organic Framework with Dual-Functional Pyrazolate-Carboxylate Ligand: Rational Construction and C2H2/CO2 Separation

Ziyue Xu, Jian‐Rong Li, Kecheng Wang, 2022, ACS Materials Letters.

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

Klaus H. Maier-Hein, Mona G. Flores, V. Kovalev, 2022, Medical Image Analysis.

NVIDIA FLARE: Federated Learning from Simulation to Real-World

Sean Bin Yang, Mona G. Flores, Ziyue Xu, 2022, ArXiv.

Robust Tensor Graph Convolutional Networks via T-SVD based Graph Augmentation

Zibin Zheng, Ziyue Xu, Chuan Chen, 2022, KDD.

Efficient C2H2 Separation from CO2 and CH4 within a Microporous Metal–Organic Framework of Multiple Functionalities

Ziyue Xu, Jiamei Yu, Xueming Wu, 2022, Industrial & Engineering Chemistry Research.

Research on Straightness Perception Compensation Model of FBG Scraper Conveyor Based on Rotation Error Angle

Yang Song, Ziyue Xu, Minfu Liang, 2022, Sensors.

Metal-Free Remote C-H Bond Amidation of 8-Amidoquinolines on the C5 Position under Mild Conditions.

Ziyue Xu, Qihua Zhu, Xin He, 2016, Organic letters.

MONAI: An open-source framework for deep learning in healthcare

Mohammad Zalbagi Darestani, Paul F. Jaeger, Brad W. Genereaux, 2022, ArXiv.

Data Augmentation and Transfer Learning to Improve Generalizability of an Automated Prostate Segmentation Model.

P. Choyke, Ziyue Xu, A. Oto, 2020, AJR. American journal of roentgenology.

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

Mona G. Flores, V. Kovalev, V. Liauchuk, 2022, Medical image analysis.

NVIDIA FLARE: Federated Learning from Simulation to Real-World

Sean Bin Yang, Mona G. Flores, Ziyue Xu, 2022, ArXiv.

Segmentation of PET Images for Computer-Aided Functional Quantification of Tuberculosis in Small Animal Models

Ulas Bagci, Daniel J. Mollura, Ziyue Xu, 2014, IEEE Transactions on Biomedical Engineering.

Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation

Daguang Xu, Bradford J. Wood, Ling Zhang, 2020, IEEE Transactions on Medical Imaging.

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Ronald M. Summers, Jianhua Yao, Mingchen Gao, 2016, IEEE Transactions on Medical Imaging.

Chemical Composition and In Vitro Antioxidant Activity of Sida rhombifolia L. Volatile Organic Compounds

Ziyue Xu, X. Liu, Wenzhi Song, 2022, Molecules.

Structural Design and Application of Desensitized FBG Force-Measuring Bolt

Yang Song, Ziyue Xu, Minfu Liang, 2022, Sensors.

Revealing the abnormal softening mechanisms of Zn-xCu (x=2, 3) wrought alloys by gradually increasing ECAP numbers

Ziyue Xu, Hua-nan Liu, Chao Sun, 2022, Materials Science and Engineering: A.

Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks

Ronald M. Summers, Ulas Bagci, Holger Roth, 2018, Comput. methods Biomech. Biomed. Eng. Imaging Vis..

Comparison of Dual-energy CT and Subtraction CT for Renal Lesion Detection and Characterization

Laura B. Machado, Ziyue Xu, L. Folio, 2018 .

An improved algorithm to compute tensor scale and its application to medical image interpolation

Milan Sonka, Punam K. Saha, Ziyue Xu, 2009, International Symposium on Multispectral Image Processing and Pattern Recognition.

Recent improvements in tensor scale computation and its applications to medical imaging

Milan Sonka, Punam K. Saha, Ziyue Xu, 2009, Medical Imaging.

Recent improvements in tensor scale computation and new applications to medical image registration and interpolation

Ziyue Xu, Ziyue Xu, 2009 .

A Generic Approach to Pathological Lung Segmentation

Jayaram K. Udupa, Ulas Bagci, Daniel J. Mollura, 2014, IEEE Transactions on Medical Imaging.

Spatially Constrained Random Walk Approach for Accurate Estimation of Airway Wall Surfaces

Ulas Bagci, Daniel J. Mollura, Awais Mansoor, 2013, MICCAI.

Mouse model of pulmonary cavitary tuberculosis and expression of matrix metalloproteinase-9

D. Mollura, Ziyue Xu, P. Converse, 2016, Disease Models & Mechanisms.

Proceedings from the First Global Artificial Intelligence in Gastroenterology and Endoscopy Summit.

Ulas Bagci, Yuichi Mori, Keyvan Farahani, 2020, Gastrointestinal endoscopy.

Capsules for Biomedical Image Segmentation

Ulas Bagci, Sanjay Jain, Rodney LaLonde, 2020, Medical Image Anal..

Weakly supervised segmentation from extreme points

Ziyue Xu, Ling Zhang, H. Roth, 2019, LABELS/HAL-MICCAI/CuRIOUS@MICCAI.

A review on segmentation of positron emission tomography images

Ulas Bagci, Daniel J. Mollura, Awais Mansoor, 2014, Comput. Biol. Medicine.

Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images

Xinjian Chen, Jayaram K. Udupa, Ulas Bagci, 2013, Medical Image Anal..

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Simon Andermatt, Simon Pezold, Sang Hyun Park, 2019, IEEE Transactions on Medical Imaging.

The role of the gut microbiome and its metabolites in cerebrovascular diseases

Ziyue Xu, Wei Wei, Qiangqiang Zhou, 2023, Frontiers in Microbiology.

NVIDIA FLARE: Federated Learning from Simulation to Real-World

Sean Bin Yang, Mona G. Flores, Ziyue Xu, 2022, IEEE Data Eng. Bull..

Federated learning improves site performance in multicenter deep learning without data sharing

Daguang Xu, Baris Turkbey, Jesse Tetreault, 2021, J. Am. Medical Informatics Assoc..

Progressive and Multi-path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images pdf

Ronald M. Summers, Adam P. Harrison, Le Lu, 2017, MICCAI.

Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation pdf

Daguang Xu, Ling Zhang, Fausto Milletari, 2019, MICCAI.

Going to Extremes: Weakly Supervised Medical Image Segmentation pdf

Dong Yang, Daguang Xu, Xiaosong Wang, 2020, Mach. Learn. Knowl. Extr..

When Radiology Report Generation Meets Knowledge Graph pdf

Daguang Xu, Xiaosong Wang, Qihang Yu, 2020, AAAI.

When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation pdf

Dong Yang, Thomas Sanford, Daguang Xu, 2019, ArXiv.

ScribbleBox: Interactive Annotation Framework for Video Object Segmentation pdf

Sanja Fidler, Gao Jun, Xiaohui Zeng, 2020, ECCV.

CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation

Youbao Tang, Adam P. Harrison, Dakai Jin, 2018, MICCAI.

Deep vessel tracking: A generalized probabilistic approach via deep learning

Mingchen Gao, Daniel J. Mollura, Ziyue Xu, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Boosting C ₂ H ₆ / C ₂ H ₄ separation in scala

Ziyue Xu, Xueming Wu, Peng-Dan Zhang, 2022, AIChE Journal.

Tensor scale: An analytic approach with efficient computation and applications

Punam K. Saha, Soura Dasgupta, Ziyue Xu, 2012, Comput. Vis. Image Underst..

White matter hyperintensity segmentation from T1 and FLAIR images using fully convolutional neural networks enhanced with residual connections

Adam P. Harrison, Dakai Jin, Daniel J. Mollura, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Characterization of trabecular bone plate-rod microarchitecture using multirow detector CT and the tensor scale: Algorithms, validation, and applications to pilot human studies.

Yinxiao Liu, Dakai Jin, Punam K Saha, 2015, Medical physics.

Fair Federated Medical Image Segmentation via Client Contribution Estimation

Ziyue Xu, H. Roth, Daguang Xu, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Pathological Pulmonary Lobe Segmentation from CT Images Using Progressive Holistically Nested Neural Networks and Random Walker pdf

Adam P. Harrison, Dakai Jin, Daniel J. Mollura, 2017, DLMIA/ML-CDS@MICCAI.

Single-crystal ZnO microstructures for improved triethylamine-sensing performance

Ziyue Xu, Siqi Yang, Zihan Liu, 2023, Journal of Materials Science: Materials in Electronics.

Multi-label Deep Regression and Unordered Pooling for Holistic Interstitial Lung Disease Pattern Detection

Ronald M. Summers, Adam P. Harrison, Le Lu, 2016, MLMI@MICCAI.

Chemical Composition and In Vitro Antioxidant Activity and Anti-Acetylcholinesterase Activity of Essential Oils from Tadehagi triquetrum (L.) Ohashi

Ziyue Xu, X. Liu, Wenzhi Song, 2023, Molecules.

Developing Zn–1.5Mg Alloy with Simultaneous Improved Strength, Ductility and Suitable Biodegradability by Rolling at Room Temperature

Ziyue Xu, Hua-nan Liu, J. Bai, 2023, Acta Metallurgica Sinica (English Letters).

Quantitative Characterization of Trabecular Bone Micro-architecture Using Tensor Scale and Multi-Detector CT Imaging

Punam K. Saha, Yinxiao Liu, Ziyue Xu, 2012, MICCAI.

A hybrid method for airway segmentation and automated measurement of bronchial wall thickness on CT

Jayaram K. Udupa, Ulas Bagci, Daniel J. Mollura, 2015, Medical Image Anal..

Cardiac Segmentation of LGE MRI with Noisy Labels

Daguang Xu, Wentao Zhu, Ziyue Xu, 2019, STACOM@MICCAI.

NeurReg: Neural Registration and Its Application to Image Segmentation

Daguang Xu, Wenqi Li, Wentao Zhu, 2019, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Characterization of Lung Nodule Malignancy Using Hybrid Shape and Appearance Features

Ulas Bagci, Mingchen Gao, Daniel J. Mollura, 2016, MICCAI.

Refining 18R-LPSO phase into sub-micron range by pre-kinking design and its prominent strengthening effect on Mg97Y2Zn1 alloy

Ziyue Xu, Hua-nan Liu, J. Bai, 2023, Journal of Materials Science & Technology.

Segmentation label propagation using deep convolutional neural networks and dense conditional random field

Ronald M. Summers, Le Lu, Mingchen Gao, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Learning Image Labels On-the-fly for Training Robust Classification Models pdf

Dong Yang, Daguang Xu, Xiaosong Wang, 2020, ArXiv.

Atlas-based rib-bone detection in chest X-rays

Ulas Bagci, George R. Thoma, Sema Candemir, 2016, Comput. Medical Imaging Graph..

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Sang Hyun Park, W. M. van der Flier, Matt Berseth, 2019, IEEE Transactions on Medical Imaging.

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge

Sang Hyun Park, Matt Berseth, S. Ourselin, 2019 .

Interactive 3D Segmentation Editing and Refinement via Gated Graph Neural Networks

Daguang Xu, Xiaosong Wang, Ling Zhang, 2019, GLMI@MICCAI.

Deep Cross-Layer Collaborative Learning Network for Online Knowledge Distillation

Ziyue Xu, Qiyu Liang, Xiaoguang Liu, 2023, IEEE Transactions on Circuits and Systems for Video Technology.

LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation

Ziyue Xu, H. Roth, Wenqi Li, 2020, MICCAI.

Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples

Ziyue Xu, H. Roth, Daguang Xu, 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

Tunable CT Lung Nodule Synthesis Conditioned on Background Image and Semantic Features

Daguang Xu, Xiaosong Wang, Ling Zhang, 2019, SASHIMI@MICCAI.

Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training

Vishal M. Patel, Jeya Maria Jose Valanarasu, Ziyue Xu, 2023, ArXiv.

White matter hyperintensity segmentation from T1 and FLAIR images using fully convolutional neural networks enhanced with residual connections

Adam P. Harrison, D. Mollura, Ziyue Xu, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Quantification of regional aerosol deposition patterns as a function of aerodynamic particle size in rhesus macaques using PET/CT imaging

D. Mollura, Ziyue Xu, J. Seidel, 2017, Inhalation toxicology.

Geometric Structures for Sialon Ceramic Solid End Mills and Its Performance in High-Speed Milling of Nickel-Based Superalloys

Ziyue Xu, Lei Li, Xinfeng Wang, 2023, Coatings.