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Author Youbing Yin

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Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT.

Lin Li, Lixin Qin, Zeguo Xu, Youbing Yin, Xin Wang, Bin Kong, Junjie Bai, Yi Lu, Zhenghan Fang, Qi Song, Kunlin Cao, Daliang Liu, Guisheng Wang, Qizhong Xu, Xisheng Fang, Shiqin Zhang, Juan Xia, Jun Xia,

Background Coronavirus disease has widely spread all over the world since the beginning of 2020. It is desirable to develop automatic and accurate detection of COVID-19 using chest CT. Purpose To develop a fully automatic framework to detect COVID-19 using chest CT and evaluate its performances. Materials and Methods In ... Read more >>

Radiology (Radiology)
[2020, :200905]

Cited: 0 times

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An iterative multi-path fully convolutional neural network for automatic cardiac segmentation in cine MR images.

Zongqing Ma, Xi Wu, Xin Wang, Qi Song, Youbing Yin, Kunlin Cao, Yan Wang, Jiliu Zhou,

PURPOSE:Segmentation of the left ventricle (LV), right ventricle (RV) cavities and the myocardium (MYO) from cine cardiac magnetic resonance (MR) images is an important step for diagnosis and monitoring cardiac diseases. Spatial context information may be highly beneficial for segmentation performance improvement. To this end, this paper proposes an iterative ... Read more >>

Med Phys (Medical physics)
[2019, 46(12):5652-5665]

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Learning tree-structured representation for 3D coronary artery segmentation.

Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Kunlin Cao, Jun Xia, Qi Song, Youbing Yin,

Extensive research has been devoted to the segmentation of the coronary artery. However, owing to its complex anatomical structure, it is extremely challenging to automatically segment the coronary artery from 3D coronary computed tomography angiography (CCTA). Inspired by recent ideas to use tree-structured long short-term memory (LSTM) to model the ... Read more >>

Comput Med Imaging Graph (Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society)
[2020, 80:101688]

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Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging.

Zhifan Gao, Xin Wang, Shanhui Sun, Dan Wu, Junjie Bai, Youbing Yin, Xin Liu, Heye Zhang, Victor Hugo C de Albuquerque,

Humans perceive physical properties such as motion and elastic force by observing objects in visual scenes. Recent research has proven that computers are capable of inferring physical properties from camera images like humans. However, few studies perceive the physical properties in more complex environment, i.e. humans have difficulty estimating physical ... Read more >>

Neural Netw (Neural networks : the official journal of the International Neural Network Society)
[2020, 123:82-93]

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Precise diagnosis of intracranial hemorrhage and subtypes using a three-dimensional joint convolutional and recurrent neural network.

Hai Ye, Feng Gao, Youbing Yin, Danfeng Guo, Pengfei Zhao, Yi Lu, Xin Wang, Junjie Bai, Kunlin Cao, Qi Song, Heye Zhang, Wei Chen, Xuejun Guo, Jun Xia,

OBJECTIVES:To evaluate the performance of a novel three-dimensional (3D) joint convolutional and recurrent neural network (CNN-RNN) for the detection of intracranial hemorrhage (ICH) and its five subtypes (cerebral parenchymal, intraventricular, subdural, epidural, and subarachnoid) in non-contrast head CT. METHODS:A total of 2836 subjects (ICH/normal, 1836/1000) from three institutions were included ... Read more >>

Eur Radiol (European radiology)
[2019, 29(11):6191-6201]

Cited: 1 time

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Evaluation of fractional flow reserve in patients with stable angina: can CT compete with angiography?

Xin Liu, Yabin Wang, Heye Zhang, Youbing Yin, Kunlin Cao, Zhifan Gao, Huafeng Liu, William Kongto Hau, Lei Gao, Yundai Chen, Feng Cao, Wenhua Huang,

BACKGROUND:We aimed to compare the performance of FFRCT and FFRQCA in assessing the functional significance of coronary artery stenosis in patients suffering from coronary artery disease with stable angina. METHOD:A total of 101 stable coronary heart disease (CAD) patients with 181 lesions were recruited. FFRCT and FFRQCA were compared using ... Read more >>

Eur Radiol (European Radiology)
[2019, 29(7):3669-3677]

Cited: 1 time

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Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs.

Dan Wu, Xin Wang, Junjie Bai, Xiaoyang Xu, Bin Ouyang, Yuwei Li, Heye Zhang, Qi Song, Kunlin Cao, Youbing Yin,

PURPOSE:Automated anatomical labeling facilitates the diagnostic process for physicians and radiologists. One of the challenges in automated anatomical labeling problems is the robustness to handle the large individual variability inherited in human anatomy. A novel deep neural network framework, referred to Tree Labeling Network (TreeLab-Net), is proposed to resolve this ... Read more >>

Int J Comput Assist Radiol Surg (International journal of computer assisted radiology and surgery)
[2019, 14(2):271-280]

Cited: 0 times

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Hemodynamics analysis of the serial stenotic coronary arteries.

Xin Liu, Changnong Peng, Yufa Xia, Zhifan Gao, Pengcheng Xu, Xiaoqing Wang, Zhanchao Xian, Youbing Yin, Liqun Jiao, Defeng Wang, Lin Shi, Wenhua Huang, Xin Liu, Heye Zhang,

Coronary arterial stenoses, particularly serial stenoses in a single branch, are responsible for complex hemodynamic properties of the coronary arterial trees, and the uncertain prognosis of invasive intervention. Critical information of the blood flow redistribution in the stenotic arterial segments is required for the adequate treatment planning. Therefore, in this ... Read more >>

Biomed Eng Online (BioMedical Engineering OnLine)
[2017, 16(1):127]

Cited: 9 times

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A Novel Method of Estimating Small Airway Disease Using Inspiratory-to-Expiratory Computed Tomography.

Miranda Kirby, Youbing Yin, Juerg Tschirren, Wan C Tan, Jonathon Leipsic, Cameron J Hague, Jean Bourbeau, Don D Sin, James C Hogg, Harvey O Coxson, ,

Disease accumulates in the small airways without being detected by conventional measurements.To quantify small airway disease using a novel computed tomography (CT) inspiratory-to-expiratory approach called the disease probability measure (DPM) and to investigate the association with pulmonary function measurements.Participants from the population-based CanCOLD study were evaluated using full-inspiration/full-expiration CT and ... Read more >>

Respiration (Respiration; international review of thoracic diseases)
[2017, 94(4):336-345]

Cited: 3 times

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Patterns of Emphysema Heterogeneity.

Arschang Valipour, Pallav L Shah, Wolfgang Gesierich, Ralf Eberhardt, Greg Snell, Charlie Strange, Robert Barry, Avina Gupta, Erik Henne, Sourish Bandyopadhyay, Philippe Raffy, Youbing Yin, Juerg Tschirren, Felix J F Herth,

Although lobar patterns of emphysema heterogeneity are indicative of optimal target sites for lung volume reduction (LVR) strategies, the presence of segmental, or sublobar, heterogeneity is often underappreciated.The aim of this study was to understand lobar and segmental patterns of emphysema heterogeneity, which may more precisely indicate optimal target sites ... Read more >>

Respiration (Respiration; international review of thoracic diseases)
[2015, 90(5):402-411]

Cited: 14 times

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Pulmonary Microvascular Blood Flow in Mild Chronic Obstructive Pulmonary Disease and Emphysema. The MESA COPD Study.

Katja Hueper, Jens Vogel-Claussen, Megha A Parikh, John H M Austin, David A Bluemke, James Carr, Jiwoong Choi, Thomas A Goldstein, Antoinette S Gomes, Eric A Hoffman, Steven M Kawut, Joao Lima, Erin D Michos, Wendy S Post, Ming Jack Po, Martin R Prince, Kiang Liu, Dan Rabinowitz, Jan Skrok, Ben M Smith, Karol Watson, Youbing Yin, Alan M Zambeli-Ljepovic, R Graham Barr,

Smoking-related microvascular loss causes end-organ damage in the kidneys, heart, and brain. Basic research suggests a similar process in the lungs, but no large studies have assessed pulmonary microvascular blood flow (PMBF) in early chronic lung disease.To investigate whether PMBF is reduced in mild as well as more severe chronic ... Read more >>

Am. J. Respir. Crit. Care Med. (American journal of respiratory and critical care medicine)
[2015, 192(5):570-580]

Cited: 35 times

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Computed tomography predictors of response to endobronchial valve lung reduction treatment. Comparison with Chartis.

Maren Schuhmann, Philippe Raffy, Youbing Yin, Daniela Gompelmann, Ipek Oguz, Ralf Eberhardt, Derek Hornberg, Claus Peter Heussel, Susan Wood, Felix J F Herth,

RATIONALE: Chartis Pulmonary Assessment System (Pulmonx Inc., Redwood, CA) is an invasive procedure used to assess collateral ventilation and select candidates for valve-based lung volume reduction (LVR) therapy. Quantitative computed tomography (QCT) is a potential alternative to Chartis and today consists primarily of assessing fissure integrity (FI). OBJECTIVES: In this ... Read more >>

Am. J. Respir. Crit. Care Med. (American journal of respiratory and critical care medicine)
[2015, 191(7):767-774]

Cited: 34 times

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Assessment of regional non-linear tissue deformation and air volume change of human lungs via image registration.

Nariman Jahani, Youbing Yin, Eric A Hoffman, Ching-Long Lin,

We evaluate the non-linear characteristics of the human lung via image registration-derived local variables based on volumetric multi-detector-row computed tomographic (MDCT) lung image data of six normal human subjects acquired at three inflation levels: 20% of vital capacity (VC), 60% VC and 80% VC. Local variables include Jacobian (ratio of ... Read more >>

J Biomech (Journal of biomechanics)
[2014, 47(7):1626-1633]

Cited: 20 times

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Registration-based assessment of regional lung function via volumetric CT images of normal subjects vs. severe asthmatics.

Sanghun Choi, Eric A Hoffman, Sally E Wenzel, Merryn H Tawhai, Youbing Yin, Mario Castro, Ching-Long Lin,

The purpose of this work was to explore the use of image registration-derived variables associated with computed tomographic (CT) imaging of the lung acquired at multiple volumes. As an evaluation of the utility of such an imaging approach, we explored two groups at the extremes of population ranging from normal ... Read more >>

J. Appl. Physiol. (Journal of applied physiology (Bethesda, Md. : 1985))
[2013, 115(5):730-742]

Cited: 23 times

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A cubic B-spline-based hybrid registration of lung CT images for a dynamic airway geometric model with large deformation.

Youbing Yin, Eric A Hoffman, Kai Ding, Joseph M Reinhardt, Ching-Long Lin,

The goal of this study is to develop a matching algorithm that can handle large geometric changes in x-ray computed tomography (CT)-derived lung geometry occurring during deep breath maneuvers. These geometric relationships are further utilized to build a dynamic lung airway model for computational fluid dynamics (CFD) studies of pulmonary ... Read more >>

Phys Med Biol (Physics in medicine and biology)
[2011, 56(1):203-218]

Cited: 21 times

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Lung lobar slippage assessed with the aid of image registration.

Youbing Yin, Eric A Hoffman, Ching-Long Lin,

We present a registration algorithm that can handle the discontinuity of deformation with an ultimate goal to investigate how pulmonary lobes deform to accommodate chest wall shape changes. We first show that discontinuities can exist in both normal and tangent directions. Such discontinuities are accounted for by a spatially varying ... Read more >>

Med Image Comput Comput Assist Interv (Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention)
[2010, 13(Pt 2):578-585]

Cited: 4 times

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Mass preserving nonrigid registration of CT lung images using cubic B-spline.

Youbing Yin, Eric A Hoffman, Ching-Long Lin,

The authors propose a nonrigid image registration approach to align two computed-tomography (CT)-derived lung datasets acquired during breath-holds at two inspiratory levels when the image distortion between the two volumes is large. The goal is to derive a three-dimensional warping function that can be used in association with computational fluid ... Read more >>

Med Phys (Medical physics)
[2009, 36(9):4213-4222]

Cited: 76 times

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Evaluation of lobar biomechanics during respiration using image registration.

Kai Ding, Youbing Yin, Kunlin Cao, Gary E Christensen, Ching-Long Lin, Eric A Hoffman, Joseph M Reinhardt,

The human lungs are divided into five independent compartments called lobes. The lobar fissures separate the lung lobes. It is hypothesized that the lobar surfaces slide against each other during respiration. We propose a method to evaluate the sliding motion of the lobar surfaces during respiration using lobe-by-lobe mass-preserving non-rigid ... Read more >>

Med Image Comput Comput Assist Interv (Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention)
[2009, 12(Pt 1):739-746]

Cited: 12 times

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