Anatomically informed deep learning on contrast-enhanced cardiac magnetic resonance imaging for scar segmentation and clinical feature extraction
Popescu, Dan M., Abramson, Haley G., Yu, Rebecca, Lai, Changxin, Shade, Julie K., Wu, Katherine C., Maggioni, Mauro, Trayanova, Natalia A.
Published in Cardiovascular digital health journal (01.02.2022)
Published in Cardiovascular digital health journal (01.02.2022)
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Optimal ECG-lead selection increases generalizability of deep learning on ECG abnormality classification
Lai, Changxin, Zhou, Shijie, Trayanova, Natalia A
Published in Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences (13.12.2021)
Published in Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences (13.12.2021)
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Trace element evidence for diverse origins of superheavy pyrite in Neoproterozoic sedimentary strata
Kang, Junyao, Gregory, Daniel D., Gill, Benjamin, Huang, Shiqiang, Lai, Changxin, Chang, Zhaoshan, Cui, Huan, Belousov, Ivan, Xiao, Shuhai
Published in Geochimica et cosmochimica acta (01.01.2024)
Published in Geochimica et cosmochimica acta (01.01.2024)
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PO-700-04 PREDICTING RISK OF SUDDEN CARDIAC DEATH BY ARRHYTHMIA IN HYPERTROPHIC CARDIOMYOPATHY PATIENTS BY APPLYING MACHINE LEARNING TO CARDIAC MAGNETIC RESONANCE IMAGES AND CLINICAL COVARIATES
Lai, Changxin, Lai, Changxin, Popescu, Dan M., Shade, Julie K., Engels, Marc, Binka, Edem, Chrispin, Jonathan, Trayanova, Natalia A.
Published in Heart rhythm (01.05.2022)
Published in Heart rhythm (01.05.2022)
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Viscoelastic characterization of injured brain tissue after controlled cortical impact (CCI) using a mouse model
Qiu, Suhao, Jiang, Wenheng, Alam, Mohammad Shah, Chen, Shaoxuan, Lai, Changxin, Wang, Tianyao, Li, Xiangdong, Liu, Jun, Gao, Mingyuan, Tang, Yaohui, Li, Xiaowei, Zeng, Jianfeng, Feng, Yuan
Published in Journal of neuroscience methods (15.01.2020)
Published in Journal of neuroscience methods (15.01.2020)
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A machine learning approach for magnetic resonance image–based mouse brain modeling and fast computation in controlled cortical impact
Lai, Changxin, Chen, Yu, Wang, Tianyao, Liu, Jun, Wang, Qian, Du, Yiping, Feng, Yuan
Published in Medical & biological engineering & computing (01.11.2020)
Published in Medical & biological engineering & computing (01.11.2020)
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CE-452775-2 MARS-HCM: MULTI-MODAL DEEP LEARNING METHOD FOR VENTRICULAR ARRHYTHMIA (VA) RISK STRATIFICATION IN HYPERTROPHIC CARDIOMYOPATHY (HCM) PATIENTS
Lai, Changxin, Popescu, Dan M., Yin, Minglang, Lu, Daiyin, Shade, Julie K., Engels, Marc, Binka, Edem, zimmerman, stefan, Chrispin, Jonathan, Abraham, M. Roselle, Trayanova, Natalia A.
Published in Heart rhythm (01.05.2023)
Published in Heart rhythm (01.05.2023)
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PO-02-095 MAARS-HCM: MULTI-MODAL ARTIFICIAL INTELLIGENCE (AI) FOR VENTRICULAR ARRHYTHMIA (VA) RISK STRATIFICATION IN HYPERTROPHIC CARDIOMYOPATHY (HCM) PATIENTS
Lai, Changxin, Yin, Minglang, Popescu, Dan M., Lu, Dai-Yin, Scherer, Erica, Engels, Marc, Binka, Edem, zimmerman, stefan, Chrispin, Jonathan, Phelan, Dermot M., Abraham, M. Roselle, Hays, Allison G., Trayanova, Natalia A.
Published in Heart rhythm (01.05.2024)
Published in Heart rhythm (01.05.2024)
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Abstract 16017: Anatomically-Guided Deep Learning (DL) Approach to Late Gadolinium Enhanced (LGE)-CMR Left Ventricle (LV) Segmentation Enables Efficient and Accurate Clinical Analyses
Abramson, Haley G, Popescu, Dan M, Yu, Rebecca, Lai, Changxin, Shade, Julie K, Wu, Katherine C, Maggioni, Mauro, Trayanova, Natalia A
Published in Circulation (New York, N.Y.) (17.11.2020)
Published in Circulation (New York, N.Y.) (17.11.2020)
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DH-575-04 ARRHYTHMIC SUDDEN DEATH (SCDA) SURVIVAL PREDICTION USING DEEP LEARNING (DL) ANALYSIS OF CONTRAST-ENHANCED CARDIAC MAGNETIC RESONANCE IMAGING (LGE-CMR)
Popescu, Dan M., Shade, Julie K., Lai, Changxin, Aronis, Konstantinos N., Ouyang, David, Popescu, Dan, Popescu, Dan R., Popescu, Dan C., Kadish, Alan H., Albert, Christine M., Wu, Katherine C., Trayanova, Natalia A.
Published in Heart rhythm (01.05.2022)
Published in Heart rhythm (01.05.2022)
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Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart
Popescu, Dan M, Shade, Julie K, Lai, Changxin, Aronis, Konstantinos N, Ouyang, David, Moorthy, M Vinayaga, Cook, Nancy R, Lee, Daniel C, Kadish, Alan, Albert, Christine M, Wu, Katherine C, Maggioni, Mauro, Trayanova, Natalia A
Published in Nature cardiovascular research (01.04.2022)
Published in Nature cardiovascular research (01.04.2022)
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Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction
Abramson, Haley G, Popescu, Dan M, Yu, Rebecca, Lai, Changxin, Shade, Julie K, Wu, Katherine C, Maggioni, Mauro, Trayanova, Natalia A
Year of Publication 21.10.2020
Year of Publication 21.10.2020
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