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17 results for Baskaran,+Lohendran

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ArticlesPeer ReviewedFull Text
Application of ensemble machine learning algorithms on lifestyle factors and wearables for cardiovascular risk prediction
Author / Creator:Huang, Weiting ; Ying, Tan Wei ; Chin, Woon Loong Calvin ; Baskaran, Lohendran ; Marcus, Ong Eng Hock ; Yeo, Khung Keong ; Kiong, Ng See
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2022-01, Vol.12 (1), p.1033-1033, Article 1033
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Mining multi-center heterogeneous medical data with distributed synthetic learning
Author / Creator:Chang, Qi ; Yan, Zhennan ; Zhou, Mu ; Qu, Hui ; He, Xiaoxiao ; Zhang, Han ; Baskaran, Lohendran ; Al’Aref, Subhi ; Li, Hongsheng ; Zhang, Shaoting ; Metaxas, Dimitris N.
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2023-09, Vol.14 (1), p.5510-5510, Article 5510
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Cardiac CT blooming artifacts: clinical significance, root causes and potential solutions
Author / Creator:Pack, Jed D. ; Xu, Mufeng ; Wang, Ge ; Baskaran, Lohendran ; Min, James ; De Man, Bruno
Publisher:Singapore: Springer Nature Singapore
Journal title:Visual computing for industry, biomedicine and art, 2022-12, Vol.5 (1), p.29-29, Article 29
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Differential progression of coronary atherosclerosis according to plaque composition: a cluster analysis of PARADIGM registry data
Author / Creator:Yoon, Yeonyee E. ; Baskaran, Lohendran ; Lee, Benjamin C. ; Pandey, Mohit Kumar ; Goebel, Benjamin ; Lee, Sang-Eun ; Sung, Ji Min ; Andreini, Daniele ; Al-Mallah, Mouaz H. ; Budoff, Matthew J. ; Cademartiri, Filippo ; Chinnaiyan, Kavitha ; Choi, Jung Hyun ; Chun, Eun Ju ; Conte, Edoardo ; Gottlieb, Ilan ; Hadamitzky, Martin ; Kim, Yong Jin ; Lee, Byoung Kwon ; Leipsic, Jonathon A. ; Maffei, Erica ; Marques, Hugo ; de Araújo Gonçalves, Pedro ; Pontone, Gianluca ; Shin, Sanghoon ; Narula, Jagat ; Bax, Jeroen J. ; Lin, Fay Yu-Huei ; Shaw, Leslee ; Chang, Hyuk-Jae
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-08, Vol.11 (1), p.17121-17121, Article 17121
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Publisher Correction: Mining multi-center heterogeneous medical data with distributed synthetic learning
Author / Creator:Chang, Qi ; Yan, Zhennan ; Zhou, Mu ; Qu, Hui ; He, Xiaoxiao ; Zhang, Han ; Baskaran, Lohendran ; Al’Aref, Subhi ; Li, Hongsheng ; Zhang, Shaoting ; Metaxas, Dimitris N.
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2023-10, Vol.14 (1), p.6765-6765, Article 6765
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Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation
Author / Creator:Singh, Gurpreet ; Hussain, Yasin ; Xu, Zhuoran ; Sholle, Evan ; Michalak, Kelly ; Dolan, Kristina ; Lee, Benjamin C. ; van Rosendael, Alexander R. ; Fatima, Zahra ; Peña, Jessica M. ; Wilson, Peter W. F. ; Gotto, Antonio M. ; Shaw, Leslee J. ; Baskaran, Lohendran ; Al’Aref, Subhi J.
Publisher:United States: Public Library of Science
Journal title:PloS one, 2020-09, Vol.15 (9), p.e0239934-e0239934
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Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing
Author / Creator:Pandey, Mohit ; Xu, Zhuoran ; Sholle, Evan ; Maliakal, Gabriel ; Singh, Gurpreet ; Fatima, Zahra ; Larine, Daria ; Lee, Benjamin C. ; Wang, Jing ; van Rosendael, Alexander R. ; Baskaran, Lohendran ; Shaw, Leslee J. ; Min, James K. ; Al’Aref, Subhi J.
Publisher:United States: Public Library of Science
Journal title:PloS one, 2020-07, Vol.15 (7), p.e0236827-e0236827
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Cohort profile: AI-driven national Platform for CCTA for clinicaL and industriaL applicatiOns (APOLLO)
Author / Creator:Baskaran, Lohendran ; Leng, Shuang ; Dutta, Utkarsh ; Teo, Lynette ; Yew, Min Sen ; Sia, Ching-Hui ; Chew, Nicholas WS ; Huang, Weimin ; Lee, Hwee Kuan ; Vaughan, Roger ; Ngiam, Kee Yuan ; Lu, Zhongkang ; Wang, Xiaohong ; Tan, Eddy Wei Ping ; Cheng, Nicholas Zi Yi ; Tan, Swee Yaw ; Chan, Mark Y ; Zhong, Liang
Publisher:England: British Medical Journal Publishing Group
Journal title:BMJ open, 2024-12, Vol.14 (12), p.e089047
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Patient-specific design of a soft occluder for the left atrial appendage
Author / Creator:Robinson, Sanlin S. ; Alaie, Seyedhamidreza ; Sidoti, Hannah ; Auge, Jordyn ; Baskaran, Lohendran ; Avilés-Fernández, Kenneth ; Hollenberg, Samantha D. ; Shepherd, Robert F. ; Min, James K. ; Dunham, Simon N. ; Mosadegh, Bobak
Publisher:London: Nature Publishing Group UK
Journal title:Nature biomedical engineering, 2018-01, Vol.2 (1), p.8-16
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ArticlesPeer ReviewedFull Text
End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning
Author / Creator:Singh, Gurpreet ; Al’Aref, Subhi ; Lee, Benjamin ; Lee, Jing ; Tan, Swee ; Lin, Fay ; Chang, Hyuk-Jae ; Shaw, Leslee ; Baskaran, Lohendran
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2021-02, Vol.11 (2), p.215
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Evaluating the generalizability of an automated coronary artery calcium segmentation and scoring algorithm using multi-vendor dataset
Author / Creator:Park, Doyoung ; Ng, Jedidiah ; Zhong, Yixin ; Tan, Chun Sheng Alvin ; Wang, Xiaomeng ; Lai, Gillianne Geet Yi ; Zhong, Liang ; Ooi, Su Kai Gideon ; Tan, Daniel Shao Weng ; Baskaran, Lohendran
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2025-07, Vol.15 (1), p.21744, Article 21744
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Incremental role of resting myocardial computed tomography perfusion for predicting physiologically significant coronary artery disease: A machine learning approach
Author / Creator:Han, Donghee ; Lee, Ji Hyun ; Rizvi, Asim ; Gransar, Heidi ; Baskaran, Lohendran ; Schulman-Marcus, Joshua ; ó Hartaigh, Bríain ; Lin, Fay Y. ; Min, James K.
Publisher:New York: Elsevier Inc
Journal title:Journal of nuclear cardiology, 2018-02, Vol.25 (1), p.223-233
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Associations between elevated resting heart rate and subclinical atherosclerosis in asymptomatic Korean adults undergoing coronary artery calcium scoring
Author / Creator:Han, Donghee ; Lee, Ji Hyun ; Rizvi, Asim ; Baskaran, Lohendran ; Park, Hyo Eun ; Choi, Su-Yeon ; Chun, Eun Ju ; Sung, Jidong ; Park, Sung Hak ; Han, Hae-Won ; Min, James K. ; Chang, Hyuk-Jae ; ó Hartaigh, Bríain
Publisher:Dordrecht: Springer Netherlands
Journal title:International Journal of Cardiovascular Imaging, 2016-10, Vol.32 (10), p.1587-1593
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ArticlesPeer ReviewedFull Text
Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation Comparing a novel machine learning method to the Friedewald formu...
Author / Creator:Gurpreet Singh ; Yasin Hussain ; Zhuoran Xu ; Evan Sholle ; Kelly Michalak ; Kristina Dolan ; Benjamin C. Lee ; Alexander R. van Rosendael ; Zahra Fatima ; Jessica M. Peña ; Peter W. F. Wilson ; Antonio M. Gotto ; Leslee J. Shaw ; Lohendran Baskaran ; Subhi J. Al’Aref ; Simeon-Pierre Choukem
Publisher:Public Library of Science (PLoS)
Journal title:PloS one, 2020-01, Vol.15 (9)
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ArticlesFull Text
Modality Bank: Learn multi-modality images across data centers without sharing medical data
Author / Creator:Chang, Qi ; Qu, Hui ; Yan, Zhennan ; Gao, Yunhe ; Baskaran, Lohendran ; Metaxas, Dimitris
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-01
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RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT
Author / Creator:Park, Doyoung ; Kim, Jinsoo ; Chang, Qi ; Leng, Shuang ; Zhong, Liang ; Baskaran, Lohendran
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information
Author / Creator:Chang, Qi ; Yan, Zhennan ; Baskaran, Lohendran ; Qu, Hui ; Zhang, Yikai ; Zhang, Tong ; Zhang, Shaoting ; Metaxas, Dimitris N
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-12
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Application of ensemble machine learning algorithms on lifestyle factors and wearables for cardiovascular risk prediction

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Mining multi-center heterogeneous medical data with distributed synthetic learning

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Cardiac CT blooming artifacts: clinical significance, root causes and potential solutions

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Differential progression of coronary atherosclerosis according to plaque composition: a cluster analysis of PARADIGM registry data

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Publisher Correction: Mining multi-center heterogeneous medical data with distributed synthetic learning

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Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation

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Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing

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Cohort profile: AI-driven national Platform for CCTA for clinicaL and industriaL applicatiOns (APOLLO)

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Patient-specific design of a soft occluder for the left atrial appendage

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End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning

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Evaluating the generalizability of an automated coronary artery calcium segmentation and scoring algorithm using multi-vendor dataset

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Incremental role of resting myocardial computed tomography perfusion for predicting physiologically significant coronary artery disease: A machine learning approach

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Associations between elevated resting heart rate and subclinical atherosclerosis in asymptomatic Korean adults undergoing coronary artery calcium scoring

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Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation Comparing a novel machine learning method to the Friedewald formu...

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Modality Bank: Learn multi-modality images across data centers without sharing medical data

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RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT

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Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information

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