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L. Baskaran · SciRah

Researcher profile · Semantic Scholar

L. Baskaran

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L. Baskaran — researcher profile on SciRah

h-index: 23
Works: 119
Citations: 2,324

Most-cited papers

Coronary Atherosclerotic Precursors of Acute Coronary Syndromes
H. Chang, F. Lin, Sang-Eun Lee, D. Andreini +39 more
2018Journal of the American College of Cardiology466 citations Open access
Semantic Scholar
Society of Cardiovascular Computed Tomography / North American Society of Cardiovascular Imaging - Expert consensus document on coronary CT imaging of atherosclerotic plaque.
L. Shaw, R. Blankstein, J. Bax, M. Ferencik +25 more
2020Journal of cardiovascular computed tomography244 citations Open access
Semantic Scholar
Association of High-Density Calcified 1K Plaque With Risk of Acute Coronary Syndrome.
A. V. van Rosendael, J. Narula, F. Lin, I. J. van den Hoogen +45 more
2020JAMA cardiology168 citations Open access
Semantic Scholar
The burden of cardiovascular disease in Asia from 2025 to 2050: a forecast analysis for East Asia, South Asia, South-East Asia, Central Asia, and high-income Asia Pacific regions
R. Goh, B. Chong, J. Jayabaskaran, S. M. Jauhari +51 more
2024The Lancet Regional Health - Western Pacific125 citations Open access
Semantic Scholar
Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry
Donghee Han, K. Kolli, S. Al'Aref, L. Baskaran +32 more
2020Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease74 citations Open access
Semantic Scholar
Cardiac CT blooming artifacts: clinical significance, root causes and potential solutions
J. Pack, M. Xu, Ge Wang, L. Baskaran +2 more
2022Visual Computing for Industry, Biomedicine, and Art71 citations Open access
Semantic Scholar
Identification and Quantification of Cardiovascular Structures From CCTA: An End-to-End, Rapid, Pixel-Wise, Deep-Learning Method.
L. Baskaran, Gabriel Maliakal, S. Al'Aref, Gurpreet Singh +19 more
2020JACC Cardiovascular Imaging66 citations Open access
Semantic Scholar
A Comparison of the Updated Diamond-Forrester, CAD Consortium, and CONFIRM History-Based Risk Scores for Predicting Obstructive Coronary Artery Disease in Patients With Stable Chest Pain: The SCOT-HEART Coronary CTA Cohort.
L. Baskaran, I. Danad, H. Gransar, B. ó Hartaigh +7 more
2019JACC Cardiovascular Imaging66 citations Open access
Semantic Scholar
Incremental role of resting myocardial computed tomography perfusion for predicting physiologically significant coronary artery disease: A machine learning approach
Donghee Han, J. H. Lee, A. Rizvi, H. Gransar +5 more
2018Journal of Nuclear Cardiology60 citations Open access
Semantic Scholar
Mining multi-center heterogeneous medical data with distributed synthetic learning
Qi Chang, Zhen-Nan Yan, Mu Zhou, Hui Qu +7 more
2023Nature Communications59 citations Open access
Semantic Scholar
Patient-specific design of a soft occluder for the left atrial appendage
Sanlin S. Robinson, S. Alaie, H. Sidoti, Jordyn Augé +7 more
2018Nature Biomedical Engineering59 citations
Semantic Scholar
A Boosted Ensemble Algorithm for Determination of Plaque Stability in High-Risk Patients on Coronary CTA.
S. Al'Aref, Gurpreet Singh, Jeong W Choi, Zhuo-Ran Xu +45 more
2020JACC Cardiovascular Imaging55 citations Open access
Semantic Scholar
Application of ensemble machine learning algorithms on lifestyle factors and wearables for cardiovascular risk prediction
Wei-Ting Huang, T. Ying, W. Chin, L. Baskaran +3 more
2022Scientific Reports48 citations Open access
Semantic Scholar
Non-obstructive high-risk plaques increase the risk of future culprit lesions comparable to obstructive plaques without high-risk features: the ICONIC study.
Richard A. Ferraro, A. V. van Rosendael, Yao Lu, D. Andreini +34 more
2020European Heart Journal-Cardiovascular Imaging47 citations Open access
Semantic Scholar
Association of Plaque Location and Vessel Geometry Determined by Coronary Computed Tomographic Angiography With Future Acute Coronary Syndrome-Causing Culprit Lesions.
Donghee Han, A. Lin, K. Kuronuma, E. Tzolos +42 more
2022JAMA cardiology38 citations Open access
Semantic Scholar
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning
L. Baskaran, S. Al'Aref, Gabriel Maliakal, Benjamin C. Lee +33 more
2020PLoS ONE38 citations Open access
Semantic Scholar
Quantitative measurement of lipid rich plaque by coronary computed tomography angiography: A correlation of histology in sudden cardiac death
Donghee Han, S. Torii, K. Yahagi, F. Lin +17 more
2018Atherosclerosis37 citations Open access
Semantic Scholar
Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation
Gurpreet Singh, Y. Hussain, Zhuo-Ran Xu, E. Sholle +11 more
2020PLoS ONE35 citations Open access
Semantic Scholar
Age- and sex-related features of atherosclerosis from coronary computed tomography angiography in patients prior to acute coronary syndrome: results from the ICONIC study.
E. Conte, A. Dwivedi, S. Mushtaq, G. Pontone +44 more
2020European Heart Journal-Cardiovascular Imaging33 citations Open access
Semantic Scholar
Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An exploratory analysis of the CONSERVE study
L. Baskaran, Xiaohan Ying, Zhuo-Ran Xu, S. Al'Aref +34 more
2020PLoS ONE26 citations Open access
Semantic Scholar
Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing
Mohit Pandey, Zhuo-Ran Xu, E. Sholle, Gabriel Maliakal +10 more
2020PLoS ONE22 citations Open access
Semantic Scholar
End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning
Gurpreet Singh, S. Al'Aref, Benjamin C. Lee, Jing-Kai Lee +5 more
2021Diagnostics20 citations Open access
Semantic Scholar
A Novel Deep Learning Approach for Automated Diagnosis of Acute Ischemic Infarction on Computed Tomography.
A. Beecy, Qi Chang, K. Anchouche, L. Baskaran +12 more
2018JACC Cardiovascular Imaging20 citations Open access
Semantic Scholar
Advanced analyses of computed tomography coronary angiography can help discriminate ischemic lesions.
Jun-Mei Zhang, Dong-Si Shuang, L. Baskaran, Weijun Wu +32 more
2018International Journal of Cardiology19 citations
Semantic Scholar
Differential progression of coronary atherosclerosis according to plaque composition: a cluster analysis of PARADIGM registry data
Y. Yoon, L. Baskaran, Benjamin C. Lee, Mohit Pandey +26 more
2021Scientific Reports18 citations Open access
Semantic Scholar
Age related compositional plaque burden by CT in patients with future ACS.
A. V. van Rosendael, I. J. van den Hoogen, F. Lin, U. Gianni +34 more
2022Journal of cardiovascular computed tomography13 citations Open access
Semantic Scholar
Cardiac magnetic resonance for prophylactic implantable-cardioverter defibrillator therapy international study: prognostic value of cardiac magnetic resonance-derived right ventricular parameters substudy
S. Al'Aref, A. Altibi, A. Malkawi, Munthir Mansour +64 more
2022European Heart Journal-Cardiovascular Imaging13 citations Open access
Semantic Scholar
Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information
Qi Chang, Zhen-Nan Yan, L. Baskaran, Hui Qu +4 more
2020arXiv.org13 citations
Semantic Scholar
Utilizing electronic health data and machine learning for the prediction of 30-day unplanned readmission or all-cause mortality in heart failure
A. Beecy, Manasa Gummalla, E. Sholle, Zhuo-Ran Xu +11 more
2020Cardiovascular Digital Health Journal12 citations Open access
Semantic Scholar
Evaluating the Coronary Artery Disease Consortium Model and the Coronary Artery Calcium Score in Predicting Obstructive Coronary Artery Disease in a Symptomatic Mixed Asian Cohort
L. Baskaran, Yu Pei Neo, Jing-Kai Lee, Y. Yoon +11 more
2022Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease11 citations Open access
Semantic Scholar
Early versus late acute coronary syndrome risk patterns of coronary atherosclerotic plaque.
I. J. van den Hoogen, W. Stuijfzand, U. Gianni, A. V. van Rosendael +36 more
2022European Heart Journal-Cardiovascular Imaging10 citations Open access
Semantic Scholar
Diagnostic Performance of Fractional Flow Reserve From CT Coronary Angiography With Analytical Method
Jun-Mei Zhang, Huan Han, R. Tan, P. Chai +20 more
2021Frontiers in Cardiovascular Medicine10 citations Open access
Semantic Scholar
Evaluating machine learning accuracy in detecting significant coronary stenosis using CCTA-derived fractional flow reserve: Meta-analysis and systematic review
D. van Noort, Liang Guo, S. Leng, Luming Shi +10 more
2024International Journal of Cardiology: Heart & Vasculature9 citations Open access
Semantic Scholar
Coronary CT Angiography-based Morphologic Index for Predicting Hemodynamically Significant Coronary Stenosis.
Chenxi Wang, S. Leng, Ru-San Tan, P. Chai +14 more
2023Radiology: Cardiothoracic Imaging9 citations Open access
Semantic Scholar
Evaluating the American Heart Association/American College of Cardiology Guideline—Recommended and Contemporary Pretest Probability Models in a Mixed Asian Cohort: The Contribution of Coronary Artery Calcium
L. Baskaran, Lin-Xuan Yan, C. S. Tan, W. W. Ho +10 more
2024Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease8 citations Open access
Semantic Scholar
A Catheter‐Deployable Soft Robotic Inflatable Basket for Enhanced Conformability to the Left Atrium of the Heart
Nazanin Farokhnia, A. Caprio, Varun Kashyap, S. Al'Aref +3 more
2020Advanced Healthcare Materials8 citations
Semantic Scholar
Characterizing Nonculprit Lesions and Perivascular Adipose Tissue of Patients Following Acute Myocardial Infarction Using Coronary Computed Tomography Angiography: A Comparative Study
Xiaomeng Wang, Ching-Hui Sia, P. Adamson, C. Greer +17 more
2024Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease7 citations
Semantic Scholar
Accelerating Drug Translation: Role of Coronary Computed Tomography Angiography Plaque Imaging Candidates as Surrogate Biomarkers.
L. Baskaran, U. Dutta, Xiaomeng Wang, M. Gray +6 more
2025JACC Cardiovascular Imaging6 citations Open access
Semantic Scholar
Pericoronary Adipose Tissue Attenuation in Patients with Future Acute Coronary Syndromes: The ICONIC Study.
A.-C.-Y. Kwan, E. Tzolos, E. Klein, Donghee Han +43 more
2025Radiology: Cardiothoracic Imaging6 citations Open access
Semantic Scholar
Targeting leukotriene biosynthesis to prevent atherosclerotic cardiovascular disease
Xiaomeng Wang, L. Baskaran, Mark Y Chan, William A. Boisvert +1 more
2023Conditioning medicine6 citations
Semantic Scholar
The Journal of Cardiovascular Computed Tomography year in review - 2019.
Jeong W Choi, A. V. van Rosendael, A. Bax, I. J. van den Hoogen +22 more
2020Journal of cardiovascular computed tomography6 citations Open access
Semantic Scholar
Myocardial Infarction Without Standard Modifiable Risk Factors From 2025-2040
G. Cao, N. Weight, S. M. Jauhari, B. Chong +44 more
2026JACC: Asia5 citations Open access
Semantic Scholar
Modality Bank: Learn multi-modality images across data centers without sharing medical data
Qi Chang, Hui Qu, Zhen-Nan Yan, Yun-He Gao +2 more
2022Annual International Conference of the IEEE Engineering in Medicine and Biology Society5 citations Open access
Semantic Scholar
Evaluating the generalizability of an automated coronary artery calcium segmentation and scoring algorithm using multi-vendor dataset
Doyoung Park, Jedidiah Ng, Yi Zhong, C. S. Tan +6 more
2025Scientific Reports4 citations Open access
Semantic Scholar
RICAU-NET: Residual-Block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT
Doyoung Park, Jinsoo Kim, Qi Chang, S. Leng +2 more
2024IEEE International Symposium on Biomedical Imaging4 citations Open access
Semantic Scholar
Mortality impact of low CAC density predominantly occurs in early atherosclerosis: explainable ML in the CAC consortium.
F. Lin, Benjamin Goebel, Benjamin C. Lee, Yao Lu +18 more
2022Journal of cardiovascular computed tomography4 citations Open access
Semantic Scholar
Context-aware deep network for coronary artery stenosis classification in coronary CT angiography
Xiaohong Wang, S. Leng, Zhongkang Lu, Su Huang +9 more
2023Annual International Conference of the IEEE Engineering in Medicine and Biology Society3 citations
Semantic Scholar
AUTOMATIC SEGMENTATION OF CARDIOVASCULAR STRUCTURES IMAGED ON CARDIAC COMPUTED TOMOGRAPHY ANGIOGRAPHY USING DEEP LEARNING
L. Baskaran, Gurpreet Singh, Zhuo-Ran Xu, Benjamin C. Lee +11 more
2020Journal of the American College of Cardiology3 citations Open access
Semantic Scholar
Epicardial adipose tissue signatures in Asian coronary artery disease: Insights from cardiac CT
Xiaomeng Wang, Liang Zhong, S. Y. Tan, L. Teo +15 more
2026American Journal of Preventive Cardiology2 citations Open access
Semantic Scholar
Design and Rationale of GPS-CAD: Global Pretest Probability Study of Coronary Artery Disease.
L. Baskaran, J. Selva, Anand Mantri, Pamela S. Douglas
2025JACC: Asia2 citations Open access
Semantic Scholar

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