GeneAI 3.0: powerful, novel, generalized hybrid and ensemble deep learning frameworks for miRNA species classification of stationary patterns from nucleotides
Singh, Jaskaran, Khanna, Narendra N, Rout, Ranjeet K, Singh, Narpinder, Laird, John R, Singh, Inder M, Kalra, Mannudeep K, Mantella, Laura E, Johri, Amer M, Isenovic, Esma R, Fouda, Mostafa M, Saba, Luca, Fatemi, Mostafa, Suri, Jasjit S
Published in Scientific reports (26.03.2024)
Published in Scientific reports (26.03.2024)
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Journal Article
A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study
Jamthikar, Ankush, Gupta, Deep, Johri, Amer M., Mantella, Laura E., Saba, Luca, Suri, Jasjit S.
Published in Computers in biology and medicine (01.01.2022)
Published in Computers in biology and medicine (01.01.2022)
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Journal Article
Carotid intraplaque neovascularization predicts coronary artery disease and cardiovascular events
Mantella, Laura E, Colledanchise, Kayla N, Hétu, Marie-France, Feinstein, Steven B, Abunassar, Joseph, Johri, Amer M
Published in European heart journal cardiovascular imaging (01.11.2019)
Published in European heart journal cardiovascular imaging (01.11.2019)
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Journal Article
A Call for Non-invasive Tools to Assess Cardiovascular Risk
Mantella, Laura E, Johri, Amer M
Published in Journal of the American Society of Echocardiography (01.03.2021)
Published in Journal of the American Society of Echocardiography (01.03.2021)
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Journal Article
Multiclass machine learning vs. conventional calculators for stroke/CVD risk assessment using carotid plaque predictors with coronary angiography scores as gold standard: a 500 participants study
Jamthikar, Ankush D., Gupta, Deep, Mantella, Laura E., Saba, Luca, Laird, John R., Johri, Amer M., Suri, Jasjit S.
Published in The International Journal of Cardiovascular Imaging (01.04.2021)
Published in The International Journal of Cardiovascular Imaging (01.04.2021)
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Journal Article
The Essential Autophagy Gene ATG7 Modulates Organ Fibrosis via Regulation of Endothelial-to-Mesenchymal Transition
Singh, Krishna K., Lovren, Fina, Pan, Yi, Quan, Adrian, Ramadan, Azza, Matkar, Pratiek N., Ehsan, Mehroz, Sandhu, Paul, Mantella, Laura E., Gupta, Nandini, Teoh, Hwee, Parotto, Matteo, Tabuchi, Arata, Kuebler, Wolfgang M., Al-Omran, Mohammed, Finkel, Toren, Verma, Subodh
Published in The Journal of biological chemistry (30.01.2015)
Published in The Journal of biological chemistry (30.01.2015)
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Journal Article
Ensemble Machine Learning and Its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome Using Focused Carotid Ultrasound
Jamthikar, Ankush D., Gupta, Deep, Mantella, Laura E., Saba, Luca, Johri, Amer M., Suri, Jasjit S.
Published in IEEE transactions on instrumentation and measurement (2022)
Published in IEEE transactions on instrumentation and measurement (2022)
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Journal Article
Combined Femoral and Carotid Plaque Burden Identifies Obstructive Coronary Artery Disease in Women
Colledanchise, Kayla N., Mantella, Laura E., Bullen, Milena, Hétu, Marie-France, Abunassar, Joseph G., Johri, Amer M.
Published in Journal of the American Society of Echocardiography (01.01.2020)
Published in Journal of the American Society of Echocardiography (01.01.2020)
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Journal Article
Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization
Johri, Amer M., Singh, Krishna V., Mantella, Laura E., Saba, Luca, Sharma, Aditya, Laird, John R., Utkarsh, Kumar, Singh, Inder M., Gupta, Suneet, Kalra, Manudeep S., Suri, Jasjit S.
Published in Computers in biology and medicine (01.11.2022)
Published in Computers in biology and medicine (01.11.2022)
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Journal Article
Role of artificial intelligence in cardiovascular risk prediction and outcomes: comparison of machine-learning and conventional statistical approaches for the analysis of carotid ultrasound features and intra-plaque neovascularization
Johri, Amer M., Mantella, Laura E., Jamthikar, Ankush D., Saba, Luca, Laird, John R., Suri, Jasjit S.
Published in The International Journal of Cardiovascular Imaging (01.11.2021)
Published in The International Journal of Cardiovascular Imaging (01.11.2021)
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Journal Article
A Novel Ultrasound-Based Carotid Plaque Vulnerability Score Is Associated With Long-Term Cardiovascular Outcomes
Mantella, Laura E., Colledanchise, Kayla N., Wheatley, Mitchell G.A., Mccreath, Penelope, Suri, Jasjit S., Hétu, Marie-France, Johri, Amer M.
Published in Journal of the American Society of Echocardiography (01.11.2023)
Published in Journal of the American Society of Echocardiography (01.11.2023)
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Journal Article
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort
Jamthikar, Ankush D., Gupta, Deep, Johri, Amer M., Mantella, Laura E., Saba, Luca, Kolluri, Raghu, Sharma, Aditya M., Viswanathan, Vijay, Nicolaides, Andrew, Suri, Jasjit S.
Published in Journal of medical systems (01.12.2020)
Published in Journal of medical systems (01.12.2020)
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Journal Article
Femoral plaque burden by ultrasound is a better indicator of significant coronary artery disease over ankle brachial index
Colledanchise, Kayla N., Mantella, Laura E., Hétu, Marie-France, Liblik, Kiera, Abunassar, Joseph G., Johri, Amer M.
Published in The International Journal of Cardiovascular Imaging (01.10.2021)
Published in The International Journal of Cardiovascular Imaging (01.10.2021)
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Journal Article
Adiponectin limits monocytic microparticle-induced endothelial activation by modulation of the AMPK, Akt and NFκB signaling pathways
Ehsan, Mehroz, Singh, Krishna K, Lovren, Fina, Pan, Yi, Quan, Adrian, Mantella, Laura-Eve, Sandhu, Paul, Teoh, Hwee, Al-Omran, Mohammed, Verma, Subodh
Published in Atherosclerosis (01.02.2016)
Published in Atherosclerosis (01.02.2016)
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Journal Article
Handheld versus conventional vascular ultrasound for assessing carotid artery plaque
Mantella, Laura E., Colledanchise, Kayla, Bullen, Milena, Hétu, Marie-France, Day, Andrew G., McLellan, Catherine S., Johri, Amer M.
Published in International journal of cardiology (01.03.2019)
Published in International journal of cardiology (01.03.2019)
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Journal Article
Fingerprint of long non-coding RNA regulated by cyclic mechanical stretch in human aortic smooth muscle cells: implications for hypertension
Mantella, Laura-Eve, Singh, Krishna K., Sandhu, Paul, Kantores, Crystal, Ramadan, Azza, Khyzha, Nadiya, Quan, Adrian, Al-Omran, Mohammed, Fish, Jason E., Jankov, Robert P., Verma, Subodh
Published in Molecular and cellular biochemistry (01.11.2017)
Published in Molecular and cellular biochemistry (01.11.2017)
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Journal Article
The use of ultrasound to assess aortic biomechanics: Implications for aneurysm and dissection
Mantella, Laura E., Chan, Winnie, Bisleri, Gianluigi, Hassan, Syed M. Ali, Liblik, Kiera, Benbarkat, Hanane, Rival, David E., Johri, Amer M.
Published in Echocardiography (Mount Kisco, N.Y.) (01.11.2020)
Published in Echocardiography (Mount Kisco, N.Y.) (01.11.2020)
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Journal Article
A global profile of glucose-sensitive endothelial-expressed long non-coding RNAs
Singh, Krishna K, Mantella, Laura-Eve, Pan, Yi, Quan, Adrian, Sabongui, Sandra, Sandhu, Paul, Teoh, Hwee, Al-Omran, Mohammed, Verma, Subodh
Published in Canadian journal of physiology and pharmacology (01.09.2016)
Published in Canadian journal of physiology and pharmacology (01.09.2016)
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