GeneAI 3.0: powerful, novel, generalized hybrid and ensemble deep learning frameworks for miRNA species classification of stationary patterns from nucleotides von 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.

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Economics of Artificial Intelligence in Healthcare: Diagnosis vs. Treatment von Khanna, Narendra N, Maindarkar, Mahesh A, Viswanathan, Vijay, Fernandes, Jose Fernandes E, Paul, Sudip, Bhagawati, Mrinalini, Ahluwalia, Puneet, Ruzsa, Zoltan, Sharma, Aditya, Kolluri, Raghu, Singh, Inder M, Laird, John R, Fatemi, Mostafa, Alizad, Azra, Saba, Luca, Agarwal, Vikas, Sharma, Aman, Teji, Jagjit S, Al-Maini, Mustafa, Rathore, Vijay, Naidu, Subbaram, Liblik, Kiera, Johri, Amer M, Turk, Monika, Mohanty, Lopamudra, Sobel, David W, Miner, Martin, Viskovic, Klaudija, Tsoulfas, George, Protogerou, Athanasios D, Kitas, George D, Fouda, Mostafa M, Chaturvedi, Seemant, Kalra, Mannudeep K, Suri, Jasjit S

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COVLIAS 1.0: Lung Segmentation in COVID-19 Computed Tomography Scans Using Hybrid Deep Learning Artificial Intelligence Models von Suri, Jasjit S., Agarwal, Sushant, Pathak, Rajesh, Ketireddy, Vedmanvitha, Columbu, Marta, Saba, Luca, Gupta, Suneet K., Faa, Gavino, Singh, Inder M., Turk, Monika, Chadha, Paramjit S., Johri, Amer M., Khanna, Narendra N., Viskovic, Klaudija, Mavrogeni, Sophie, Laird, John R., Pareek, Gyan, Miner, Martin, Sobel, David W., Balestrieri, Antonella, Sfikakis, Petros P., Tsoulfas, George, Protogerou, Athanasios, Misra, Durga Prasanna, Agarwal, Vikas, Kitas, George D., Teji, Jagjit S., Al-Maini, Mustafa, Dhanjil, Surinder K., Nicolaides, Andrew, Sharma, Aditya, Rathore, Vijay, Fatemi, Mostafa, Alizad, Azra, Krishnan, Pudukode R., Frence, Nagy, Ruzsa, Zoltan, Gupta, Archna, Naidu, Subbaram, Kalra, Mannudeep

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Cardiovascular/Stroke Risk Stratification in Parkinson's Disease Patients Using Atherosclerosis Pathway and Artificial Intelligence Paradigm: A Systematic Review von Suri, Jasjit S, Paul, Sudip, Maindarkar, Maheshrao A, Puvvula, Anudeep, Saxena, Sanjay, Saba, Luca, Turk, Monika, Laird, John R, Khanna, Narendra N, Viskovic, Klaudija, Singh, Inder M, Kalra, Mannudeep, Krishnan, Padukode R, Johri, Amer, Paraskevas, Kosmas I

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Ensemble Deep Learning Derived from Transfer Learning for Classification of COVID-19 Patients on Hybrid Deep-Learning-Based Lung Segmentation: A Data Augmentation and Balancing Fra... von Dubey, Arun Kumar, Chabert, Gian Luca, Carriero, Alessandro, Pasche, Alessio, Danna, Pietro S C, Agarwal, Sushant, Mohanty, Lopamudra, Nillmani, Sharma, Neeraj, Yadav, Sarita, Jain, Achin, Kumar, Ashish, Kalra, Mannudeep K, Sobel, David W, Laird, John R, Singh, Inder M, Singh, Narpinder, Tsoulfas, George, Fouda, Mostafa M, Alizad, Azra, Kitas, George D, Khanna, Narendra N, Viskovic, Klaudija, Kukuljan, Melita, Al-Maini, Mustafa, El-Baz, Ayman, Saba, Luca, Suri, Jasjit S

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Secondary Prevention after Ischemic Stroke or Transient Ischemic Attack von Bangalore, Sripal, MD, MHA, Schwamm, Lee, MD, Smith, Eric E., MD, MPH, Singh, Inder M., MD, MS, Liang, Li, PhD, Fonarow, Gregg C., MD, Bhatt, Deepak L., MD, MPH

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Cardiovascular Disease Risk Stratification Using Hybrid Deep Learning Paradigm: First of Its Kind on Canadian Trial Data von Bhagawati, Mrinalini, Paul, Sudip, Mantella, Laura, Johri, Amer M, Gupta, Siddharth, Laird, John R, Singh, Inder M, Khanna, Narendra N, Al-Maini, Mustafa, Isenovic, Esma R, Tiwari, Ekta, Singh, Rajesh, Nicolaides, Andrew, Saba, Luca, Anand, Vinod, Suri, Jasjit S

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DermAI 1.0: A Robust, Generalized, and Novel Attention-Enabled Ensemble-Based Transfer Learning Paradigm for Multiclass Classification of Skin Lesion Images von Sanga, Prabhav, Singh, Jaskaran, Dubey, Arun Kumar, Khanna, Narendra N., Laird, John R., Faa, Gavino, Singh, Inder M., Tsoulfas, Georgios, Kalra, Mannudeep K., Teji, Jagjit S., Al-Maini, Mustafa, Rathore, Vijay, Agarwal, Vikas, Ahluwalia, Puneet, Fouda, Mostafa M., Saba, Luca, Suri, Jasjit S.

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Nutrition, atherosclerosis, arterial imaging, cardiovascular risk stratification, and manifestations in COVID-19 framework: a narrative review von Munjral, Smiksha, Ahluwalia, Puneet, Jamthikar, Ankush D, Puvvula, Anudeep, Saba, Luca, Faa, Gavino, Singh, Inder M, Chadha, Paramjit S, Turk, Monika, Johri, Amer M, Khanna, Narendra N, Viskovic, Klaudija, Mavrogeni, Sophie, Laird, John R, Pareek, Gyan, Miner, Martin, Sobel, David W, Balestrieri, Antonella, Sfikakis, Petros P, Tsoulfas, George, Protogerou, Athanasios, Misra, Prasanna, Agarwal, Vikas, Kitas, George D, Kolluri, Raghu, Teji, Jagjit, Al-Maini, Mustafa, Dhanjil, Surinder K, Sockalingam, Meyypan, Saxena, Ajit, Sharma, Aditya, Rathore, Vijay, Fatemi, Mostafa, Alizad, Azra, Viswanathan, Vijay, Krishnan, P K, Omerzu, Tomaz, Naidu, Subbaram, Nicolaides, Andrew, Suri, Jasjit S

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Cardiovascular/Stroke Risk Assessment in Patients with Erectile Dysfunction-A Role of Carotid Wall Arterial Imaging and Plaque Tissue Characterization Using Artificial Intelligence... von Khanna, Narendra N, Maindarkar, Mahesh, Saxena, Ajit, Ahluwalia, Puneet, Paul, Sudip, Srivastava, Saurabh K, Cuadrado-Godia, Elisa, Sharma, Aditya, Omerzu, Tomaz, Saba, Luca, Mavrogeni, Sophie, Turk, Monika, Laird, John R, Kitas, George D, Fatemi, Mostafa, Barqawi, Al Baha, Miner, Martin, Singh, Inder M, Johri, Amer, Kalra, Mannudeep M, Agarwal, Vikas, Paraskevas, Kosmas I, Teji, Jagjit S, Fouda, Mostafa M, Pareek, Gyan, Suri, Jasjit S

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High-Density Lipoprotein as a Therapeutic Target: A Systematic Review von Singh, Inder M, Shishehbor, Mehdi H, Ansell, Benjamin J

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Bedside Assessment of Cardiac Hemodynamics: The Impact of Noninvasive Testing and Examiner Experience von From, Aaron M., MD, Lam, Carolyn S.P., MBBS, Pitta, Sridevi R., MBBS, Kumar, Prasanna Venkatesh, MBBS, Balbissi, Kais A., MBBS, Booker, Jeffrey D., MD, Singh, Inder M., MD, MS, Sorajja, Paul, MD, Reeder, Guy S., MD, Borlaug, Barry A., MD

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In Unstable Angina or Non–ST-Segment Acute Coronary Syndrome, Should Patients With Multivessel Coronary Artery Disease Undergo Multivessel or Culprit-Only Stenting? von Shishehbor, Mehdi H., DO, MPH, Lauer, Michael S., MD, FACC, Singh, Inder M., MD, MS, Chew, Derek P., MBBS, MPH, Karha, Juhana, MD, Brener, Sorin J., MD, FACC, Moliterno, David J., MD, FACC, Ellis, Stephen G., MD, FACC, Topol, Eric J., MD, FACC, Bhatt, Deepak L., MD, FACC

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Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaqu... von 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.

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COVID-19 pathways for brain and heart injury in comorbidity patients: A role of medical imaging and artificial intelligence-based COVID severity classification: A review von Suri, Jasjit S., Puvvula, Anudeep, Biswas, Mainak, Majhail, Misha, Saba, Luca, Faa, Gavino, Singh, Inder M., Oberleitner, Ronald, Turk, Monika, Chadha, Paramjit S., Johri, Amer M., Sanches, J. Miguel, Khanna, Narendra N., Viskovic, Klaudija, Mavrogeni, Sophie, Laird, John R., Pareek, Gyan, Miner, Martin, Sobel, David W., Balestrieri, Antonella, Sfikakis, Petros P., Tsoulfas, George, Protogerou, Athanasios, Misra, Durga Prasanna, Agarwal, Vikas, Kitas, George D., Ahluwalia, Puneet, Kolluri, Raghu, Teji, Jagjit, Maini, Mustafa Al, Agbakoba, Ann, Dhanjil, Surinder K., Sockalingam, Meyypan, Saxena, Ajit, Nicolaides, Andrew, Sharma, Aditya, Rathore, Vijay, Ajuluchukwu, Janet N.A., Fatemi, Mostafa, Alizad, Azra, Viswanathan, Vijay, Krishnan, Pudukode R., Naidu, Subbaram

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A narrative review on characterization of acute respiratory distress syndrome in COVID-19-infected lungs using artificial intelligence von Suri, Jasjit S., Agarwal, Sushant, Gupta, Suneet K., Puvvula, Anudeep, Biswas, Mainak, Saba, Luca, Bit, Arindam, Tandel, Gopal S., Agarwal, Mohit, Patrick, Anubhav, Faa, Gavino, Singh, Inder M., Oberleitner, Ronald, Turk, Monika, Chadha, Paramjit S., Johri, Amer M., Miguel Sanches, J., Khanna, Narendra N., Viskovic, Klaudija, Mavrogeni, Sophie, Laird, John R., Pareek, Gyan, Miner, Martin, Sobel, David W., Balestrieri, Antonella, Sfikakis, Petros P., Tsoulfas, George, Protogerou, Athanasios, Misra, Durga Prasanna, Agarwal, Vikas, Kitas, George D., Ahluwalia, Puneet, Teji, Jagjit, Al-Maini, Mustafa, Dhanjil, Surinder K., Sockalingam, Meyypan, Saxena, Ajit, Nicolaides, Andrew, Sharma, Aditya, Rathore, Vijay, Ajuluchukwu, Janet N.A., Fatemi, Mostafa, Alizad, Azra, Viswanathan, Vijay, Krishnan, P.K., Naidu, Subbaram

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Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using CO... von Agarwal, Mohit, Agarwal, Sushant, Saba, Luca, Chabert, Gian Luca, Gupta, Suneet, Carriero, Alessandro, Pasche, Alessio, Danna, Pietro, Mehmedovic, Armin, Faa, Gavino, Shrivastava, Saurabh, Jain, Kanishka, Jain, Harsh, Jujaray, Tanay, Singh, Inder M., Turk, Monika, Chadha, Paramjit S., Johri, Amer M., Khanna, Narendra N., Mavrogeni, Sophie, Laird, John R., Sobel, David W., Miner, Martin, Balestrieri, Antonella, Sfikakis, Petros P., Tsoulfas, George, Misra, Durga Prasanna, Agarwal, Vikas, Kitas, George D., Teji, Jagjit S., Al-Maini, Mustafa, Dhanjil, Surinder K., Nicolaides, Andrew, Sharma, Aditya, Rathore, Vijay, Fatemi, Mostafa, Alizad, Azra, Krishnan, Pudukode R., Yadav, Rajanikant R., Nagy, Frence, Kincses, Zsigmond Tamás, Ruzsa, Zoltan, Naidu, Subbaram, Viskovic, Klaudija, Kalra, Manudeep K., Suri, Jasjit S.

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Artificial intelligence-based preventive, personalized and precision medicine for cardiovascular disease/stroke risk assessment in rheumatoid arthritis patients: a narrative review von Al-Maini, Mustafa, Maindarkar, Mahesh, Kitas, George D., Khanna, Narendra N., Misra, Durga Prasanna, Johri, Amer M., Mantella, Laura, Agarwal, Vikas, Sharma, Aman, Singh, Inder M., Tsoulfas, George, Laird, John R., Faa, Gavino, Teji, Jagjit, Turk, Monika, Viskovic, Klaudija, Ruzsa, Zoltan, Mavrogeni, Sophie, Rathore, Vijay, Miner, Martin, Kalra, Manudeep K., Isenovic, Esma R., Saba, Luca, Fouda, Mostafa M., Suri, Jasjit S.

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Deep learning approach for cardiovascular disease risk stratification and survival analysis on a Canadian cohort von Bhagawati, Mrinalini, Paul, Sudip, Mantella, Laura, Johri, Amer M., Laird, John R., Singh, Inder M., Singh, Rajesh, Garg, Deepak, Fouda, Mostafa M., Khanna, Narendra N., Cau, Riccardo, Abraham, Ajith, Al-Maini, Mostafa, Isenovic, Esma R., Sharma, Aditya M., Fernandes, Jose Fernandes E., Chaturvedi, Seemant, Karla, Mannudeep K., Nicolaides, Andrew, Saba, Luca, Suri, Jasjit S.

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Multicenter Study on COVID-19 Lung Computed Tomography Segmentation with varying Glass Ground Opacities using Unseen Deep Learning Artificial Intelligence Paradigms: COVLIAS 1.0 Va... von Suri, Jasjit S., Agarwal, Sushant, Saba, Luca, Chabert, Gian Luca, Carriero, Alessandro, Paschè, Alessio, Danna, Pietro, Mehmedović, Armin, Faa, Gavino, Jujaray, Tanay, Singh, Inder M., Khanna, Narendra N., Laird, John R., Sfikakis, Petros P., Agarwal, Vikas, Teji, Jagjit S., R Yadav, Rajanikant, Nagy, Ferenc, Kincses, Zsigmond Tamás, Ruzsa, Zoltan, Viskovic, Klaudija, Kalra, Mannudeep K.

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