R
Ronald Oberleitner
Publications - 4
Citations - 174
Ronald Oberleitner is an academic researcher. The author has contributed to research in topics: ARDS & Lung injury. The author has an hindex of 3, co-authored 4 publications receiving 56 citations.
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Journal ArticleDOI
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.
Jasjit S. Suri,Anudeep Puvvula,Mainak Biswas,Misha Majhail,Luca Saba,Gavino Faa,Inder M. Singh,Ronald Oberleitner,Monika Turk,Paramjit S. Chadha,Amer M. Johri,J. Miguel Sanches,Narendra N. Khanna,Klaudija Višković,Sophie Mavrogeni,John R Laird,Gyan Pareek,Martin Miner,David W. Sobel,Antonella Balestrieri,Petros P. Sfikakis,George Tsoulfas,Athanasios Protogerou,Durga Prasanna Misra,Vikas Agarwal,George D Kitas,Puneet Ahluwalia,Raghu Kolluri,Jagjit S Teji,Mustafa Al Maini,Ann Agbakoba,Surinder Dhanjil,Meyypan Sockalingam,Ajit Saxena,Andrew Nicolaides,Aditya Sharma,Vijay Rathore,J N A Ajuluchukwu,Mostafa Fatemi,Azra Alizad,Vijay Viswanathan,Pudukode R. Krishnan,Subbaram Naidu +42 more
TL;DR: The role of image-based AI is considered, which can be used to characterize the tissues of a COVID-19 patient and classify the severity of their infection, which is more important than ever as the pandemic surges and countries worldwide grapple with limited medical resources for detection and diagnosis.
Journal ArticleDOI
A narrative review on characterization of acute respiratory distress syndrome in COVID-19-infected lungs using artificial intelligence.
Jasjit S. Suri,Sushant Agarwal,Suneet K. Gupta,Anudeep Puvvula,Mainak Biswas,Luca Saba,Arindam Bit,Gopal S. Tandel,Mohit Agarwal,Anubhav Patrick,Gavino Faa,Inder M. Singh,Ronald Oberleitner,Monika Turk,Paramjit S. Chadha,Amer M. Johri,J. Miguel Sanches,Narendra N. Khanna,Klaudija Višković,Sophie Mavrogeni,John R. Laird,Gyan Pareek,Martin Miner,David W. Sobel,Antonella Balestrieri,Petros P. Sfikakis,George Tsoulfas,Athanasios Protogerou,Durga Prasanna Misra,Vikas Agarwal,George D. Kitas,Puneet Ahluwalia,Jagjit S Teji,Mustafa Al-Maini,Surinder Dhanjil,Meyypan Sockalingam,Ajit Saxena,Andrew Nicolaides,Aditya Sharma,Vijay Rathore,J N A Ajuluchukwu,Mostafa Fatemi,Azra Alizad,Vijay Viswanathan,P.K. Krishnan,Subbaram Naidu +45 more
TL;DR: In this paper, the authors present the pathological layout of the lungs in the COVID-19 scenario, followed by understanding and then explaining the comorbid statistical distributions in the ARDS framework.
Journal ArticleDOI
Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs.
Luca Saba,Mohit Agarwal,Anubhav Patrick,Anudeep Puvvula,Suneet K. Gupta,Alessandro Carriero,John R. Laird,George D. Kitas,George D. Kitas,Amer M. Johri,Antonella Balestrieri,Zeno Falaschi,Alessio Paschè,Vijay Viswanathan,Ayman El-Baz,Iqbal Alam,Abhinav Jain,D. Subbaram Naidu,Ronald Oberleitner,Narendra N. Khanna,Arindam Bit,Mostafa Fatemi,Azra Alizad,Jasjit S. Suri +23 more
TL;DR: In this article, six models, two traditional machine learning (ML)-based (k-NN and RF), two transfer learning (TL-based (VGG19 and InceptionV3), and the last two were our custom-designed deep learning (DL) models (CNN and iCNN) were developed for classification between COVID pneumonia and non-COVID pneumonia (NCoP) and K10 cross-validation (90% training: 10% testing) protocol on an Italian cohort of 100 COP and 30 NCoP patients was used for performance evaluation and
Journal ArticleDOI
Integration of cardiovascular risk assessment with COVID-19 using artificial intelligence.
Jasjit S. Suri,Anudeep Puvvula,Misha Majhail,Mainak Biswas,Ankush D Jamthikar,Luca Saba,Gavino Faa,Inder M. Singh,Ronald Oberleitner,Monika Turk,Saurabh Kr. Srivastava,Paramjit S. Chadha,Harman S. Suri,Amer M. Johri,Vijay Nambi,J. Miguel Sanches,Narendra N. Khanna,Klaudija Višković,Sophie Mavrogeni,John R. Laird,Arindam Bit,Gyan Pareek,Martin Miner,Antonella Balestrieri,Petros P. Sfikakis,George Tsoulfas,Athanasios Protogerou,Durga Prasanna Misra,Vikas Agarwal,George D. Kitas,George D. Kitas,Raghu Kolluri,Jagjit S Teji,Michele Porcu,Mustafa Al-Maini,Ann Agbakoba,Meyypan Sockalingam,Ajit Sexena,Andrew Nicolaides,Aditya Sharma,Vijay Rathore,Vijay Viswanathan,Subbaram Naidu,Deepak L. Bhatt +43 more
TL;DR: In this article, the authors show the powerful methods of AI for tracking cardiovascular risks and conclude that AI could potentially become an integral part of the COVID-19 disease management system.