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COVLIAS 2.0-cXAI: Cloud-Based Explainable Deep Learning System for COVID-19 Lesion Localization in Computed Tomography Scans.

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Title: COVLIAS 2.0-cXAI: Cloud-Based Explainable Deep Learning System for COVID-19 Lesion Localization in Computed Tomography Scans.
Authors: Suri JS; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA.; Advanced Knowledge Engineering Centre, GBTI, Roseville, CA 95661, USA., Agarwal S; Advanced Knowledge Engineering Centre, GBTI, Roseville, CA 95661, USA.; Department of Computer Science Engineering, PSIT, Kanpur 209305, India., Chabert GL; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Carriero A; Department of Radiology, 'Maggiore della Carità' Hospital, University of Piemonte Orientale (UPO), Via Solaroli 17, 28100 Novara, Italy., Paschè A; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Danna PSC; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Saba L; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Mehmedović A; Department of Radiology, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia., Faa G; Department of Pathology, Azienda Ospedaliero Universitaria (A.O.U.), 09124 Cagliari, Italy., Singh IM; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA., Turk M; The Hanse-Wissenschaftskolleg Institute for Advanced Study, 27753 Delmenhorst, Germany., Chadha PS; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA., Johri AM; Department of Medicine, Division of Cardiology, Queen's University, Kingston, ON K7L 3N6, Canada., Khanna NN; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110076, India., Mavrogeni S; Cardiology Clinic, Onassis Cardiac Surgery Center, 17674 Athens, Greece., Laird JR; Heart and Vascular Institute, Adventist Health St. Helena, St. Helena, CA 94574, USA., Pareek G; Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA., Miner M; Men's Health Center, Miriam Hospital, Providence, RI 02912, USA., Sobel DW; Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA., Balestrieri A; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Sfikakis PP; Rheumatology Unit, National Kapodistrian University of Athens, 17674 Athens, Greece., Tsoulfas G; Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece., Protogerou AD; Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece., Misra DP; Department of Immunology, SGPIMS, Lucknow 226014, India., Agarwal V; Department of Immunology, SGPIMS, Lucknow 226014, India., Kitas GD; Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK.; Arthritis Research UK Epidemiology Unit, Manchester University, Manchester M13 9PL, UK., Teji JS; Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA., Al-Maini M; Allergy, Clinical Immunology and Rheumatology Institute, Toronto, ON M5G 1N8, Canada., Dhanjil SK; AtheroPoint LLC., Roseville, CA 95661, USA., Nicolaides A; Vascular Screening and Diagnostic Centre, University of Nicosia Medical School, Engomi 2408, Cyprus., Sharma A; Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA 22902, USA., Rathore V; AtheroPoint LLC., Roseville, CA 95661, USA., Fatemi M; Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Alizad A; Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Krishnan PR; Neurology Department, Fortis Hospital, Bengaluru 560076, India., Nagy F; Internal Medicine Department, University of Szeged, 6725 Szeged, Hungary., Ruzsa Z; Invasive Cardiology Division, University of Szeged, 1122 Budapest, Hungary., Fouda MM; Department of ECE, Idaho State University, Pocatello, ID 83209, USA., Naidu S; Electrical Engineering Department, University of Minnesota, Duluth, MN 55812, USA., Viskovic K; Department of Radiology, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia., Kalra MK; Department of Radiology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA.
Source: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2022 Jun 16; Vol. 12 (6). Date of Electronic Publication: 2022 Jun 16.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: COVLIAS 2.0-cXAI: Cloud-Based Explainable Deep Learning System for COVID-19 Lesion Localization in Computed Tomography Scans.
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  Data: <searchLink fieldCode="AU" term="%22Suri+JS%22">Suri JS</searchLink>; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA.; Advanced Knowledge Engineering Centre, GBTI, Roseville, CA 95661, USA.<br /><searchLink fieldCode="AU" term="%22Agarwal+S%22">Agarwal S</searchLink>; Advanced Knowledge Engineering Centre, GBTI, Roseville, CA 95661, USA.; Department of Computer Science Engineering, PSIT, Kanpur 209305, India.<br /><searchLink fieldCode="AU" term="%22Chabert+GL%22">Chabert GL</searchLink>; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Carriero+A%22">Carriero A</searchLink>; Department of Radiology, 'Maggiore della Carità' Hospital, University of Piemonte Orientale (UPO), Via Solaroli 17, 28100 Novara, Italy.<br /><searchLink fieldCode="AU" term="%22Paschè+A%22">Paschè A</searchLink>; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Danna+PSC%22">Danna PSC</searchLink>; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Saba+L%22">Saba L</searchLink>; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Mehmedović+A%22">Mehmedović A</searchLink>; Department of Radiology, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia.<br /><searchLink fieldCode="AU" term="%22Faa+G%22">Faa G</searchLink>; Department of Pathology, Azienda Ospedaliero Universitaria (A.O.U.), 09124 Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Singh+IM%22">Singh IM</searchLink>; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA.<br /><searchLink fieldCode="AU" term="%22Turk+M%22">Turk M</searchLink>; The Hanse-Wissenschaftskolleg Institute for Advanced Study, 27753 Delmenhorst, Germany.<br /><searchLink fieldCode="AU" term="%22Chadha+PS%22">Chadha PS</searchLink>; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA.<br /><searchLink fieldCode="AU" term="%22Johri+AM%22">Johri AM</searchLink>; Department of Medicine, Division of Cardiology, Queen's University, Kingston, ON K7L 3N6, Canada.<br /><searchLink fieldCode="AU" term="%22Khanna+NN%22">Khanna NN</searchLink>; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110076, India.<br /><searchLink fieldCode="AU" term="%22Mavrogeni+S%22">Mavrogeni S</searchLink>; Cardiology Clinic, Onassis Cardiac Surgery Center, 17674 Athens, Greece.<br /><searchLink fieldCode="AU" term="%22Laird+JR%22">Laird JR</searchLink>; Heart and Vascular Institute, Adventist Health St. Helena, St. Helena, CA 94574, USA.<br /><searchLink fieldCode="AU" term="%22Pareek+G%22">Pareek G</searchLink>; Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA.<br /><searchLink fieldCode="AU" term="%22Miner+M%22">Miner M</searchLink>; Men's Health Center, Miriam Hospital, Providence, RI 02912, USA.<br /><searchLink fieldCode="AU" term="%22Sobel+DW%22">Sobel DW</searchLink>; Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA.<br /><searchLink fieldCode="AU" term="%22Balestrieri+A%22">Balestrieri A</searchLink>; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Sfikakis+PP%22">Sfikakis PP</searchLink>; Rheumatology Unit, National Kapodistrian University of Athens, 17674 Athens, Greece.<br /><searchLink fieldCode="AU" term="%22Tsoulfas+G%22">Tsoulfas G</searchLink>; Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece.<br /><searchLink fieldCode="AU" term="%22Protogerou+AD%22">Protogerou AD</searchLink>; Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece.<br /><searchLink fieldCode="AU" term="%22Misra+DP%22">Misra DP</searchLink>; Department of Immunology, SGPIMS, Lucknow 226014, India.<br /><searchLink fieldCode="AU" term="%22Agarwal+V%22">Agarwal V</searchLink>; Department of Immunology, SGPIMS, Lucknow 226014, India.<br /><searchLink fieldCode="AU" term="%22Kitas+GD%22">Kitas GD</searchLink>; Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK.; Arthritis Research UK Epidemiology Unit, Manchester University, Manchester M13 9PL, UK.<br /><searchLink fieldCode="AU" term="%22Teji+JS%22">Teji JS</searchLink>; Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.<br /><searchLink fieldCode="AU" term="%22Al-Maini+M%22">Al-Maini M</searchLink>; Allergy, Clinical Immunology and Rheumatology Institute, Toronto, ON M5G 1N8, Canada.<br /><searchLink fieldCode="AU" term="%22Dhanjil+SK%22">Dhanjil SK</searchLink>; AtheroPoint LLC., Roseville, CA 95661, USA.<br /><searchLink fieldCode="AU" term="%22Nicolaides+A%22">Nicolaides A</searchLink>; Vascular Screening and Diagnostic Centre, University of Nicosia Medical School, Engomi 2408, Cyprus.<br /><searchLink fieldCode="AU" term="%22Sharma+A%22">Sharma A</searchLink>; Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA 22902, USA.<br /><searchLink fieldCode="AU" term="%22Rathore+V%22">Rathore V</searchLink>; AtheroPoint LLC., Roseville, CA 95661, USA.<br /><searchLink fieldCode="AU" term="%22Fatemi+M%22">Fatemi M</searchLink>; Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA.<br /><searchLink fieldCode="AU" term="%22Alizad+A%22">Alizad A</searchLink>; Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA.<br /><searchLink fieldCode="AU" term="%22Krishnan+PR%22">Krishnan PR</searchLink>; Neurology Department, Fortis Hospital, Bengaluru 560076, India.<br /><searchLink fieldCode="AU" term="%22Nagy+F%22">Nagy F</searchLink>; Internal Medicine Department, University of Szeged, 6725 Szeged, Hungary.<br /><searchLink fieldCode="AU" term="%22Ruzsa+Z%22">Ruzsa Z</searchLink>; Invasive Cardiology Division, University of Szeged, 1122 Budapest, Hungary.<br /><searchLink fieldCode="AU" term="%22Fouda+MM%22">Fouda MM</searchLink>; Department of ECE, Idaho State University, Pocatello, ID 83209, USA.<br /><searchLink fieldCode="AU" term="%22Naidu+S%22">Naidu S</searchLink>; Electrical Engineering Department, University of Minnesota, Duluth, MN 55812, USA.<br /><searchLink fieldCode="AU" term="%22Viskovic+K%22">Viskovic K</searchLink>; Department of Radiology, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia.<br /><searchLink fieldCode="AU" term="%22Kalra+MK%22">Kalra MK</searchLink>; Department of Radiology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA.
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