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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 Framework.
Dubey, Arun Kumar; Chabert, Gian Luca; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro S C; Agarwal, Sushant; Mohanty, Lopamudra; 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.
Afiliação
  • Dubey AK; Bharati Vidyapeeth's College of Engineering, New Delhi 110063, India.
  • Chabert GL; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy.
  • Carriero A; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy.
  • Pasche A; Department of Radiology, "Maggiore della Carità" Hospital, University of Piemonte Orientale, Via Solaroli 17, 28100 Novara, Italy.
  • Danna PSC; Department of Radiology, "Maggiore della Carità" Hospital, University of Piemonte Orientale, Via Solaroli 17, 28100 Novara, Italy.
  • Agarwal S; Advanced Knowledge Engineering Centre, GBTI, Roseville, CA 95661, USA.
  • Mohanty L; ABES Engineering College, Ghaziabad 201009, India.
  • Nillmani; Department of Computer Science Engineering, Bennett University, Greater Noida 201310, India.
  • Sharma N; School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, India.
  • Yadav S; School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, India.
  • Jain A; Bharati Vidyapeeth's College of Engineering, New Delhi 110063, India.
  • Kumar A; Bharati Vidyapeeth's College of Engineering, New Delhi 110063, India.
  • Kalra MK; Department of Computer Science Engineering, Bennett University, Greater Noida 201310, India.
  • Sobel DW; Department of Radiology, Massachusetts General Hospital, Boston, MA 02115, USA.
  • Laird JR; Men's Health Centre, Miriam Hospital Providence, Providence, RI 02906, USA.
  • Singh IM; Heart and Vascular Institute, Adventist Health St. Helena, St. Helena, CA 94574, USA.
  • Singh N; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.
  • Tsoulfas G; Department of Food Science and Technology, Graphic Era, Deemed to be University, Dehradun 248002, India.
  • Fouda MM; Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece.
  • Alizad A; Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA.
  • Kitas GD; Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA.
  • Khanna NN; Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK.
  • Viskovic K; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110001, India.
  • Kukuljan M; Department of Radiology and Ultrasound, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia.
  • Al-Maini M; Department of Interventional and Diagnostic Radiology, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia.
  • El-Baz A; Allergy, Clinical Immunology & Rheumatology Institute, Toronto, ON L4Z 4C4, Canada.
  • Saba L; Biomedical Engineering Department, University of Louisville, Louisville, KY 40292, USA.
  • Suri JS; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy.
Diagnostics (Basel) ; 13(11)2023 Jun 02.
Article em En | MEDLINE | ID: mdl-37296806
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Guideline Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Guideline Idioma: En Ano de publicação: 2023 Tipo de documento: Article