Cargando…

Volume-of-Interest Aware Deep Neural Networks for Rapid Chest CT-Based COVID-19 Patient Risk Assessment

Since December 2019, the world has been devastated by the Coronavirus Disease 2019 (COVID-19) pandemic. Emergency Departments have been experiencing situations of urgency where clinical experts, without long experience and mature means in the fight against COVID-19, have to rapidly decide the most p...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chatzitofis, Anargyros, Cancian, Pierandrea, Gkitsas, Vasileios, Carlucci, Alessandro, Stalidis, Panagiotis, Albanis, Georgios, Karakottas, Antonis, Semertzidis, Theodoros, Daras, Petros, Giannitto, Caterina, Casiraghi, Elena, Sposta, Federica Mrakic, Vatteroni, Giulia, Ammirabile, Angela, Lofino, Ludovica, Ragucci, Pasquala, Laino, Maria Elena, Voza, Antonio, Desai, Antonio, Cecconi, Maurizio, Balzarini, Luca, Chiti, Arturo, Zarpalas, Dimitrios, Savevski, Victor
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7998401/ https://www.ncbi.nlm.nih.gov/pubmed/33799509 http://dx.doi.org/10.3390/ijerph18062842

Ejemplares similares

DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors
por: Chatzitofis, Anargyros, et al.
Publicado: (2019)

Prognostic findings for ICU admission in patients with COVID-19 pneumonia: baseline and follow-up chest CT and the added value of artificial intelligence
por: Laino, Maria Elena, et al.
Publicado: (2022)

The Applications of Artificial Intelligence in Chest Imaging of COVID-19 Patients: A Literature Review
por: Laino, Maria Elena, et al.
Publicado: (2021)

Chest CT in patients with a moderate or high pretest probability of COVID-19 and negative swab
por: Giannitto, Caterina, et al.
Publicado: (2020)

Artificial Intelligence Applied to Pancreatic Imaging: A Narrative Review
por: Laino, Maria Elena, et al.
Publicado: (2022)

Generative Adversarial Networks in Brain Imaging: A Narrative Review
por: Laino, Maria Elena, et al.
Publicado: (2022)

Sudden neck swelling with rash as late manifestation of COVID-19: a case report
por: Giannitto, Caterina, et al.
Publicado: (2021)

Advanced Imaging Supports the Mechanistic Role of Autoimmunity and Plaque Rupture in COVID-19 Heart Involvement
por: Laino, Maria Elena, et al.
Publicado: (2022)

An individualized algorithm to predict mortality in COVID-19 pneumonia: a machine learning based study
por: Laino, Maria Elena, et al.
Publicado: (2022)

A Survey of Deep Learning-Based Image Restoration Methods for Enhancing Situational Awareness at Disaster Sites: The Cases of Rain, Snow and Haze
por: Karavarsamis, Sotiris, et al.
Publicado: (2022)

Bronchoalveolar lavage in suspected COVID-19 cases with a negative nasopharyngeal swab: a retrospective cross-sectional study in a high-impact Northern Italy area
por: Barberi, Caterina, et al.
Publicado: (2021)

Accurate and Fully Automatic Hippocampus Segmentation Using Subject-Specific 3D Optimal Local Maps Into a Hybrid Active Contour Model
por: Zarpalas, Dimitrios, et al.
Publicado: (2014)

Development of a Deep-Learning Pipeline to Recognize and Characterize Macrophages in Colo-Rectal Liver Metastasis
por: Cancian, Pierandrea, et al.
Publicado: (2021)

Artificial Intelligence & Tissue Biomarkers: Advantages, Risks and Perspectives for Pathology
por: Lancellotti, Cesare, et al.
Publicado: (2021)

Artificial intelligence processing electronic health records to identify commonalities and comorbidities cluster at Immuno Center Humanitas
por: Morandini, Pierandrea, et al.
Publicado: (2022)

Word2vec Word Embedding-Based Artificial Intelligence Model in the Triage of Patients with Suspected Diagnosis of Major Ischemic Stroke: A Feasibility Study
por: Desai, Antonio, et al.
Publicado: (2022)

Editorial: Women in environmental physiology 2022
por: Eftedal, Ingrid, et al.
Publicado: (2023)

Oxygen Variations—Insights into Hypoxia, Hyperoxia and Hyperbaric Hyperoxia—Is the Dose the Clue?
por: Balestra, Costantino, et al.
Publicado: (2023)

Chelation Therapy Associated with Antioxidant Supplementation Can Decrease Oxidative Stress and Inflammation in Multiple Sclerosis: Preliminary Results
por: Vezzoli, Alessandra, et al.
Publicado: (2023)

Quantitative chest CT analysis in COVID-19 to predict the need for oxygenation support and intubation
por: Lanza, Ezio, et al.
Publicado: (2020)

Comment on Menzel et al. Common and Novel Markers for Measuring Inflammation and Oxidative Stress Ex Vivo in Research and Clinical Practice—Which to Use Regarding Disease Outcomes? Antioxidants 2021, 10, 414
por: Mrakic-Sposta, Simona, et al.
Publicado: (2021)

The Use of Antiviral Agents against SARS-CoV-2: Ineffective or Time and Age Dependent Result? A Retrospective, Observational Study among COVID-19 Older Adults †
por: Desai, Antonio, et al.
Publicado: (2021)

Assessment of a Standardized ROS Production Profile in Humans by Electron Paramagnetic Resonance
por: Mrakic-Sposta, Simona, et al.
Publicado: (2012)

A Quantitative Method to Monitor Reactive Oxygen Species Production by Electron Paramagnetic Resonance in Physiological and Pathological Conditions
por: Mrakic-Sposta, Simona, et al.
Publicado: (2014)

Editorial: Human Molecular and Physiological Responses to Hypoxia
por: Malacrida, Sandro, et al.
Publicado: (2022)

Glucose-sensing microRNA-21 disrupts ROS homeostasis and impairs antioxidant responses in cellular glucose variability
por: La Sala, Lucia, et al.
Publicado: (2018)

Changes in Factors Regulating Serum Sodium Homeostasis During Two Ultra-Endurance Mountain Races of Different Distances: 69km vs. 121km
por: Schenk, Kai, et al.
Publicado: (2021)

High-altitude mountain telemedicine
por: Martinelli, Massimo, et al.
Publicado: (2020)

Lower miR-21/ROS/HNE levels associate with lower glycemia after habit-intervention: DIAPASON study 1-year later
por: La Sala, Lucia, et al.
Publicado: (2022)

Image Embeddings Extracted from CNNs Outperform Other Transfer Learning Approaches in Classification of Chest Radiographs
por: Gozzi, Noemi, et al.
Publicado: (2022)

Antioxidant Activity with Increased Endogenous Levels of Vitamin C, E and A Following Dietary Supplementation with a Combination of Glutathione and Resveratrol Precursors
por: Biswas, Priscilla, et al.
Publicado: (2020)

Effects of Prolonged Exposure to Hypobaric Hypoxia on Oxidative Stress: Overwintering in Antarctic Concordia Station
por: Mrakic-Sposta, Simona, et al.
Publicado: (2022)

Deep Learning on Multi Sensor Data for Counter UAV Applications—A Systematic Review
por: Samaras, Stamatios, et al.
Publicado: (2019)

Change in Oxidative Stress Biomarkers During 30 Days in Saturation Dive: A Pilot Study
por: Mrakic-Sposta, Simona, et al.
Publicado: (2020)

Influence of Dietary Supplementation for Hyperhomocysteinemia Treatments
por: Vezzoli, Alessandra, et al.
Publicado: (2020)

Oxidative stress and motion sickness in one crew during competitive offshore sailing
por: Giacon, Tommaso Antonio, et al.
Publicado: (2022)

Circulating microRNA-21 is an early predictor of ROS-mediated damage in subjects with high risk of developing diabetes and in drug-naïve T2D
por: La Sala, Lucia, et al.
Publicado: (2019)

Evaluation of Oxidative Stress and Metabolic Profile in a Preclinical Kidney Transplantation Model According to Different Preservation Modalities
por: Simona, Mrakic-Sposta, et al.
Publicado: (2023)

The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital
por: Caruso, Pier Francesco, et al.
Publicado: (2021)

Oxidative Stress Assessment in Response to Ultraendurance Exercise: Thiols Redox Status and ROS Production according to Duration of a Competitive Race
por: Vezzoli, Alessandra, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_2q5vl5hrk127bvv2pf00bklp4f