Cargando…

Machine Learning for COVID-19 Diagnosis and Prognostication: Lessons for Amplifying the Signal While Reducing the Noise

Detalles Bibliográficos
Autores principales:	Driggs, Derek, Selby, Ian, Roberts, Michael, Gkrania-Klotsas, Effrossyni, Rudd, James H. F., Yang, Guang, Babar, Judith, Sala, Evis, Schönlieb, Carola-Bibiane
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Radiological Society of North America 2021
Materias:	Editorial
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7995449/ https://www.ncbi.nlm.nih.gov/pubmed/34240059 http://dx.doi.org/10.1148/ryai.2021210011

Ejemplares similares

A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data
por: Breger, Anna, et al.
Publicado: (2023)

Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
por: Yeung, Michael, et al.
Publicado: (2021)

Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation
por: Yeung, Michael, et al.
Publicado: (2022)

Calibrating the Dice Loss to Handle Neural Network Overconfidence for Biomedical Image Segmentation
por: Yeung, Michael, et al.
Publicado: (2022)

Herpes simplex 1 encephalitis presenting as a brain haemorrhage with normal cerebrospinal fluid analysis: a case report
por: Gkrania-Klotsas, Effrossyni, et al.
Publicado: (2008)

1128 Association between Cytomegalovirus Seropositivity or Titres and Cardiovascular Disease: Systematic Review and Meta-Analysis of Prospective Evidence
por: Ali, Mohsin, et al.
Publicado: (2014)

Variational regularisation for inverse problems with imperfect forward operators and general noise models
por: Bungert, Leon, et al.
Publicado: (2020)

Influenza: epidemiology and hospital management
por: Tyrrell, Carina SB., et al.
Publicado: (2021)

Procedural confidence in hospital based practitioners: implications for the training and practice of doctors at all grades
por: Connick, Rona M, et al.
Publicado: (2009)

Point of care SARS-CoV-2 nucleic acid testing in schools improves school attendance
por: Collier, Dami A., et al.
Publicado: (2022)

1773. Complement level measurements for children in England suggest a possible unreported Post Streptococcal Glomerulonephritis Outbreak
por: Dale, Rachel, et al.
Publicado: (2023)

Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise
por: Toader, Bogdan, et al.
Publicado: (2022)

The impact of imputation quality on machine learning classifiers for datasets with missing values
por: Shadbahr, Tolou, et al.
Publicado: (2023)

Respiratory infectious burden in a cohort of antibody deficiency patients treated with immunoglobulin replacement therapy: The impact of lung pathology and gastroesophageal reflux disease
por: Cutajar, Jonathan, et al.
Publicado: (2023)

Seropositivity and Higher Immunoglobulin G Antibody Levels Against Cytomegalovirus Are Associated With Mortality in the Population-Based European Prospective Investigation of Cancer–Norfolk Cohort
por: Gkrania-Klotsas, Effrossyni, et al.
Publicado: (2013)

ESCMID rapid guidelines for assessment and management of long COVID
por: Yelin, Dana, et al.
Publicado: (2022)

Infimal Convolution Regularisation Functionals of BV and [Formula: see text] Spaces: Part I: The Finite [Formula: see text] Case
por: Burger, Martin, et al.
Publicado: (2016)

Extracting chain lines and laid lines from digital images of medieval paper using spectral total variation decomposition
por: Grossmann, Tamara G., et al.
Publicado: (2023)

GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays
por: Aviles-Rivero, Angelica I., et al.
Publicado: (2022)

Risk factors for herpes simplex virus type-1 infection and reactivation: Cross-sectional studies among EPIC-Norfolk participants
por: Forbes, Harriet, et al.
Publicado: (2019)

An anisotropic interaction model for simulating fingerprints
por: Düring, Bertram, et al.
Publicado: (2019)

A multi‐contrast MRI approach to thalamus segmentation
por: Corona, Veronica, et al.
Publicado: (2020)

Analysis of scoring systems for primary immunodeficiency diagnosis in adult immunology clinics
por: Toms, K., et al.
Publicado: (2020)

Equivariant neural networks for inverse problems
por: Celledoni, Elena, et al.
Publicado: (2021)

Common methodological pitfalls in ICI pneumonitis risk prediction studies
por: Chen, Yichen K., et al.
Publicado: (2023)

Label-free prediction of cell painting from brightfield images
por: Cross-Zamirski, Jan Oscar, et al.
Publicado: (2022)

Unveiling the invisible: mathematical methods for restoring and interpreting illuminated manuscripts
por: Calatroni, Luca, et al.
Publicado: (2018)

Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events
por: Le, Elizabeth P. V., et al.
Publicado: (2021)

Illness in Long-Term Travelers Visiting GeoSentinel Clinics
por: Chen, Lin H., et al.
Publicado: (2009)

Feasibility of using intermittent active monitoring of vital signs by smartphone users to predict SARS-CoV-2 PCR positivity
por: Dolezalova, Nikola, et al.
Publicado: (2023)

Integrating Artificial Intelligence Tools in the Clinical Research Setting: The Ovarian Cancer Use Case
por: Escudero Sanchez, Lorena, et al.
Publicado: (2023)

Operational amplifier noise: techniques and tips for analyzing and reducing noise
por: Kay, Art
Publicado: (2012)

Neutralizing Anti-interferon-γ Autoantibodies: an Ameliorating Factor in COVID-19 Infection?
por: Kacar, Mark, et al.
Publicado: (2021)

Development and validation of a dynamic 48-hour in-hospital mortality risk stratification for COVID-19 in a UK teaching hospital: a retrospective cohort study
por: Wiegand, Martin, et al.
Publicado: (2022)

Millimeter-wave low noise amplifiers
por: Božanić, Mladen, et al.
Publicado: (2017)

Low-noise microwave transistors and amplifiers
por: Fukui, Hatsuaki
Publicado: (1981)

Low noise amplifier for capacitive detectors
por: Schipper, J D, et al.
Publicado: (2000)

A Low Noise Cascode Amplifier
por: Jefferts, Steven R., et al.
Publicado: (1987)

Optical flow analysis reveals that Kinesin-mediated advection impacts the orientation of microtubules in the Drosophila oocyte
por: Drechsler, Maik, et al.
Publicado: (2020)

Regional Variation in Travel-related Illness acquired in Africa, March 1997–May 2011
por: Mendelson, Marc, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_3vd9lifg70229a6qmrcro2sda5