Imaging in COVID-19 Diagnosis

This cluster addresses imaging techniques used for diagnosing COVID-19 and other diseases, focusing on the importance of medical imaging in pandemic scenarios. Various repositories and datasets for diagnosis are included.

COVID-19
medical imaging
diagnosis
chest X-ray
biopsy

25,481 papers

Parent topic: Advanced Medical Imaging Techniques

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Papers Over Time

19501960197019801990200020102020

Top Papers

The Cancer Imaging Archive (TCIA): Maintaining And Operating A Public Information Repository

2013 · 3,300 citations

ChestX-Ray8: Hospital-Scale Chest X-Ray Database And Benchmarks On Weakly-Supervised Classification And Localization Of Common Thorax Diseases

2017 · 2,482 citations

MRI-Targeted Or Standard Biopsy For Prostate-Cancer Diagnosis

2018 · 2,312 citations

Metrics For Evaluating 3D Medical Image Segmentation: Analysis, Selection, And Tool

2015 · 1,777 citations

Covid-19: Automatic Detection From X-ray Images Utilizing Transfer Learning With Convolutional Neural Networks

2020 · 1,733 citations

Computer-aided Diagnosis In Medical Imaging: Historical Review, Current Status And Future Potential

2007 · 1,347 citations

CheXpert: A Large Chest Radiograph Dataset With Uncertainty Labels And Expert Comparison

2019 · 1,276 citations

Automatic Detection Of Coronavirus Disease (COVID-19) Using X-ray Images And Deep Convolutional Neural Networks

2021 · 1,217 citations

Diagnostic Performance Of Digital Versus Film Mammography For Breast-Cancer Screening

2005 · 1,125 citations

Review Of Artificial Intelligence Techniques In Imaging Data Acquisition, Segmentation, And Diagnosis For COVID-19

2021 · 971 citations

CoroNet: A Deep Neural Network For Detection And Diagnosis Of COVID-19 From Chest X-Ray Images

2020 · 956 citations

Deep Learning For Chest Radiograph Diagnosis: A Retrospective Comparison Of The CheXNeXt Algorithm To Practicing Radiologists

2018 · 910 citations

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images

2020 · 894 citations

Validation, Comparison, And Combination Of Algorithms For Automatic Detection Of Pulmonary Nodules In Computed Tomography Images: The LUNA16 Challenge

2017 · 863 citations

Comparison Of Digital Mammography Alone And Digital Mammography Plus Tomosynthesis In A Population-based Screening Program

2013 · 844 citations

Development Of A Digital Image Database For Chest Radiographs With And Without A Lung Nodule

2000 · 774 citations

Kvasir-SEG: A Segmented Polyp Dataset

2019 · 765 citations

Deep-COVID: Predicting COVID-19 From Chest X-ray Images Using Deep Transfer Learning

2020 · 759 citations

A Diagnostic Approach In Alzheimer's Disease Using Three-Dimensional Stereotactic Surface Projections Of fluorine-18-FDG PET.

1995 · 756 citations

Automatic Lung Segmentation For Accurate Quantitation Of Volumetric X-ray CT Images

2001 · 753 citations