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COVID-19 Diagnosis

Covid-19 Diagnosis is the task of diagnosing the presence of COVID-19 in an individual with machine learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 191–200 of 211 papers

Title	Date	Tasks	Status	Hype
Vulnerability of deep neural networks for detecting COVID-19 cases from chest X-ray images to universal adversarial attacks	May 22, 2020	COVID-19 Diagnosis	CodeCode Available	0
Deep Learning based Diagnosis of COVID-19 usingChest CT-scan Images	May 20, 2020	COVID-19 DiagnosisDeep Learning	CodeCode Available	0
The challenges of deploying artificial intelligence models in a rapidly evolving pandemic	May 19, 2020	COVID-19 DiagnosisDrug Discovery	—Unverified	0
Hemogram Data as a Tool for Decision-making in COVID-19 Management: Applications to Resource Scarcity Scenarios	May 10, 2020	BIG-bench Machine LearningCOVID-19 Diagnosis	—Unverified	0
Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images	May 8, 2020	Computed Tomography (CT)COVID-19 Diagnosis	—Unverified	0
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia	May 6, 2020	Computed Tomography (CT)COVID-19 Diagnosis	—Unverified	0
A Deep Convolutional Neural Network for COVID-19 Detection Using Chest X-Rays	Apr 30, 2020	COVID-19 DiagnosisTransfer Learning	CodeCode Available	0
Decoding SARS-CoV-2 transmission, evolution and ramification on COVID-19 diagnosis, vaccine, and medicine	Apr 29, 2020	COVID-19 DiagnosisDiagnostic	—Unverified	0
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review	Apr 29, 2020	Autonomous VehiclesCOVID-19 Diagnosis	—Unverified	0
A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images	Apr 27, 2020	COVID-19 DiagnosisFairness	CodeCode Available	0

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All datasets COVIDx CXR-3 COVIDx Covid-19 Cough Cambridge COVID-19 CXR Dataset COVIDGR Novel COVID-19 Chestxray Repository

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SS-CXR	Per-Class Accuracy	98.25	—	Unverified
2	DenseNet-169	Per-Class Accuracy	98.15	—	Unverified
3	EfficientNet-B2	Per-Class Accuracy	97.6	—	Unverified
4	Inception Resnet V2	Per-Class Accuracy	97.55	—	Unverified
5	Inception ResNet	Per-Class Accuracy	97.5	—	Unverified
6	DenseNet-121	Per-Class Accuracy	96.5	—	Unverified
7	ViT-S	Per-Class Accuracy	89.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Sanskar et al.	3-class test accuracy	98.38	—	Unverified
2	Corona-Nidaan	3-class test accuracy	95	—	Unverified
3	COVID-WideNet	AUC	0.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AUCO ResNet	AUC	0.83	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ViT-B/32	Average F1	0.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DINO-CXR	Accuracy	76.47	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Bhowal et al.	ACCURACY	95.49	—	Unverified