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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 101–110 of 211 papers

Title	Date	Tasks	Status	Hype
Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis	Jun 23, 2021	Computed Tomography (CT)COVID-19 Diagnosis	—Unverified	0
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis	Jun 14, 2021	COVID-19 DiagnosisDeep Learning	—Unverified	0
A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals	Jun 3, 2021	COVID-19 DiagnosisDecision Making	—Unverified	0
Human-level COVID-19 Diagnosis from Low-dose CT Scans Using a Two-stage Time-distributed Capsule Network	May 31, 2021	Computed Tomography (CT)COVID-19 Diagnosis	CodeCode Available	0
Covid-19 diagnosis from x-ray using neural networks	May 29, 2021	COVID-19 Diagnosis	—Unverified	0
Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis	May 21, 2021	COVID-19 DiagnosisFederated Learning	—Unverified	0
Real-Time COVID-19 Diagnosis from X-Ray Images Using Deep CNN and Extreme Learning Machines Stabilized by Chimp Optimization Algorithm	May 14, 2021	COVID-19 Diagnosis	—Unverified	0
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification	Apr 15, 2021	COVID-19 Diagnosis	—Unverified	0
COVID-19 detection using deep convolutional neural networks and binary-differential-algorithm-based feature selection on X-ray images	Apr 15, 2021	COVID-19 Diagnosisfeature selection	—Unverified	0
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning	Apr 11, 2021	ClassificationComputed Tomography (CT)	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