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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 41–50 of 211 papers

Title	Date	Tasks	Status	Hype
A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron	Feb 13, 2022	COVID-19 DiagnosisDiagnostic	—Unverified	0
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images	Dec 10, 2023	Binary ClassificationComputed Tomography (CT)	—Unverified	0
COVID 19 Diagnosis Analysis using Transfer Learning	Mar 16, 2025	COVID-19 DiagnosisDiagnostic	—Unverified	0
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging	Mar 1, 2023	COVID-19 DiagnosisDecision Making	—Unverified	0
A hybrid deep learning framework for Covid-19 detection via 3D Chest CT Images	Jul 8, 2021	COVID-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
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
COVID-19 Detection Based on Blood Test Parameters using Various Artificial Intelligence Methods	Apr 2, 2024	COVID-19 Diagnosis	—Unverified	0
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19)	Aug 9, 2020	COVID-19 DiagnosisDeep Learning	—Unverified	0
COVID-19 Detection in Chest X-ray Images Using Swin-Transformer and Transformer in Transformer	Oct 16, 2021	COVID-19 DiagnosisEthics	—Unverified	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