SOTAVerified|Agents Browse Leaderboard About

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 61–70 of 211 papers

Title	Date	Tasks	Status	Hype
Analyzing the impact of SARS-CoV-2 variants on respiratory sound signals	Jun 24, 2022	COVID-19 DiagnosisSpecificity	—Unverified	0
Coswara: A website application enabling COVID-19 screening by analysing respiratory sound samples and health symptoms	Jun 9, 2022	COVID-19 Diagnosis	CodeCode Available	2
COVIR: A virtual rendering of a novel NN architecture O-Net for COVID-19 Ct-scan automatic lung lesions segmentation	May 15, 2022	2D Semantic SegmentationCOVID-19 Diagnosis	CodeCode Available	0
Combating COVID-19 using Generative Adversarial Networks and Artificial Intelligence for Medical Images: A Scoping Review	May 15, 2022	COVID-19 DiagnosisData Augmentation	—Unverified	0
HRCTCov19 -- A High-Resolution Chest CT Scan Image Dataset for COVID-19 Diagnosis and Differentiation	May 6, 2022	Computed Tomography (CT)COVID-19 Diagnosis	—Unverified	0
Using a novel fractional-order gradient method for CNN back-propagation	May 1, 2022	COVID-19 Diagnosis	—Unverified	0
Early COVID-19 Diagnosis from Lung Ultrasound Images Combining RIULBP-TP and 3D-DenseNet	Apr 19, 2022	COVID-19 Diagnosis	—Unverified	0
A Novel Approach for detecting Normal, COVID-19 and Pneumonia patient using only binary classifications from chest CT-Scans	Mar 28, 2022	COVID-19 DiagnosisDiagnostic	CodeCode Available	1
ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation	Mar 25, 2022	COVID-19 DiagnosisCOVID-19 Image Segmentation	—Unverified	0
A Two-Stage Federated Transfer Learning Framework in Medical Images Classification on Limited Data: A COVID-19 Case Study	Mar 24, 2022	COVID-19 DiagnosisFederated Learning	—Unverified	0

Show:10 25 50

← PrevPage 7 of 22Next →

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