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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 71–80 of 211 papers

Title	Date	Tasks	Status	Hype	Score
Deep Learning based Diagnosis of COVID-19 usingChest CT-scan Images	May 20, 2020	COVID-19 DiagnosisDeep Learning	CodeCode Available	0	5
Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis	Sep 26, 2020	COVID-19 DiagnosisSegmentation	CodeCode Available	0	5
C2C: Cough to COVID-19 Detection in BHI 2023 Data Challenge	Nov 1, 2023	COVID-19 DiagnosisData Augmentation	CodeCode Available	0	5
A free web service for fast COVID-19 classification of chest X-Ray images	Aug 27, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	0	5
Deep Learning Based Automated COVID-19 Classification from Computed Tomography Images	Nov 22, 2021	3D ClassificationAnatomy	CodeCode Available	0	5
Virtual imaging trials improved the transparency and reliability of AI systems in COVID-19 imaging	Aug 17, 2023	3D ClassificationComputed Tomography (CT)	CodeCode Available	0	5
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	5
CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis	Nov 24, 2023	COVID-19 DiagnosisSegmentation	CodeCode Available	0	5
A 3D CNN Network with BERT For Automatic COVID-19 Diagnosis From CT-Scan Images	Jun 28, 2021	COVID-19 Diagnosis	CodeCode Available	0	5
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet model	Mar 9, 2022	Binary ClassificationCOVID-19 Diagnosis	CodeCode Available	0	5

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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