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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 21–30 of 211 papers

Title	Date	Tasks	Status	Hype
tmn at #SMM4H 2023: Comparing Text Preprocessing Techniques for Detecting Tweets Self-reporting a COVID-19 Diagnosis	Nov 1, 2023	COVID-19 Diagnosis	—Unverified	0
Deep Learning Models for Classification of COVID-19 Cases by Medical Images	Oct 24, 2023	Computed Tomography (CT)COVID-19 Diagnosis	—Unverified	0
COVID-19 detection using ViT transformer-based approach from Computed Tomography Images	Oct 12, 2023	Binary ClassificationCOVID-19 Diagnosis	CodeCode Available	0
Advancing Diagnostic Precision: Leveraging Machine Learning Techniques for Accurate Detection of Covid-19, Pneumonia, and Tuberculosis in Chest X-Ray Images	Oct 9, 2023	COVID-19 DiagnosisDiagnostic	—Unverified	0
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images	Sep 30, 2023	COVID-19 Diagnosisimage-classification	—Unverified	0
Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications	Sep 7, 2023	COVID-19 DiagnosisLesion Segmentation	—Unverified	0
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
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification	Aug 1, 2023	COVID-19 DiagnosisImage Classification	—Unverified	0
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images	Jun 12, 2023	Binary ClassificationClassification	—Unverified	0
MEDNC: Multi-ensemble deep neural network for COVID-19 diagnosis	Apr 25, 2023	Computed Tomography (CT)COVID-19 Diagnosis	—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