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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 141–150 of 211 papers

Title	Date	Tasks	Status	Hype
Domain Adaptation Using Pseudo Labels for COVID-19 Detection	Mar 18, 2024	COVID-19 DiagnosisDiagnostic	—Unverified	0
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia	May 6, 2020	Computed Tomography (CT)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
Pinball-OCSVM for early-stage COVID-19 diagnosis with limited posteroanterior chest X-ray images	Oct 16, 2020	COVID-19 DiagnosisDeep Learning	—Unverified	0
Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture	Nov 28, 2023	COVID-19 DiagnosisDiagnostic	—Unverified	0
Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation	Mar 16, 2023	COVID-19 DiagnosisMedical Image Analysis	—Unverified	0
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images	Jun 12, 2023	Binary ClassificationClassification	—Unverified	0
Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection	Mar 22, 2020	COVID-19 DiagnosisDeep Learning	—Unverified	0
Evaluating the COVID-19 Identification ResNet (CIdeR) on the INTERSPEECH COVID-19 from Audio Challenges	Jul 30, 2021	COVID-19 Diagnosis	—Unverified	0
Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine	Oct 10, 2022	COVID-19 DiagnosisData Augmentation	—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