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Table 13 Numerous imaging datasets explored relevant to prominent lung diseases

From: A methodical exploration of imaging modalities from dataset to detection through machine learning paradigms in prominent lung disease diagnosis: a review

Lung Disease Type

Imaging Modality

Imaging Dataset Explored

Pneumonia

X-Ray

[42,43,44,45,46,47,48,49,50,51,52,53,54,55, 137, 138, 140,141,142,143, 145, 146, 148,149,150,151]

CT scan

[63, 147, 152, 153]

Infrared Thermal Imaging

[144]

Lung Cancer

X-Ray

[44, 46, 52, 56, 157, 160, 163]

CT scan

[64,65,66,67,68,69,70,71,72,73, 154,155,156, 158, 159, 161, 162, 164]

PET

[68, 69, 73]

MRI

[165]

COVID-19

X-Ray

[47, 48, 53,54,55, 57,58,59,60, 168,169,170,171,172,173,174,175,176,177,178]

CT scan

[57, 59, 74,75,76,77,78, 178,179,180,181]

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BMC Medical Imaging

ISSN: 1471-2342

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