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Table 12 Machine learning and sub-fields

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

Imaging Modality Type

Article Investigated

X-Ray

[3, 6, 13,14,15,16,17, 19, 41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62, 85, 103, 137, 138, 140,141,142,143, 145, 146, 148,149,150,151, 157, 160, 163, 168,169,170,171,172,173,174,175,176,177,178]

CT scan

[6, 57, 59, 64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80, 82, 103, 139, 147, 152,153,154,155,156, 158, 159, 161, 162, 164, 166, 167, 178,179,180,181]

PET

[6, 68, 69, 73, 81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103]

MRI

[7, 83,84,85, 165]

Infrared

[144]

SSMI

[8, 86,87,88]

Molecular

[9]

At-bedside

[89]

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BMC Medical Imaging

ISSN: 1471-2342

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