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. 2022 Mar 8;14(6):1370. doi: 10.3390/cancers14061370

Table 1.

Summary of AI application fields.

Screening Diagnosis Treatment
Radiology:
CXR [17,18,19,20,21]
CXR [17,18,19,20,21]
LDCT [22,23,24,25,26,27,28,29,30,31,32,33]
Novel tools:
Genomics [34]
Genomics [34]
Proteomics [35,36]
Exhaled breath [37,38,39]
Risk prediction:
Radiomics [40,41,42,43,44,45,46]
WSI [47,48,49,50,51,52,53]
WSI [47,48,49,50,51,52,53]
Genomics [50,54]
Tumor property classification:
Drug selection [44,45,46,50,55,56,57]
Prognosis prediction:
Drug treatment response [58,59,60]
Post-Surgery recurrence [54,61,62]
Radiotherapy response [63,64]
Side effect estimation:
Radiation pneumonitis [65,66]

CXR: Chest X-ray, LDCT: low-dose computed tomography, WSI: whole slide imaging.