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. 2025 Aug 18;44(1):97–105. doi: 10.1007/s11604-025-01853-y

Table 1.

Inclusion and exclusion criteria

Inclusion Exclusion
General criteria

English language

Primary research studies

Reviews, letters, preprints, commentaries, book chapters, case studies, editorials, conference abstracts

Retracted studies

Context

Binary comparison of HCC to non-HCC among a cohort of FLLs

Pathological diagnosis as a gold standard

Any healthcare setting (e.g. private or public systems)

HCC subtypes

Animal studies

Severe class imbalance (< 1:10)

Intervention

Minimum three CT phases used in AI or deep learning model

Use of AI models to automatically analyse and report on datasets of CT images

MRI or ultrasound imaging
Outcomes

Diagnosis of HCC reported with specificity and sensitivity

Radiologist comparison group