Table 1 Systematic reviews of artificial intelligence-based diagnostic accuracy studies in axial imaging.
Author | Specialty | Included studies | Input variables | Diagnosis |
|---|---|---|---|---|
Nayantara 202046 | Hepatology | 25 | CT | Liver lesions |
Cho 202011 | Oncology | 12 | MRI | Cerebral metastases |
Crombé 202047 | Oncology | 52 | CT, CT-PET, MRI, US | Sarcoma |
Kunze 202048 | Musculoskeletal | 11 | MRI | ACL and/or meniscal tears |
Groot 202013 | Musculoskeletal | 14 | MRI, X-Rays, US | X-Ray: Fracture detection and/or classification MRI: meniscal/ligament tears, tuberculous vs pyogenic spondylitis US: lateral epicondylitis |
Steardo Jr 202034 | Psychiatry | 22 | fMRI | Schizophrenia |
Ninatti 202049 | Oncology | 24 | CT, PET-CT | Molecular therapy targets |
Ursprung 202010 | Oncology | 57 | CT, MRI | Renal cell carcinoma |
Halder 202050 | Respiratory Medicine | 45 | CT | Lung nodules |
Li 201951 | Respiratory Medicine | 26 | CT | Lung nodule detection and/or classification |
Azer 201952 | Hepatology / Oncology | 11 | CT, MRI, US, Pathology slides | Hepatocellular carcinoma, liver masses |
Jo 201937 | Neurology | 16 | MRI, PET, CSF | Alzheimer’s disease |
Moon 201935 | Psychiatry | 43 | sMRI, fMRI | Autism spectrum disorder |
Sarmento 202053 | Neurology | 8 | CT or MRI | Stroke |
Filippis 201954 | Psychiatry | 35 | sMRI, fMRI | Schizophrenia |
Langerhuizen 201914 | Musculoskeletal | 10 | CT, X-Rays | Fracture detection and/or classification |
Pellegrini 201812 | Neurology | 111 | MRI, CT | Mild cognitive impairment, dementia |
Pehrson 201955 | Respiratory Medicine | 19 | CT | Lung nodule |
Bruin 201936 | Psychiatry | 12 | sMRI, fMRI | Obsessive-compulsive disorder |
McCarthy 201856 | Neurology | 28 | MRI | Frontotemporal dementia |
Nguyen 201857 | Neurology / Oncology | 8 | MRI | Differentiate glioblastoma and primary CNS lymphoma |
Senders 201858 | Neurosurgery | 14 | CT, MRI, history, age, gender | Intracranial masses, tumours |
Smith 201759 | Musculoskeletal | 18 | sMRI, fMRI | Musculoskeletal pain |
