Skip to main content

Table 2 Examples of studies with a direct contribution to patient carea,b

From: Workload of diagnostic radiologists in the foreseeable future based on recent scientific advances: growth expectations and role of artificial intelligence

References

Primary research area

Description study

Category

Workload

[16]

Neuroradiology

Study purpose:

ā€œTo assess diagnostic accuracy of MR neurography in the differential diagnosis of amyotrophic lateral sclerosis (ALS) and multifocal motor neuropathy (MMN)ā€

Study conclusion:

ā€œMR neurography is an accurate method for assisting in the differential diagnosis of ALS and MMNā€

Completely new imaging application

Increases (new imaging application)

[17]

Chest

Study purpose:

ā€œThis study analyzed phantom and human chronic obstructive pulmonary disease (COPD) data to test the hypothesis that ultra-high-resolution computed tomography (U-HRCT) can accurately measure peripheral airways that are difficult to measure with conventional CTā€

Study conclusion:

ā€œU-HRCT enables accurate and direct evaluation of peripheral airways 1ā€“2Ā mm in diameter. The 6th generation airways are commonlyā€‰<ā€‰2Ā mm in diameter, and the sum-LA can be a useful CT biomarker that reflects airflow limitation in COPDā€

Another type of imaging as an alternative for an existing imaging application

Increases (longer interpretation time than conventional HRCT)

[18]

Nuclear medicine

Study purpose:

ā€œThe aim of this study was to investigate the diagnostic performance of whole-body [C]acetate PET/CT in less aggressive or indolent lymphomas, wherein [F]FDG PET/CT would exhibit limited sensitivityā€

Study conclusion: ā€œ[C]acetate PET/CT exhibited greater sensitivity than [F]FDG PET/CT for lesion detection in patients with less aggressive or indolent lymphomas, thus promising applicability as a physiological tracer in the study of such lesionsā€

Another type of imaging as an alternative for an existing imaging application

No change

[19]

AI

Study purpose:

ā€œFocal pattern in multiple myeloma (MM) seems to be related to poorer survival and differentiation from diffuse to focal pattern on CT has inter-reader variability. We postulated that a radiomic approach could help radiologists in differentiating diffuse from focal patterns on CTā€

Study conclusion:

ā€œA radiomics approach improves radiological evaluation of focal and diffuse pattern of MM on CTā€

Elaboration of an existing imaging application

Increases (longer post-processing and interpretation time)

[20]

Musculoskeletal

Study purpose:

ā€œTo assess how many and which CT reformats of long bone non-unions should be analyzed to best approximate the analysis of a larger number of CT reformats obtained in the three orthogonal planesā€

Study conclusion:

ā€œSemi-quantitative analysis of the two paramedian sagittal and coronal CT reformats is an acceptable alternative to the analysis of more numerous reformatsā€

Elaboration of an existing imaging application

Decreases (shorter interpretation time)

[21]

Cardiac

Study purpose:

ā€œTo investigate the clinical utility of our newly developed contrast enhancement optimizer (CEO) software for coronary CT angiography (CCTA)ā€

Study conclusion:

ā€œThe use of our CEO for CCTA studies yielded optimal aortic contrast enhancement in significantly more patients than the standard protocol based on the body weightā€

Elaboration of an existing imaging application

No change

  1. aBased on the applicability of the methods, results, interpretations, and conclusions, as described in each study, to the patient spectrum and radiology practice in the institutions of each of the two observers. Study quality was not a factor that influenced this decision
  2. bThe examples shown in this table study could directly contribute to patient care in the radiology practices of both observers 1 and 2