Summary of the proceedings of the International Forum 2021: "A more visible radiologist can never be replaced by AI"

The ESR International Forum at the ECR 2021 discussed effects of artificial intelligence on the future of radiology and the need for increased visibility of radiologists. The participating societies were invited to submit written reports detailing the current situation in their country or region. The European Society of Radiology (ESR) established the ESR International Forum in order to discuss hot topics in the profession of radiology with non-European radiological partner societies. At the ESR International Forum 2021, different strategies, initiatives and ideas were presented with regard to radiology community’s response to the changes caused by the emerging AI technology

Quality control of CT image using American College of Radiology (ACR) phantom

Objective: To study image quality of CT scanner using the American College of Radiology (ACR) phantom. Material and methods: A multidetector CT scanner was used to measure parameters of image quality using ACR phantom. The phantom included four modules to measure these parameters. We obtained CT image for each module to measure these parameters for the brain protocol. Results: The acceptable levels of image quality were obtained for the positioning, CT number accuracy, slice thickness, low contrast resolution, uniformity and high contrast resolution tests that represent the parameters of image quality. In positioning test, the three BBs were visible. In CT number accuracy, the CT number of three materials was in the range of tolerance values unlike the bone value which was 846 HU. In low contrast resolution test the smallest contrast groups were seen. In High contrast resolution test the 5 lp/cm was visible. All these tests of image quality were accepted because they were within the tolerance values, so the quality of Philips CT scanner was improved. Ring artifact was indicated also, which is a type of scanner performance errors. Conclusions: Image quality tests are very important tests in acceptance of any CT scanner after installation and maintenance to approve that the image parameters are acceptable by using ACR phantom

The effect of quality control on the function of magnetic resonance imaging (MRI), using American College of Radiology (ACR) phantom

Objective: To study image quality of MRI scanner using the American College of Radiology (ACR) phantom. Material and methods: Image quality of 1.5 T MRI scanner was tested using ACR phantom. A standard head coil with standard restraints was used to fix the phantom head position. The phantom included seven modules for measuring MRI scanner image quality. MRI images for each module were analyzed. Results: For the Geometric accuracy test the inside length of the phantom was 146 mm and the inside diameter was 189.4 mm. For the High-contrast spatial resolution, individual small bright spots on the image were three pairs of hole arrays and were distinguishable. For the slice thickness test, the top signal ramp length was 54.4 mm and bottom signal ramp length was 54.8 mm so the slice thickness was 5.46 mm. For the slice position accuracy, the bar length differences of intensity uniformity a value, called percent integral uniformity (PIU), was 96.15%. For the percent-signal ghosting, ghosting ratio was 0.0002. For the low contrast object detectability, the sum of numbers of complete spokes scored was 30 spokes. Conclusions: Image quality tests were very important in acceptance of any MRI scanner after installation and during maintenance. Using ACR phantom, these tests approve that the image parameters are acceptable

Organic geochemistry of the Silurian Tanezzuft Formation and crude oils, NC115 Concession, Murzuq Basin, southwest Libya

Thirty-six Silurian core and cuttings samples and 10 crude oil samples from Ordovician reservoirs in the NC115 Concession, Murzuq Basin, southwest Libya were studied by organic geochemical methods to determine source rock organic facies, conditions of deposition, thermal maturity and genetic relationships. The Lower Silurian Hot Shale at the base of the Tanezzuft Formation is a high-quality oil/gas-prone source rock that is currently within the early oil maturity window. The overall average TOC content of the Hot Shale is 7.2 wt% with a maximum recorded value of 20.9 wt%. By contrast, the overlying deposits of the Tanezzuft Formation have an average TOC of 0.6 wt% and a maximum value of 1.1 wt%. The organic matter in the Hot Shale consists predominantly of mixed algal and terrigenous Type-II/III kerogen, whereas the rest of the formation is dominated by terrigenous Type-III organic matter with some Type II/III kerogen. Oils from the A-, B- and H-oil fields in the NC115 Concession were almost certainly derived from marine shale source rocks that contained mixed algal and terrigenous organic input reflecting deposition under suboxic to anoxic conditions. The oils are light and sweet, and despite being similar, were almost certainly derived from different facies and maturation levels within mature source rocks. The B-oils were generated from slightly less mature source rocks than the others. Based on hierarchical cluster analysis (HCA), principal component analysis (PCA), selected source-related biomarkers and stable carbon isotope ratios, the NC115 oils can be divided into two genetic families: Family-I oils from Ordovician Mamuniyat reservoirs were probably derived from older Palaeozoic source rocks, whereas Family-II oils from Ordovician Mamuniyat?Hawaz reservoirs were probably charged from a younger Palaeozoic source of relatively high maturity. A third family appears to be a mixture of the two, but is most similar to Family-II oils. These oil families were derived from one proven mature source rock, the Early Silurian, Rhuddanian Hot Shale. There is a good correlation between the Family-II and -III oils and the Hot Shale based on carbon isotope compositions. Saturated and aromatic maturity parameters indicate that these oils were generated from a source rock of considerably higher maturity than the examined rock samples. The results imply that the oils originated from more mature source rocks outside the NC115 Concession and migrated to their current positions after generationPeer reviewe