Accuracy of emergency physicians' interpretation of computed tomography for urgent-emergent diagnoses in nontraumatic cases



    Table of Contents ORIGINAL ARTICLE Year : 2022  |  Volume : 22  |  Issue : 2  |  Page : 89-95

Accuracy of emergency physicians' interpretation of computed tomography for urgent-emergent diagnoses in nontraumatic cases

Omer Faruk Karakoyun1 ORC ID , Nalan Kozaci2 ORC ID , Mustafa Avci3 ORC ID , Huseyin Uzunay4 ORC ID
1 Department of Emergency Medicine, Mugla Sıtkı Kocman University Education and Research Hospital, Mugla, Turkey
2 Department of Emergency Medicine, Alanya Education and Research Hospital, Alanya Alaaddin Keykubat University, Antalya, Turkey
3 Department of Emergency Medicine, Antalya Education and Research Hospital, University of Health Sciences, Antalya, Turkey
4 Department of Emergency Medicine, Kas State Hospital, Antalya, Turkey

Date of Submission26-Aug-2021Date of Decision15-Nov-2021Date of Acceptance15-Nov-2021Date of Web Publication11-Apr-2022

Correspondence Address:
Dr. Mustafa Avci
Varlık Mh., Kazım Karabekir Caddesi, 07100 Muratpaşa, Antalya
Turkey
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Source of Support: None, Conflict of Interest: None

DOI: 10.4103/2452-2473.342804

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OBJECTIVE: The aim of this study is to evaluate the accuracy levels of the emergency physicians (EPs) managing the patient in the interpretation of the urgent-emergent pathological findings in thoracic and abdominal computed tomography (CT) scans.
METHODS: The EPs interpreted the CT scans of patients who visited the emergency department because of nontraumatic causes. Then, a radiology instructor made final assessments of these CT scans. Based on the interpretation of the radiology instructor, the false-positive rate, false-negative rate, sensitivity, specificity, positive predictive value, negative predictive value, and kappa coefficient (κ) of the EPs' interpretations of the CT scans were calculated.
RESULTS: A total of 268 thoracics and 185 abdominal CT scans were assessed in our study. The overall sensitivity and specificity of the EPs' interpretation of the thoracic CT scans were 90% and 89%, respectively, whereas the abdominal CT interpretation was 88% and 86%, respectively. There was excellent concordance between the EPs and the radiology instructor with regard to the diagnoses of pneumothorax, pulmonary embolism, pleural effusion, parenchymal pathology, and masses (κ: 0.90, κ: 0.87, κ: 0.71, κ: 0.79, and κ: 0.91, respectively) and to the diagnoses of intraabdominal free fluid, intraabdominal free gas, aortic pathology, splenic pathology, gallbladder pathology, mesenteric artery embolism, appendicitis, gynecological pathology, and renal pathology (κ: 1, κ: 0.92, κ: 0.96, κ: 0.88, κ: 0.80, κ: 0.79, κ: 0.89, κ: 0.88, and κ: 0.82, respectively).
CONCLUSION: The EPs are successful in the interpretation of the urgent-emergent pathological findings in thoracic and abdominal CT scans.

Keywords: Abdomen, chest, computed tomography, emergency department, emergency physician, interpretation, thorax


How to cite this article:
Karakoyun OF, Kozaci N, Avci M, Uzunay H. Accuracy of emergency physicians' interpretation of computed tomography for urgent-emergent diagnoses in nontraumatic cases. Turk J Emerg Med 2022;22:89-95
How to cite this URL:
Karakoyun OF, Kozaci N, Avci M, Uzunay H. Accuracy of emergency physicians' interpretation of computed tomography for urgent-emergent diagnoses in nontraumatic cases. Turk J Emerg Med [serial online] 2022 [cited 2022 Apr 11];22:89-95. Available from: https://www.turkjemergmed.org/text.asp?2022/22/2/89/342804   Introduction Top

Patients who visit the emergency department (ED) with complaints of dyspnea, chest pain, stomachache, etc., may suffer from life-threatening disorders, such as pulmonary embolism, pneumothorax, aortic dissection, and gastrointestinal perforation. Early and accurate diagnosis of these disorders is crucial for reducing morbidity and mortality rates. Therefore, emergency physicians (EPs) should manage such patients accordingly. Physical examination, laboratory tests, and imaging are the methods used in the ED for the diagnosis of life-threatening diseases. EPs prefer the least invasive methods for diagnosis.[1] X-ray radiography, ultrasonography, computed tomography (CT), and magnetic resonance imaging are frequently used in EDs. The use of CT in EDs is widespread, as CT is a fast imaging method and expedites ED procedures. [1],[2] Although CT has become increasingly common, the accurate interpretation of CT requires a high level of knowledge. To avoid misinterpretations, the radiologist interpreting the CT scan needs to be familiar with the clinical condition of the patient. However, this is not often the case. Studies on this issue have concluded that the number of radiologists is limited and that on-call radiologists do not have sufficient clinical information of the patients. [2],[3]

EPs play a critical role in the management of patients. They are primarily responsible for patients from admission to the ED to discharge. Moreover, EPs provide the most detailed information on the clinical condition of patients. Therefore, EPs in charge should be able to interpret CT scans and recognize pathologies those are life-threatening and require quick intervention.[3]

In our study, we aimed to evaluate the accuracy levels of EPs in identifying urgent-emergent pathological thoracic (aortic aneurysm or dissection, emphysema, bronchiectasis, bullous lung disease, etc.,) and abdominal (cholecystitis, pancreatitis, liver abscess, splenic infarction, renal infarction, diverticulitis, ileus, etc.,) findings in the CT scans of patients who were admitted to the ED because of nontraumatic causes and underwent thoracic or abdominal CT imaging.

  Methods Top

Study design and setting

This prospective, observational, cross-sectional, single-center study was conducted in the ED of a tertiary hospital between November 2017 and September 2018. The study was approved by Antalya Education and Research Hospital Clinical Research Ethics Committee with the number of 11/02 on June 23, 2017.

Definitions

The participants in the study were eight resident EPs with at least 2 years of experience in the ED. The EPs received theoretical and practical training from an instructor in the radiology department on the interpretation of thoracic and abdominal CT scans. These trainings were given on weekly training day of ED for a total of 8 h for 2 consecutive weeks. The practical training was given for a total of 16 h in 2 days. CT scans of the patients were performed at the CT unit of the ED with a Hitachi® 16-slice CT scanner. Thoracic CT scan angiographies were obtained in patients with suspected pulmonary embolism. Arterial phase imaging was performed in patients with suspected aortic pathologies. In patients with suspected renal stones, abdominal CT scans were unenhanced. Other patients, abdominal CT scans were enhanced using intravenous contrast agents.

Selection of participants

The power analysis was performed using G*Power version 3.1.9.7 (2020) for Windows 10 (Universitat Düsseldorf, Germany), referencing similar studies in the literature. With a power of 0.95 and a Type 1 error rate of 0.05, the sample size was calculated as 147. Patients who were admitted to the ED for nontraumatic reasons during the shifts of the EPs participating in the study, who underwent thoracic or abdominal CT imaging, and who were aged 0–99 were included. Patients who underwent thoracic or abdominal CT scans during the shift of resident EPs were included in the study consecutively. Written informed consent was obtained from each patient or patient representative participating in the study at the time of enrolment. Patients whose thoracic or abdominal CT scans were performed in another health institution and patients who had a CT scan due to trauma were not included in the study.

Data collection

A data collection form consisting of four pages was filled out for each patient included in the study. The first page was the patient consent form. The demographic information, complaints at the time of admission, vital signs, physical examination findings, and clinical outcomes of the patients were recorded on the second page of the form. The third and fourth pages of the form consisted of tables detailing the life-threatening pathologies for each organ according to the interpretation of CT scans. The pathologies of the thoracic organs are listed in Appendix A, while the pathologies of the abdominal organs are listed in Appendix B [Supplementary Material 1] and [Supplementary Material 2].

The pathologies of each thoracic and abdominal organ were defined as follows:

Vascular pathologies: Aortic aneurysm, aortic dissection, pulmonary embolism, pulmonary artery aneurysm, and mesenteric ischemiaLung pathologies: Emphysema, bronchiectasis, bullous lung disease, honeycomb lung, pneumonia, pneumothorax, pleural effusionMediastinum pathologies: Pneumomediastinum, hiatal herniaGallbladder pathologies: Gallstones, cholecystitis, cholangitis, and choledocholithiasisPancreas pathologies: Pancreatitis, pancreatic cysts, and pancreatic abscessHepatic pathologies: Hepatic infarction, liver cysts, metastatic liver mass, and liver abscessSplenic pathologies: Splenic infarction, splenic rupture, and splenic cystsRenal pathologies: Urinary tract stones, hydronephrosis, renal cysts, renal infarction, and renal artery embolismIntestinal pathologies: Intestinal hernia, diverticulitis, intestinal wall edema, appendicitis, and ileusGynecological pathologies: Ovarian cysts, ovarian torsion, uterine diseases, and pelvic inflammatory disease.

Study protocol and follow-up evaluation

In CT scans, the collimation slice thickness is 5 mm and 3.75 mm, and the reconstructive slice thickness is planned as 1.25 mm. In addition, 430 field of view, 225 mA/120 kV values were taken in the sections.

The thoracic and abdominal CT scans were initially interpreted by the EPs who were responsible for patient care. Then, the radiology instructor who trained the interpretation of thoracic and abdominal CT scans made final interpretations of these CT scans. The EPs and radiology instructors were blind to each other during the assessment of CT scans.

Statistical analysis

Data were analyzed using the IBM SPSS Statistics program version 22.0 software package (SPSS Inc., Chicago, IL, USA). Based on the interpretation of the radiology instructor, the false-positive rate, false-negative rate, sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), positive likelihood ratio, and negative likelihood ratio values and kappa coefficient (κ) of the EPs' interpretations of CT scans were calculated. Concordance was determined according to κ values. A κ value of >0.75 was regarded as perfect concordance, 0.40–0.75 as moderate concordance, and <0.40 as weak concordance.[3] Finally, the interpretation accuracy levels of EPs were compared. For the analysis of demographic data, frequency distribution and the Chi-squared test were used. A P < 0.05 was considered statistically significant.

  Results Top

A total of 479 forms were completed for the study. Twenty-three patients were excluded because of CT scans were performed due to trauma, 3 patients were excluded because of CT scans were performed in other centers. 453 patient forms were included in the study. Thoracic CT scan was performed in 268 patients and abdominal CT scan in 185 patients.

Thoracic computed tomography evaluation results

The mean age of the patients who had thoracic CT scans was 61 ± 19 years (min: 19 years, max: 94 years). Among these patients, 160 (60%) were male and 108 (40%) were female. The complaints of the patients in descending frequency were dyspnea 161 (60%), chest pain 69 (26%), overall poor medical condition 31 (12%), and other complaints 7 (2%). The prediagnoses of these patients before thoracic CT imaging were as follows: Pulmonary embolism 122 (45%), pneumonia 66 (25%), aortic dissection 50 (19%), pneumothorax 9 (4%), aortic aneurysm 4 (1%), and other pathologies 17 (6%). Intravenous contrast agents were used in 217 (81%) of the patients. The most common finding on the thoracic CT scans was pleural effusion [Table 1].

Table 1: Final diagnoses of patients that underwent thoracic computed tomography and accuracy of emergency physicians

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In the interpretations of the thoracic CT scans by the EPs, the highest false-positive rate was in the diagnosis of pneumonia (35%), while the highest false-negative rate was in the diagnosis of aortic pathology (17%). There was perfect concordance between the EPs and the radiology instructor regarding the diagnoses of masses (κ: 0.91), pneumothorax (κ: 0.90), pulmonary embolism (κ: 0.87), pleural effusion (κ: 0.85), and lung parenchymal pathology (κ: 0.79). Moderate concordance was observed in the diagnoses of aortic pathology (κ: 0.75), pneumonia (κ: 0.72), pericardial effusion (κ: 0.71), mediastinum pathology (κ: 0.70), and cystic lesions (κ: 0.70) [Table 1].

The sensitivity of the thoracic CT scan interpretation by the EPs was 90%, specificity was 89%, NPV was 79%, and PPV was 94%. The EPs achieved a sensitivity of 70% or lower when diagnosing pericardial effusion, aortic pathology, and mediastinum pathology [Table 2].

Table 2: Accuracy of emergency physicians' interpretation of thoracic computed tomography scans

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A total of 158 (59%) patients who underwent thoracic CT imaging were discharged from the ED, 63 (23%) were admitted to a ward, 37 (14%) were admitted to the intensive care unit, and 9 (3%) were transferred to another hospital. Among the patients, 268 (76%) were discharged with planned treatment, 34 (13%) were discharged with sequelae, 15 (6%) were discharged after full recovery, and 13 (5%) died.

Abdominal computed tomography evaluation results

The mean age of the patients who had abdominal CT scans was 56 ± 20 years (min: 7, max: 98 years). Among the patients who underwent abdominal CT imaging, 95 (51%) were male and 90 (49%) were female. The complaints of these patients were as follows: Abdominal pain 113 (61%), chest and epigastric pain 38 (20%), overall poor medical condition 17 (9%), vomiting 5 (3%), constipation 4 (2%), and other complaints 8 (4%). The prediagnoses before the abdominal CT scan were as follows: Acute abdomen 72 (40%), aortic dissection 51 (27%), ileus 22 (12%), acute appendicitis 10 (5%), gallstones 10 (5%), aortic aneurysm 4 (2%), mesenteric artery embolism 4 (2%), intraabdominal hemorrhage 4 (2%), gynecological pathology 2 (1%), and other pathologies 6 (4%). Among the patients, 167 (90%) were scanned with contrast.

Pancreas pathology was detected in the abdominal CT scans of one patient. The false-negative rate was high in the diagnoses of intestinal pathology (28%). There was perfect concordance between the EPs and the radiology instructor regarding the diagnoses of intraabdominal free fluid (κ: 1.00), aortic pathology (κ: 0.96), splenic pathology (κ: 0.96), intraabdominal free gas (κ: 0.92), appendicitis (κ: 0.89), gynecological pathology (κ: 0.88), renal pathology (κ: 0.82), gallbladder pathology (κ: 0.80), and mesenteric artery embolism (κ: 0.79). Moderate concordance was observed in the diagnoses of intestinal pathology (κ: 0.74), hepatic pathology (κ: 0.72), and intraabdominal mass (κ: 0.54) [Table 3].

Table 3: Final diagnoses of patients that underwent abdominal computed tomography and accuracy of emergency physicians

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The specificity, sensitivity, NPV, PPV, and area under the curve values of the interpretation of the abdominal CT scans by the EPs are presented in [Table 4]. In the EPs' interpretation of the abdominal CT scans, sensitivity, specificity, NPV, and PPV were 88%, 86%, 72%, and 94%, respectively. When diagnosing splenic pathology, hepatic pathology, gynecological pathology, mesenteric artery embolism, intraabdominal mass and intestinal pathology, the EPs achieved sensitivity values of 80% or lower [Table 4].

Table 4: Accuracy of emergency physicians' interpretation of abdominal computed tomography scans

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Among the patients who underwent abdominal CT imaging, 100 (54%) were discharged from the ED, 63 (34%) were admitted to a hospital ward, 19 (10%) were admitted to the intensive care unit, and 3 (2%) were transferred to another hospital. Among the patients, 144 (78%) were discharged with planned treatment, 10 (5%) were discharged with sequelae, 23 (12%) were discharged after full recovery, and 8 (4%) died.

There was no difference between the thorax (p: 0.270) and abdominal (p: 0.995) CT interpretation abilities of EPs [Table 5].

  Discussion Top

In this study, in patients who underwent thoracic or abdominal CT scan in the ED; the accuracy levels of the EPs managing the patient in the interpretation of the urgent-emergent pathological findings in the CT scan was evaluated. When all of the thorax pathologies were evaluated together; the sensitivity and specificity of EPs were found out to be 90% and 89%, respectively. In terms of particular pathologies, perfect concordance was found between the EPs and the radiology instructor in the diagnoses of pneumothorax, pulmonary embolism, pleural effusion, parenchymal pathology, and masses. Moreover, the sensitivity values in the diagnosis of these pathologies were >80%. Conversely, moderate concordance was achieved in the diagnoses of aortic pathology, pericardial effusion, pneumonia, cysts, and mediastinum pathology. The sensitivity values in the diagnoses of aortic pathology, pericardial effusion, and mediastinum pathology were 70% or lower.

When all of the abdominal pathologies were evaluated together; the sensitivity and specificity of EPs were found out to be 88% and 86%, respectively. In terms of particular pathologies, perfect concordance was found between the EPs and the radiology instructor in the diagnoses of aortic pathology, appendicitis, intraabdominal free gas, and intraabdominal free fluid. Moreover, the sensitivity values in the diagnosis of these pathologies were above 90%. Conversely, moderate concordance was achieved in the diagnoses of intraabdominal mass, hepatic, and intestinal pathologies. In addition, the sensitivity values in the splenic pathology, hepatic and intestinal pathologies, gynecologic pathology, intraabdominal mass, and mesenteric artery embolism were 80% or lower. According to these findings, it was concluded that the interpretation errors of EPs were in rarer diseases.

Interpretation errors have been investigated in many studies.[4],[5],[6],[7],[8] Studies investigating the inconsistencies in the CT evaluation of consulting radiologists found that such rates varied between 1.2% and 10%.[4],[5],[6] The most common misinterpretations were found to be in blood clots (13.8%) (e.g., pulmonary embolism and deep vein thrombosis), colitis (8.3%), misplaced tubes and other devices (6.9%), and pyelonephritis (5.5%).[4] In a study involving patients with nontraumatic abdominal pain, the discrepancy rates of emergency medicine and radiology residents in CT interpretation compared with the final reports of radiologists were found to be 16.7% and 12.2%, respectively. The same study concluded that the discrepancy rates of EPs were high in terms of the pathologies of female genital organs, peritoneum, adrenal glands, and musculoskeletal system, which could be explained by the fact that these organs are difficult to interpret in general.[9] A study investigating the accuracy ratios of evaluation of thoracic CT scans showed that EPs diagnosed spontaneous pneumothorax and aortic pathologies with 100% sensitivity and pulmonary embolism with 74.1% sensitivity.[10] In a study that compared thoracic radiologists with radiology residents and EPs with regard to the diagnosis of pulmonary embolism, high levels of agreement were found between the thoracic radiologists and radiology residents, whereas moderate levels of agreement were found between the thoracic radiologists and EPs.[7] Another study assessing the accuracy of CT scan interpretation in trauma patients found that EPs achieved 100% sensitivity in the diagnosis of pneumothorax and 94% sensitivity in the diagnosis of hemothorax.[3] In another study evaluating the accuracy of EPs when interpreting abdominopelvic CT scans, the κ value was found to be 0.77.[11]

In parallel with the increase in the numbers of ED visits, the number of performed imaging method has also increased.[12] CT imaging is widely used in EDs, as it facilitates differential diagnosis and is considered the gold standard in various disorders.[10],[11],[12] A quick and accurate interpretation of CT scans is crucial for treatment decisions, especially in emergencies. Interpretation of CT scans can sometimes be complicated. In this situation, joint interpretation of the CT scan by the radiologist and clinician may make the recognition of significant abnormalities relatively easy. Clinicians' interpretation of imaging results allows radiologists to provide more careful and urgent reports, enables early referral to other medical specialties, and accelerates the necessary emergency surgery.[13]

  Conclusion Top

When interpreting thoracic CT scans, EPs are highly accurate in the diagnoses of pneumothorax, pulmonary embolism, pleural effusion, lung parenchymal pathology, and masses and moderately accurate in the diagnoses of aortic pathology, pericardial effusion, pneumonia, cysts, and mediastinum pathology. In terms of interpreting abdominal CT scans, EPs are highly accurate in the diagnoses of intraabdominal free gas and free fluid, aortic pathology, and appendicitis and moderately competent in the diagnoses of mesenteric artery embolism, abdominal mass, splenic pathology, hepatic and intestinal pathologies, and gynecological pathology. The moderate accuracy of EPs may be improved through longer periods of training.

Limitations

The limitations of our study include the small number of trained EPs and the cross-sectional sampling of the study patients. Longer and more detailed training programs may improve the accuracy of EPs.

Author contributions statement

Karakoyun OF: conceptualization (equal), data curation (equal), investigation (equal), methodology (equal), project administration (equal), resources (equal), supervision (equal), validation (equal), visualization (equal), writing-original draft (equal) and writing-review and editing (equal); Kozaci N: conceptualization (lead), data curation (equal), formal analysis (lead), investigation (lead), methodology (lead), project administration (lead), resources (lead), software (lead), supervision (lead), validation (equal), visualization (lead), writing-original draft (equal) and writing-review and editing (equal); Avci M: conceptualization (equal), data curation (equal), investigation (equal), methodology (equal), project administration (equal), resources (equal), supervision (equal), validation (equal), visualization (equal), writing-original draft (equal) and writing-review and editing (equal); Uzunay H: data curation, editing, investigation.

Conflicts of interest

None Declared.

Ethical approval

This study was initiated in the emergency department of Antalya Education and Research Hospital following the hospital's own ethics committee approval (No: 11/02 Date: 23.06.2017).

Consent to participate

Verbal and written consent was obtained from all participants.

Funding

None.

 

  References Top
1.Swartzberg K, Goldstein LN. High positive computed tomography yields in the emergency department might not be a positive finding. S Afr Med J 2018;108:230-4.  Back to cited text no. 1
    2.Ikegami Y, Suzuki T, Nemoto C, Tsukada Y, Hasegawa A, Shimada J, et al. Establishment and implementation of an effective rule for the interpretation of computed tomography scans by emergency physicians in blunt trauma. World J Emerg Surg 2014;9:40.  Back to cited text no. 2
    3.Kartal ZA, Kozacı N, Çekiç B, Beydilli İ, Akçimen M, Güven DS, et al. CT interpretations in multiply injured patients: Comparison of emergency physicians and on-call radiologists. Am J Emerg Med 2016;34:2331-5.  Back to cited text no. 3
    4.Wildman-Tobriner B, Allen BC, Maxfield CM. Common resident errors when interpreting computed tomography of the abdomen and pelvis: A review of types, pitfalls, and strategies for improvement. Curr Probl Diagn Radiol 2019;48:4-9.  Back to cited text no. 4
    5.Walls J, Hunter N, Brasher PM, Ho SG. The DePICTORS Study: Discrepancies in preliminary interpretation of CT scans between on-call residents and staff. Emerg Radiol 2009;16:303-8.  Back to cited text no. 5
    6.Ruchman RB, Jaeger J, Wiggins EF 3rd, Seinfeld S, Thakral V, Bolla S, et al. Preliminary radiology resident interpretations versus final attending radiologist interpretations and the impact on patient care in a community hospital. AJR Am J Roentgenol 2007;189:523-6.  Back to cited text no. 6
    7.Hochhegger B, Alves GR, Chaves M, Moreira AL, Kist R, Watte G, et al. Interobserver agreement between radiologists and radiology residents and emergency physicians in the detection of PE using CTPA. Clin Imaging 2014;38:445-7.  Back to cited text no. 7
    8.Harding J, Craig M, Jakeman N, Young R, Jabarin C, Kendall J. Emergency physician interpretation of head CT in trauma and suspected subarachnoid haemorrhage-is it viable? An audit of current practice. Emerg Med J 2010;27:116-20.  Back to cited text no. 8
    9.Kang MJ, Sim MS, Shin TG, Jo IJ, Song HG, Song KJ, et al. Evaluating the accuracy of emergency medicine resident interpretations of abdominal CTs in patients with non-traumatic abdominal pain. J Korean Med Sci 2012;27:1255-60.  Back to cited text no. 9
    10.Guven R, Akca AH, Caltili C, Sasmaz MI, Kaykisiz EK, Baran S, et al. Comparing the interpretation of emergency department computed tomography between emergency physicians and attending radiologists: A multicenter study. Niger J Clin Pract 2018;21:1323-9.  Back to cited text no. 10
[PUBMED]  [Full text]  11.Bagheri-Hariri S, Ayoobi-Yazdi N, Afkar M, Farahmand S, Arbab M, Shahlafar N, et al. Abdominal and pelvic CT scan interpretation of emergency medicine physicians compared with radiologists' report and its impact on patients' outcome. Emerg Radiol 2017;24:675-80.  Back to cited text no. 11
    12.Selvarajan SK, Levin DC, Parker L. The increasing use of emergency department imaging in the United States: Is it appropriate? AJR Am J Roentgenol 2019;213:W180-4.  Back to cited text no. 12
    13.Evans O, Rea B, Shareef T. Identifying emergency pathology on abdominopelvic CT for non-radiologists. Br J Hosp Med (Lond) 2019;80:C140-5.  Back to cited text no. 13
    

 
 


  [Table 1], [Table 2], [Table 3], [Table 4], [Table 5]
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