Emergency RadiologyPub Date : 2024-12-01Epub Date: 2024-09-27DOI: 10.1007/s10140-024-02286-2
Jan Czerminski, Supriya Khatri, Balaji Rao
{"title":"Amyloid related imaging abnormalities in the emergency setting.","authors":"Jan Czerminski, Supriya Khatri, Balaji Rao","doi":"10.1007/s10140-024-02286-2","DOIUrl":"10.1007/s10140-024-02286-2","url":null,"abstract":"<p><p>Since the 2021 FDA approval of the first monoclonal antibody (MAB) therapy for Alzheimer's disease (AD), treatment has progressed from symptom management to targeting and reducing amyloid β plaque burden. While these therapies offer hope of altering the disease course, they come with risks, such as amyloid-related imaging abnormalities (ARIA), which include ARIA-E (edema and effusion) and ARIA-H (hemorrhage). This report details the case of a 64-year-old woman undergoing donanemab treatment who developed severe ARIA, characterized by extensive vasogenic edema and multiple microhemorrhages. The increasing use of MABs necessitates heightened awareness and expertise among emergency radiologists to identify findings of ARIA effectively, ensuring timely and appropriate care for patients undergoing these novel therapies.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"937-941"},"PeriodicalIF":1.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142343852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emergency RadiologyPub Date : 2024-10-01Epub Date: 2024-06-28DOI: 10.1007/s10140-024-02259-5
Mohammad Yasrab, Ryan C Rizk, Linda C Chu, Elliot K Fishman
{"title":"The role of 3D cinematic rendering in the evaluation of upper extremity trauma.","authors":"Mohammad Yasrab, Ryan C Rizk, Linda C Chu, Elliot K Fishman","doi":"10.1007/s10140-024-02259-5","DOIUrl":"10.1007/s10140-024-02259-5","url":null,"abstract":"<p><p>Traumatic upper extremity injuries are a common cause of emergency department visits, comprising between 10-30% of traumatic injury visits. Timely and accurate evaluation is important to prevent severe complications such as permanent deformities, ischemia, or even death. Computed tomography (CT) and CT angiography (CTA) are the favored non-invasive imaging techniques for assessing upper extremity trauma, playing a crucial role in both the treatment planning and decision-making processes for such injuries. In CT postprocessing, a novel 3D rendering method, cinematic rendering (CR), employs sophisticated lighting models that simulate the interaction of multiple photons with the volumetric dataset. This technique produces images with realistic shadows and improved surface detail, surpassing the capabilities of volume rendering (VR) or maximal intensity projection (MIP). Considering the benefits of CR, we demonstrate its use and ability to achieve photorealistic anatomic visualization in a series of 11 cases where patients presented with traumatic upper extremity injuries, including bone, vascular, and skin/soft tissue injuries, adding to diagnostic confidence and intervention planning.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"767-778"},"PeriodicalIF":1.7,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141466996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Association between mesenteric panniculitis and urolithiasis.","authors":"Adeleh Dadkhah, Sedigheh Jafari, Seyed Morteza Bagheri, Azin Ebrahimi","doi":"10.1007/s10140-024-02255-9","DOIUrl":"10.1007/s10140-024-02255-9","url":null,"abstract":"<p><strong>Background: </strong>Mesenteric panniculitis is a rare condition and refers to benign and nonspecific inflammation of mesenteric fat.</p><p><strong>Objectives: </strong>This study aimed to evaluate the hypothesis of a greater prevalence of mesenteric panniculitis in patients with urolithiasis.</p><p><strong>Materials and methods: </strong>In this cross-sectional study, abdominopelvic CT scans of 500 patients were reviewed for the presence of urolithiasis and mesenteric panniculitis. The inclusion criteria were patients who were referred with acute abdominal pain and were suspected of having urolithiasis or other urinary conditions and who had undergone abdominopelvic CT scan. Subcutaneous fat thickness was measured, and pain intensity was recorded by patient evaluation.</p><p><strong>Results: </strong>Mesenteric panniculitis was found in 10 patients, all of whom (100%) had urinary stones (ureter or kidney or both), and none of them had previous surgeries or known malignancies. The prevalence of panniculitis was significantly greater in the group with urolithiasis. In the urolithiasis group, subcutaneous fat thickness was greater in patients with panniculitis, although the difference was not statistically significant. In the subgroup analysis, pain intensity was not significantly greater in patients with panniculitis.</p><p><strong>Conclusion: </strong>Mesenteric panniculitis is more prevalent among patients with urolithiasis, but it seems that it does not change the intensity of the pain.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"661-668"},"PeriodicalIF":1.7,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141537780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emergency RadiologyPub Date : 2024-10-01Epub Date: 2024-07-11DOI: 10.1007/s10140-024-02266-6
Gary Peiser, Rajat Chand, Joao G Amaral, Manuel Carcao, Laura Willis, Aisling Carrol Downey, Alessandro Gasparetto
{"title":"Complications of pediatric macrocystic lymphatic malformations of the head and neck: a survival analysis of treated and untreated patients.","authors":"Gary Peiser, Rajat Chand, Joao G Amaral, Manuel Carcao, Laura Willis, Aisling Carrol Downey, Alessandro Gasparetto","doi":"10.1007/s10140-024-02266-6","DOIUrl":"10.1007/s10140-024-02266-6","url":null,"abstract":"<p><strong>Objective: </strong>To compare events of recurrent swelling between treated and untreated patients with macrocystic lymphatic malformations of the head and neck not involving the airway. The frequency and timing of emergency department (ED) visits related to the event were analysed to provide data on efficacy and ideal timing of treatment.</p><p><strong>Methods: </strong>A 5-year retrospective review of a hospital database was conducted reviewing 35 patients (15 female, 20 male; mean age 3.9 years) with macrocystic lymphatic malformations of the head and neck not involving the airway. Patients treated with oral medications were excluded. A survival analysis was performed comparing the incidence of recurrent swelling of the malformation. A Cox regression analysis was conducted using age, gender, diameter of lymphatic malformation at presentation, and echogenicity on US as covariates. Fisher's test and mean comparisons were performed to correlate the populations baselines and the number and frequency of ED visits between the 2 groups.</p><p><strong>Results: </strong>Thirteen patients underwent sclerotherapy soon after initial presentation and 22 elected for observation. The two baseline populations differed at presentation with the treatment group being younger (1.4 ± 2.4 vs. 5.4 ± 6.3 years, p = 0.03) and with larger lesions (5.7 ± 2.7 vs. 4.0 ± 1.7 cm p = 0.03). Mean follow-up time was 2.7 years. Survival analysis showed 1 or multiple recurrences affected 16 patients in the untreated group and 3 patients in the treated group. (p = 0.04). Age, gender, diameter of the lesion at presentation and increased echogenicity on US were not predictive factors of recurrence. Although the probability of visiting the ED at least once did not differ between the two groups (p = 0.42), patients from the non-treatment group were more likely to visit the ED more than once (p = 0.03).</p><p><strong>Conclusions: </strong>Sclerotherapy treatment may reduce the chance of recurrent swelling or an event after initial presentation to the ED.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"669-675"},"PeriodicalIF":1.7,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141579300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emergency RadiologyPub Date : 2024-10-01Epub Date: 2024-07-13DOI: 10.1007/s10140-024-02260-y
Lauren E Mamer, Keith E Kocher, James A Cranford, Phillip A Scott
{"title":"Longitudinal changes in the US emergency department use of advanced neuroimaging in the mechanical thrombectomy era.","authors":"Lauren E Mamer, Keith E Kocher, James A Cranford, Phillip A Scott","doi":"10.1007/s10140-024-02260-y","DOIUrl":"10.1007/s10140-024-02260-y","url":null,"abstract":"<p><strong>Purpose: </strong>To describe ED neuroimaging trends across the time-period spanning the early adoption of endovascular therapy for acute stroke (2013-2018).</p><p><strong>Materials and methods: </strong>We performed a retrospective, cross-sectional study of ED visits using the 2013-2018 National Emergency Department Sample, a 20% sample of ED encounters in the United States. Neuroimaging use was determined by Common Procedural Terminology (CPT) code for non-contrast head CT (NCCT), CT angiography head (CTA), CT perfusion (CTP), and MRI brain (MRI) in non-admitted ED patients. Data was analyzed according to sampling weights and imaging rates were calculated per 100,000 ED visits. Multivariate logistic regression analysis was performed to identify hospital-level factors associated with imaging utilization.</p><p><strong>Results: </strong>Study population comprised 571,935,906 weighted adult ED encounters. Image utilization increased between 2013 and 2018 for all modalities studied, although more pronounced in CTA (80.24/100,000 ED visits to 448.26/100,000 ED visits (p < 0.001)) and CTP (1.75/100,000 ED visits to 28.04/100,000 ED visits p < 0.001)). Regression analysis revealed that teaching hospitals were associated with higher odds of high CTA utilization (OR 1.88 for 2018, p < 0.05), while low-volume EDs and public hospitals showed the reverse (OR 0.39 in 2018, p < 0.05).</p><p><strong>Conclusions: </strong>We identified substantial increases in overall neuroimaging use in a national sample of non-admitted emergency department encounters between 2013 and 2018 with variability in utilization according to both patient and hospital properties. Further investigation into the appropriateness of this imaging is required to ensure that access to acute stroke treatment is balanced against the timing and cost of over-imaging.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"695-703"},"PeriodicalIF":1.7,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141603476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emergency RadiologyPub Date : 2024-10-01Epub Date: 2024-07-22DOI: 10.1007/s10140-024-02273-7
Long H Tu, Kyle Tegtmeyer, Irene Dixe de Oliveira Santo, Arjun K Venkatesh, Howard P Forman, Amit Mahajan, Edward R Melnick
{"title":"Abbreviated MRI in the evaluation of dizziness: report turnaround times and impact on length of stay compared to CT, CTA, and conventional MRI.","authors":"Long H Tu, Kyle Tegtmeyer, Irene Dixe de Oliveira Santo, Arjun K Venkatesh, Howard P Forman, Amit Mahajan, Edward R Melnick","doi":"10.1007/s10140-024-02273-7","DOIUrl":"10.1007/s10140-024-02273-7","url":null,"abstract":"<p><strong>Purpose: </strong>Neuroimaging is often used in the emergency department (ED) to evaluate for posterior circulation strokes in patients with dizziness, commonly with CT/CTA due to speed and availability. Although MRI offers more sensitive evaluation, it is less commonly used, in part due to slower turnaround times. We assess the potential for abbreviated MRI to improve reporting times and impact on length of stay (LOS) compared to conventional MRI (as well as CT/CTA) in the evaluation of acute dizziness.</p><p><strong>Materials and methods: </strong>We performed a retrospective analysis of length of stay via LASSO regression for patients presenting to the ED with dizziness and discharged directly from the ED over 4 years (1/1/2018-12/31/2021), controlling for numerous patient-level and logistical factors. We additionally assessed turnaround time between order and final report for various imaging modalities.</p><p><strong>Results: </strong>14,204 patients were included in our analysis. Turnaround time for abbreviated MRI was significantly lower than for conventional MRI (4.40 h vs. 6.14 h, p < 0.001) with decreased impact on LOS (0.58 h vs. 2.02 h). Abbreviated MRI studies had longer turnaround time (4.40 h vs. 1.41 h, p < 0.001) and was associated with greater impact on ED LOS than non-contrast CT head (0.58 h vs. 0.00 h), however there was no significant difference in turnaround time compared to CTA head and neck (4.40 h vs. 3.86 h, p = 0.06) with similar effect on LOS (0.58 h vs. 0.53 h). Ordering both CTA and conventional MRI was associated with a greater-than-linear increase in LOS (additional 0.37 h); the same trend was not seen combining CTA and abbreviated MRI (additional 0.00 h).</p><p><strong>Conclusions: </strong>In the acute settings where MRI is available, abbreviated MRI protocols may improve turnaround times and LOS compared to conventional MRI protocols. Since recent guidelines recommend MRI over CT in the evaluation of dizziness, implementation of abbreviated MRI protocols has the potential to facilitate rapid access to preferred imaging, while minimizing impact on ED workflows.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"705-711"},"PeriodicalIF":1.7,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141733816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emergency RadiologyPub Date : 2024-10-01Epub Date: 2024-06-28DOI: 10.1007/s10140-024-02257-7
M E Greer, N Ghuman, P T Johnson, S L Zimmerman, E K Fishman, J Facciola, Javad R Azadi
{"title":"Tip of the iceberg: extracardiac CT findings in infective endocarditis.","authors":"M E Greer, N Ghuman, P T Johnson, S L Zimmerman, E K Fishman, J Facciola, Javad R Azadi","doi":"10.1007/s10140-024-02257-7","DOIUrl":"10.1007/s10140-024-02257-7","url":null,"abstract":"<p><p>Infective endocarditis (IE) is a disease with high morbidity and mortality rate, but diagnosis is confounded by diverse clinical presentations, which mimic other pathologies. A history of illicit intravenous drug use, previous cardiac valve surgery, and indwelling intracardiac devices increases the risk for developing infective endocarditis. The modified Duke criteria serve as the standard diagnostic tool, though its accuracy is reduced in certain cases. Radiologists in the Emergency Room setting reading body CT may be the first to identify the secondary extra-cardiac complications and facilitate expeditious management by considering otherwise unsuspected infective endocarditis. This review highlights common extracardiac complications of IE and their corresponding CT findings in the chest, abdomen, pelvis, and brain. If IE is suspected radiologists should suggest further investigation with echocardiography.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"759-765"},"PeriodicalIF":1.7,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141466997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emergency RadiologyPub Date : 2024-10-01Epub Date: 2024-08-01DOI: 10.1007/s10140-024-02271-9
Martina Zaguini Francisco, Stephan Altmayer, Bruno Hochhegger
{"title":"Reply to the Letter to the Editor: Apropriateness and imaging outcomes of ultrasound, CT, and MR in the emergency department.","authors":"Martina Zaguini Francisco, Stephan Altmayer, Bruno Hochhegger","doi":"10.1007/s10140-024-02271-9","DOIUrl":"10.1007/s10140-024-02271-9","url":null,"abstract":"","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"789-790"},"PeriodicalIF":1.7,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141859384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emergency RadiologyPub Date : 2024-10-01Epub Date: 2024-06-28DOI: 10.1007/s10140-024-02254-w
Snehal Rathi, Patrick J Navin, Pranav Ajmera, Dave Bartlett, Ceylan Colak, Ashish Khandelwal
{"title":"Deciphering ovarian torsion: insights from CT imaging analysis.","authors":"Snehal Rathi, Patrick J Navin, Pranav Ajmera, Dave Bartlett, Ceylan Colak, Ashish Khandelwal","doi":"10.1007/s10140-024-02254-w","DOIUrl":"10.1007/s10140-024-02254-w","url":null,"abstract":"<p><strong>Purpose: </strong>In the milieu of emergency medicine, pelvic and lower abdominal pain present recurrently, with ovarian torsion posing a formidable diagnostic quandary amid multifarious etiologies. Given the burgeoning reliance on CT in acute care settings, it invariably assumes primacy as the principal imaging modality. This study endeavors to elucidate the CT imaging manifestations encountered by surgically confirmed ovarian torsion patients and utilizing CT to differentiate necrosis.</p><p><strong>Methods: </strong>A retrospective analysis (January, 2015- April, 2019) utilizing hospital archives was conducted on patients diagnosed with ovarian torsion, post-surgery. Inclusion criteria encompassed patients who underwent CT examinations within one week of diagnosis. A large array of CT findings encompassing midline orientation, uterine deviation, intraovarian hematoma/mass, and multiple others were systematically documented.</p><p><strong>Results: </strong>90 patients were diagnosed with ovarian torsion- 53 (59%) had CT within one week of diagnosis, 41(77%) underwent a CT with IV contrast and 12 (23%) without IV contrast. Mean age was 43 years (range 19-77 years), with near equal distribution of involvement of each ovary. Mean maximum ovarian diameter was 11.7 ± 6.3 cm (4.2-34.8 cm). Most common imaging features include the presence of thickened pedicle (43/53, 81%), midline ovary (41/53, 77%), presence of thickened fallopian tube (31/49, 63%), and ipsilateral uterine deviation (33/53, 62%). Based on contemporaneous imaging report, torsion was diagnosed in 25/ 53 studies giving a sensitivity of 47%.</p><p><strong>Conclusion: </strong>Enlarged ovarian dimensions (> 3.0 cm), thickened vascular pedicle or fallopian tube, midline ovarian disposition with ipsilateral uterine deviation, and the presence of a whirlpool sign emerged as predominant CT imaging features in surgically confirmed ovarian torsion cases, serving as pivotal diagnostic aides for radiologists. Concomitant pelvic free fluid and intraovarian hematoma signify necrotic changes, indicative of ischemic severity and disease progression.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"631-639"},"PeriodicalIF":1.7,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141466994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emergency RadiologyPub Date : 2024-10-01Epub Date: 2024-07-22DOI: 10.1007/s10140-024-02270-w
Annie Trang, Kristin Putman, Dharmam Savani, Devina Chatterjee, Jerry Zhao, Peter Kamel, Jean J Jeudy, Vishwa S Parekh, Paul H Yi
{"title":"Sociodemographic biases in a commercial AI model for intracranial hemorrhage detection.","authors":"Annie Trang, Kristin Putman, Dharmam Savani, Devina Chatterjee, Jerry Zhao, Peter Kamel, Jean J Jeudy, Vishwa S Parekh, Paul H Yi","doi":"10.1007/s10140-024-02270-w","DOIUrl":"10.1007/s10140-024-02270-w","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate whether a commercial AI tool for intracranial hemorrhage (ICH) detection on head CT exhibited sociodemographic biases.</p><p><strong>Methods: </strong>Our retrospective study reviewed 9736 consecutive, adult non-contrast head CT scans performed between November 2021 and February 2022 in a single healthcare system. Each CT scan was evaluated by a commercial ICH AI tool and a board-certified neuroradiologist; ground truth was defined as final radiologist determination of ICH presence/absence. After evaluating the AI tool's aggregate diagnostic performance, sub-analyses based on sociodemographic groups (age, sex, race, ethnicity, insurance status, and Area of Deprivation Index [ADI] scores) assessed for biases. χ<sup>2</sup> test or Fisher's exact tests evaluated for statistical significance with p ≤ 0.05.</p><p><strong>Results: </strong>Our patient population was 50% female (mean age 60 ± 19 years). The AI tool had an aggregate accuracy of 93% [9060/9736], sensitivity of 85% [1140/1338], specificity of 94% [7920/ 8398], positive predictive value (PPV) of 71% [1140/1618] and negative predictive value (NPV) of 98% [7920/8118]. Sociodemographic biases were identified, including lower PPV for patients who were females (67.3% [62,441/656] vs. 72.7% [699/962], p = 0.02), Black (66.7% [454/681] vs. 73.2% [686/937], p = 0.005), non-Hispanic/non-Latino (69.7% [1038/1490] vs. 95.4% [417/437]), p = 0.009), and who had Medicaid/Medicare (69.9% [754/1078]) or Private (66.5% [228/343]) primary insurance (p = 0.003). Lower sensitivity was seen for patients in the third quartile of national (78.8% [241/306], p = 0.001) and state ADI scores (79.0% [22/287], p = 0.001).</p><p><strong>Conclusions: </strong>In our healthcare system, a commercial AI tool had lower performance for ICH detection than previously reported and demonstrated several sociodemographic biases.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":"713-723"},"PeriodicalIF":1.7,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141733817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}