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How i do it: Leveraging AutoHotkey and programmable peripheral devices for high efficiency diagnostic radiology
Joyce, Ryan P
This paper discusses the use of AutoHotkey (AHK) and programmable peripheral computing devices to enhance the workflow of diagnostic radiologists. Multiple features designed and coded by an emergency teleradiologist to optimize efficiency and complete redundant tasks with ease are presented. The full AutoHotkey script, which currently supports Visage PACS, PowerScribe 360, and Epic EHR, is available in the article appendix. Recommended peripheral devices and schematics for easy integration with the AutoHotkey script are provided. Downloadable peripheral device profiles for the recommended devices are available in the appendix. The combination of task automation, achieved with AutoHotkey, and the thoughtful configuration of programmable peripheral devices, providing easy access to task automations, can lead to improved ergonomics, increased efficiency, productivity, and job satisfaction.
PMID: 39709310
ISSN: 1535-6302
CID: 5765112
PROPOSED REVISION OF THE AMERICAN ASSOCIATION FOR SURGERY OF TRAUMA RENAL TRAUMA ORGAN INJURY SCALE: SECONDARY ANALYSIS OF THE MULTI-INSTITUTIONAL GENITOURINARY TRAUMA STUDY
Matta, Rano; Keihani, Sorena; Hebert, Kevin; Horns, Joshua J; Nirula, Raminder; McCrum, Marta; McCormick, Benjamin J; Gross, Joel A; Joyce, Ryan P; Rogers, Douglas M; Wang, Sherry S; Hagedorn, Judith C; Selph, J Patrick; Sensenig, Rachel L; Moses, Rachel A; Dodgion, Christopher M; Gupta, Shubham; Mukherjee, Kaushik; Majercik, Sarah; Broghammer, Joshua A; Schwartz, Ian; Elliott, Sean P; Breyer, Benjamin N; Baradaran, Nima; Zakaluzny, Scott; Erickson, Bradley A; Miller, Brandi D; Askari, Reza; Carrick, Matthew M; Burks, Frank N; Norwood, Scott; Myers, Jeremy B; ,
BACKGROUND:This study updates the American Association for Surgery of Trauma (AAST) Organ Injury Scale (OIS) for renal trauma using evidence-based criteria for bleeding control intervention. METHODS:This was a secondary analysis of a multi-center retrospective study including patients with high grade renal trauma from 7 Level-1 trauma centers from 2013-2018. All eligible patients were assigned new renal trauma grades based on revised criteria. The primary outcome used to measure injury severity was intervention for renal bleeding. Secondary outcomes included intervention for urinary extravasation, units of packed red blood cells (PRBCs) transfused within 24 hours, and mortality. To test the revised grading system, we performed mixed effect logistic regression adjusted for multiple baseline demographic and trauma covariates. We determined the area under the receiver-operator curve (AUC) to assess accuracy of predicting bleeding interventions from the revised grading system and compared this to 2018 AAST organ injury scale. RESULTS:based on the 2018 OIS grading system, we included 549 patients with AAST Grade III-V injuries and CT scans (III: 52% (n = 284), IV: 45% (n = 249), and V: 3% (n = 16)). Among these patients, 89% experienced blunt injury (n = 491) and 12% (n = 64) underwent intervention for bleeding. After applying the revised grading criteria, 60% (n = 329) of patients were downgraded and 4% (n = 23) were upgraded; 2.8% (n = 7) downgraded from grade V to IV, and 69.5% (n = 173) downgraded from IV to III. The revised renal trauma grading system demonstrated improved predictive ability for bleeding interventions (2018 AUC = 0.805, revised AUC = 0.883; p = 0.001) and number of units of PRBCs transfused. When we removed urinary injury from the revised system, there was no difference in its predictive ability for renal hemorrhage intervention. CONCLUSIONS:A revised renal trauma grading system better delineates the need for hemostatic interventions than the current AAST OIS renal trauma grading system. LEVEL OF EVIDENCE/METHODS:II.
PMID: 38319246
ISSN: 2163-0763
CID: 5632502
Quick Guide: Programming a Gaming Keyboard for PACS to Optimize Radiology Workflow
Lee, Sterling Nicholas; Venugopal, Nitin; Breshears, Elliot; Shieh, Alice; Joyce, Ryan; Bhargava, Puneet; Said, Nicholas
The surging demand for diagnostic imaging has highlighted inefficiencies with traditional input devices. Radiologists, using conventional mice and keyboards, grapple with cumbersome shortcuts leading to fatigue, errors, and possible injuries. Gaming keyboards, designed for gamers' precision and adaptability, feature customizable keys that simplify complex tasks into single-touch actions, offering radiologists a more efficient workflow with less physical and mental strain. Incorporating these keyboards could revolutionize radiologists' engagement with PACS. The customizable feature significantly trims time spent searching, ushering in swifter, ergonomic interactions. This manuscript delineates a guide for adapting a Logitech gaming keyboard to radiology needs, from profile creations and shortcut mapping to intricate macro setups. Although the guide uses a Logitech gaming keyboard for demonstration, it is designed to be intuitive, helping users adapt to their unique needs across different modalities, subspecialties, and various radiology viewer software. Furthermore, its fundamental concepts are transferrable to other mouse brands or models with similar customization software. As radiology pivots toward utmost efficiency, gaming keyboards emerge as invaluable assets, promising significant workflow enhancements.
PMID: 37783620
ISSN: 1535-6302
CID: 5602822
Shattered Kidney After Renal Trauma: Should it be Classified as an American Association for the Surgery of Trauma (AAST) Grade V Injury?
Keihani, Sorena; Rogers, Douglas; Wang, Sherry S; Gross, Joel A; Joyce, Ryan P; Hagedorn, Judith C; Majercik, Sarah; Sensenig, Rachel L; Schwartz, Ian; Erickson, Bradley A; Moses, Rachel A; Patrick Selph, J; Norwood, Scott; Smith, Brian P; Dodgion, Christopher M; Mukherjee, Kaushik; Breyer, Benjamin N; Baradaran, Nima; Myers, Jeremy B
OBJECTIVE:To study the prevalence and management of shattered kidney and to evaluate if the new description of "loss of identifiable renal anatomy" in the 2018 American Association for the Surgery of Trauma (AAST) organ injury scale (OIS) would improve the ability to predict bleeding control interventions. METHODS:We used high-grade renal trauma (HGRT) data from 21 Level-1 trauma centers from 2013-2018. Initial CT scans were reviewed to identify shattered kidneys, defined as a kidney having ≥3 parenchymal fragments displaced by blood or fluid on cross-sectional imaging. We further categorized patients with shattered kidney in two models based on loss of identifiable renal parenchymal anatomy and presence or absence of vascular contrast extravasation (VCE). Bleeding interventions were compared between the groups. RESULTS:From 861 HGRT patients, 41 (4.8%) had shattered kidney injury. 25 (61%) underwent a bleeding control intervention including 18 (43.9%) nephrectomies and 11 (26.8%) angioembolizations. 18 (41%) had shattered kidney with "loss of identifiable parenchymal renal anatomy" per 2018 AAST OIS (model-1). 28 (68.3%) had concurrent VCE (model-2). Model-2 had a statistically significant improvement in area under the curve over model-1 in predicting bleeding interventions (0.75 vs. 0.72; p=0.01) CONCLUSIONS: Shattered kidney is associated with high rates of active bleeding, urinary extravasation, and interventions including nephrectomy. The definition of shattered kidney is vague and subjective and our definition might be simpler and more reproducible. Loss of identifiable renal anatomy per the 2018 AAST OIS did not provide better distinction for bleeding control interventions over presence of VCE.
PMID: 37356461
ISSN: 1527-9995
CID: 5526782
Grade V renal trauma management: results from the multi-institutional genito-urinary trauma study
Hakam, Nizar; Keihani, Sorena; Shaw, Nathan M; Abbasi, Behzad; Jones, Charles P; Rogers, Douglas; Wang, Sherry S; Gross, Joel A; Joyce, Ryan P; Hagedorn, Judith C; Selph, J Patrick; Sensenig, Rachel L; Moses, Rachel A; Dodgion, Christopher M; Gupta, Shubham; Mukherjee, Kaushik; Majercik, Sarah; Smith, Brian P; Broghammer, Joshua A; Schwartz, Ian; Baradaran, Nima; Zakaluzny, Scott A; Erickson, Bradley A; Miller, Brandi D; Askari, Reza; Carrick, Matthew M; Burks, Frank N; Norwood, Scott; Myers, Jeremy B; Breyer, Benjamin N
PURPOSE/OBJECTIVE:To investigate management trends for American Association for the Surgery of Trauma (AAST) grade V renal trauma with focus on non-operative management. METHODS:We used prospectively collected data as part of the Multi-institutional Genito-Urinary Trauma Study (MiGUTS). We included patients with grade V renal trauma according to the AAST Injury Scoring Scale 2018 update. All cases submitted by participating centers with radiology images available were independently reviewed to confirm renal trauma grade. Management was classified as expectant, conservative (minimally invasive, endoscopic or percutaneous procedures), or operative (renal-related surgery). RESULTS:Eighty patients were included, 25 of whom had complete imaging and had independent confirmation of AAST grade V renal trauma. Median age was 35 years (Interquartile range (IQR) 25-50) and 23 (92%) had blunt trauma. Ten patients (40%) were managed operatively with nephrectomy. Conservative management was used in nine patients (36%) of which six received angioembolization and three had a stent or drainage tube placed. Expectant management was followed in six (24%) patients. Transfusion requirements were progressively higher with groups requiring more aggressive treatment, and injury characteristics differed significantly across management groups in terms of hematoma size and laceration size. Vascular contrast extravasation was more likely in operatively managed patients though a statistically significant association was not found. CONCLUSION/CONCLUSIONS:Successful use of nonoperative management for grade V injuries is used for a substantial subset of patients. Lower transfusion requirement and less severe injury radiologic phenotype appear to be important characteristics delineating this group.
PMID: 37356027
ISSN: 1433-8726
CID: 5526772
External validation of a nomogram predicting risk of bleeding control interventions after high-grade renal trauma: The Multi-institutional Genito-Urinary Trauma Study
Keihani, Sorena; Wang, Sherry S; Joyce, Ryan P; Rogers, Douglas M; Gross, Joel A; Nocera, Alexander P; Selph, J Patrick; Fang, Elisa; Hagedorn, Judith C; Voelzke, Bryan B; Rezaee, Michael E; Moses, Rachel A; Arya, Chirag S; Sensenig, Rachel L; Glavin, Katie; Broghammer, Joshua A; Higgins, Margaret M; Gupta, Shubham; Castillejo Becerra, Clara M; Baradaran, Nima; Zhang, Chong; Presson, Angela P; Nirula, Raminder; Myers, Jeremy B
BACKGROUND:Renal trauma grading has a limited ability to distinguish patients who will need intervention after high-grade renal trauma (HGRT). A nomogram incorporating both clinical and radiologic factors has been previously developed to predict bleeding control interventions after HGRT. We aimed to externally validate this nomogram using multicenter data from level 1 trauma centers. METHODS:We gathered data from seven level 1 trauma centers. Patients with available initial computed tomography (CT) scans were included. Each CT scan was reviewed by two radiologists blinded to the intervention data. Nomogram variables included trauma mechanism, hypotension/shock, concomitant injuries, vascular contrast extravasation (VCE), pararenal hematoma extension, and hematoma rim distance (HRD). Mixed-effect logistic regression was used to assess the associations between the predictors and bleeding intervention. The prediction accuracy of the nomogram was assessed using the area under the receiver operating characteristic curve and its 95% confidence interval (CI). RESULTS:Overall, 569 HGRT patients were included for external validation. Injury mechanism was blunt in 89%. Using initial CT scans, 14% had VCE and median HRD was 1.7 (0.9-2.6) cm. Overall, 12% underwent bleeding control interventions including 34 angioembolizations and 24 nephrectomies. In the multivariable analysis, presence of VCE was associated with a threefold increase in the odds of bleeding interventions (odds ratio, 3.06; 95% CI, 1.44-6.50). Every centimeter increase in HRD was associated with 66% increase in odds of bleeding interventions. External validation of the model provided excellent discrimination in predicting bleeding interventions with an area under the curve of 0.88 (95% CI, 0.84-0.92). CONCLUSION:Our results reinforce the importance of radiologic findings such as VCE and hematoma characteristics in predicting bleeding control interventions after renal trauma. The prediction accuracy of the proposed nomogram remains high using external data. These variables can help to better risk stratify high-grade renal injuries. LEVEL OF EVIDENCE:Prognostic and epidemiological study, level III.
PMCID:8717860
PMID: 33075030
ISSN: 2163-0763
CID: 5286222
Clinical and Radiographic Factors Associated With Failed Renal Angioembolization: Results From the Multi-institutional Genitourinary Trauma Study (Mi-GUTS)
Armas-Phan, Manuel; Keihani, Sorena; Agochukwu-Mmonu, Nnenaya; Cohen, Andrew J; Rogers, Douglas M; Wang, Sherry S; Gross, Joel A; Joyce, Ryan P; Hagedorn, Judith C; Voelzke, Bryan; Moses, Rachel A; Sensenig, Rachel L; Selph, J Patrick; Gupta, Shubham; Baradaran, Nima; Erickson, Bradley A; Schwartz, Ian; Elliott, Sean P; Mukherjee, Kaushik; Smith, Brian P; Santucci, Richard A; Burks, Frank N; Dodgion, Christopher M; Carrick, Matthew M; Askari, Reza; Majercik, Sarah; Nirula, Raminder; Myers, Jeremy B; Breyer, Benjamin N
OBJECTIVE:To find clinical or radiographic factors that are associated with angioembolization failure after high-grade renal trauma. MATERIAL AND METHODS:Patients were selected from the Multi-institutional Genito-Urinary Trauma Study. Included were patients who initially received renal angioembolization after high-grade renal trauma (AAST grades III-V). This cohort was dichotomized into successful or failed angioembolization. Angioembolization was considered a failure if angioembolization was followed by repeat angiography and/or an exploratory laparotomy. RESULTS:A total of 67 patients underwent management initially with angioembolization, with failure in 18 (27%) patients. Those with failed angioembolization had a larger proportion ofgrade IV (72% vs 53%) and grade V (22% vs 12%) renal injuries. A total of 53 patients underwent renal angioembolization and had initial radiographic data for review, with failure in 13 cases. The failed renal angioembolization group had larger perirenal hematoma sizes on the initial trauma scan. CONCLUSION:Angioembolization after high-grade renal trauma failed in 27% of patients. Failed angioembolization was associated with higher injury grade and a larger perirenal hematoma. Likely these characteristics are associated with high-grade renal trauma that may be less amenable to successful treatment after a single renal angioembolization.
PMID: 33129870
ISSN: 1527-9995
CID: 5286232
The American Association for the Surgery of Trauma Renal Grading System-Should Segmental Kidney Infarction be Classified as a Grade IV Injury?
Keihani, Sorena; Gross, Joel A; Joyce, Ryan P; Wang, Sherry S; Rogers, Douglas M; Fang, Elisa; Hagedorn, Judith C; Voelzke, Bryan B; Nocera, Alexander P; Selph, J Patrick; Rezaee, Michael E; Moses, Rachel A; Arya, Chirag S; Sensenig, Rachel L; Glavin, Katie; Broghammer, Joshua A; Higgins, Margaret M; Gupta, Shubham; Castillejo Becerra, Clara M; Baradaran, Nima; Kozar, Rosemary A; Nirula, Raminder; Myers, Jeremy B
PURPOSE/OBJECTIVE:In 2018 the American Association for the Surgery of Trauma revised renal injury grading. One change was inclusion of segmental kidney infarction under grade IV injuries. We aimed to assess how segmental kidney infarction will change the scope of grade IV injuries and compare bleeding control interventions in those with and without isolated segmental kidney infarction. METHODS:We used high grade renal trauma data from 7 level 1 trauma centers from 2013 to 2018 as part of the Multi-institutional Genito-Urinary Trauma Study. Initial computerized tomography scans were reviewed to regrade the injuries. Injuries were categorized as isolated segmental kidney infarction if segmental parenchymal infarction was the only reason for inclusion under grade IV injury. All other grade IV injuries (including combined injury patterns) were categorized as without isolated segmental kidney infarction. Bleeding interventions were compared between those with and without isolated segmental kidney infarction. RESULTS:From 550 patients with high grade renal trauma and available computerized tomography, 250 (45%) were grade IV according to the 2018 American Association for the Surgery of Trauma grading system. Of these, 121 (48%) had isolated segmental kidney infarction. The majority of patients with isolated segmental kidney infarction (88%) would have been assigned a lower grade using the original 1989 grading system. Rate of bleeding control interventions was lower in isolated segmental kidney infarction compared to other grade IV injuries (7% vs 21%, p=0.002). Downgrading all patients with isolated segmental kidney infarction to grade III did not change the grading system's associations with bleeding interventions. CONCLUSIONS:Approximately half of the 2018 American Association for the Surgery of Trauma grade IV injuries have isolated segmental kidney infarction. Including isolated segmental kidney infarction in grade IV injuries increases the heterogeneity of these injuries without increasing the grading system's ability to predict bleeding interventions. In future iterations of the American Association for the Surgery of Trauma renal trauma grading isolated segmental kidney infarction could be reclassified as grade III injury.
PMID: 32648808
ISSN: 1527-3792
CID: 5286202
3T Magnetic Resonance Imaging of the Wrist Tendons
Rehwald, Christine; Joyce, Ryan P; Pezeshk, Parham; Del Grande, Filippo; Khoshpouri, Parisa; Chew, Felix; Chalian, Majid
Magnetic resonance imaging (MRI) is frequently used in the imaging evaluation of wrist pain. The complex anatomy of the wrist can be demonstrated by MRI. Three tesla (3 T) MRI offers increased signal-to-noise ratio relative to 1.5 T MRI allowing for higher soft tissue contrast and better spatial resolution. The resulting increase in conspicuity of fine anatomic detail may improve the detection and characterization of wrist pathology. In this article, we will review the anatomy, normal variants, and common pathologies of the wrist tendons as evaluated on 3 T MRI.
PMID: 33021574
ISSN: 1536-1004
CID: 5286212