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1.
Sichuan Da Xue Xue Bao Yi Xue Ban ; 55(3): 612-618, 2024 May 20.
Article in Zh | MEDLINE | ID: mdl-38948298

ABSTRACT

Objective: To investigate the status quo and the needs of medical imaging technicians (MITs) in the radiology department of secondary and tertiary hospitals in China, so as to provide references and support for the development of the medical imaging technology industry and the relevant policymaking by health administrative departments. Methods: The questionnaire was developed by the Chinese Society of Imaging Technology. The radiology department of each hospital involved in the survey recommended one MIT to fill out the online questionnaire. The contents included: (a) the basic information of the hospital; (b) a general overview of the MITs in the hospital; (c) daily work; (d) career development and promotion; (e) research status and needs, etc. Differences in the number of MIT staff were compared using the Mann-Whitney U test and the chi-square test was used to compare the differences in the selected numbers of MITs in need between regions or between different levels of hospitals. Results: In this investigation, valid questionnaires were finally obtained from a total of 5403 hospitals in 31 provinces in China. The total number of MITs of the hospitals covered in the sample was 67481. The number of MITs in each hospital was 9 (5, 16). The male-to-female ratio was 1.41:1. MITs who were 20 to 40 years old accounted for 78%. The proportions of MITs who had completed doctorate, master's, undergraduate, junior college, and technical secondary school or lower level education were 0.6%, 3.3%, 60.7%, 30.8%, and 4.55%, respectively. The proportions of chief MITs, deputy chief MITs, supervisor MITs, primary MITs, assistant technician and those below were 1.0%, 4.21%, 22.1%, 51.8%, and 20.9%, respectively. The overall professional satisfaction of MITs was good. "Lack of opportunities for learning and communication" was quoted as the main problem MITs encountered in regard to improving their job-related competency. 59.2% of the respondents had not published any academic papers in the past five years, and only 7.0% of the respondents had published in journals included in the Science Citation Index (SCI) in the past five years. Conclusion: MITs in China are on average relatively young and the number of MITs has greatly increased. At this stage, more attention should be given to the cultivation of talents and continuing education of MITs and the construction of the discipline should be further strengthened, so as to provide strong support for the development of the medical imaging technology industry in China.


Subject(s)
Diagnostic Imaging , China , Surveys and Questionnaires , Humans , Female , Male , Diagnostic Imaging/statistics & numerical data , Radiology Department, Hospital , Adult , Workforce/statistics & numerical data
2.
AJR Am J Roentgenol ; 218(1): 165-173, 2022 01.
Article in English | MEDLINE | ID: mdl-34346786

ABSTRACT

BACKGROUND. The volume of emergency department (ED) visits and the number of neuroimaging examinations have increased since the start of the century. Little is known about this growth in the commercially insured and Medicare Advantage populations. OBJECTIVE. The purpose of our study was to evaluate changing ED utilization of neuroimaging from 2007 through 2017 in both commercially insured and Medicare Advantage enrollees. METHODS. Using patient-level claims from Optum's deidentified Clinformatics Data Mart database, which annually includes approximately 12-14 million commercial and Medicare Advantage health plan enrollees, annual ED utilization rates of head CT, head MRI, head CTA, neck CTA, head MRA, neck MRA, and carotid duplex ultrasound (US) were assessed from 2007 through 2017. To account for an aging sample population, utilization rates were adjusted using annual relative proportions of age groups and stratified by patient demographics, payer type, and provider state. RESULTS. Between 2007 and 2017, age-adjusted ED neuroimaging utilization rates per 1000 ED visits increased 72% overall (compound annual growth rate [CAGR], 5%). This overall increase corresponded to an increase of 69% for head CT (CAGR, 5%), 67% for head MRI (CAGR, 5%), 1100% for head CTA (CAGR, 25%), 1300% for neck CTA (CAGR, 27%), 36% for head MRA (CAGR, 3%), and 52% for neck MRA (CAGR, 4%) and to a decrease of 8% for carotid duplex US (CAGR, -1%). The utilization of head CT and CTA of the head and neck per 1000 ED visits increased in enrollees 65 years old or older by 48% (CAGR, 4%) and 1011% (CAGR, 24%). CONCLUSION. Neuroimaging utilization in the ED grew considerably between 2007 and 2017, with growth of head and neck CTA far outpacing the growth of other modalities. Unenhanced head CT remains by far the dominant ED neuroimaging examination. CLINICAL IMPACT. The rapid growth of head and neck CTA observed in the fee-for-service Medicare population is also observed in the commercially insured and Medicare Advantage populations. The appropriateness of this growth should be monitored as the indications for CTA expand.


Subject(s)
Diagnostic Imaging/statistics & numerical data , Emergency Service, Hospital , Neuroimaging/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Aged , Brain/diagnostic imaging , Carotid Arteries/diagnostic imaging , Diagnostic Imaging/methods , Female , Humans , Male , Medicare , Neuroimaging/methods , United States
3.
Clin Radiol ; 77(3): 188-194, 2022 03.
Article in English | MEDLINE | ID: mdl-34916046

ABSTRACT

AIM: To evaluate utilisation of a medical imaging call centre (MICC) at a multi-site, academic radiology department, focusing on communication of critical, urgent, or significant unexpected findings. MATERIALS AND METHODS: Institutional research ethics board approval was obtained. All calls made to MICC from 1 January to 31 December 2019 were reviewed retrospectively. The total number of calls, date, and reason of each call, level of report alert, and turnaround time (TAT) were recorded. Level 1, 2, and 3 alerts were defined as "potentially life-threatening new/unexpected findings", "could result in morbidity/mortality", or "not immediately life-threatening or urgent", respectively. TAT was defined as the time from alert request received by the MICC until acknowledgement of receipt by the referring physician, with a desired TAT of 60 min, 3 h, and 3 days for each level, respectively. RESULTS: The MICC received 29,799 calls in 2019, on average 2,483 (range 1,989-3,098) calls per month. The most common indications for contacting the MICC were to request imaging reports to be expedited (14,916 calls, 50%) and issuing report alerts to communicate unexpected or urgent findings (7,060 calls, 24%). Average number and range of calls for Level 1, 2, and 3 alerts were 57 (39-80), 345 (307-388), and 187 (127-215) per month, respectively. Average TAT for Level 1, 2, and 3 report alerts were 59 min, 2 h 26 min, and 19 h 39 min, respectively. CONCLUSION: The MICC received a large volume of calls and was a successful method for timely communication of unexpected or urgent imaging findings using a three-tiered alert system.


Subject(s)
Call Centers/statistics & numerical data , Communication , Diagnostic Imaging/statistics & numerical data , Radiology/statistics & numerical data , Diagnostic Imaging/classification , Emergencies/classification , Emergencies/epidemiology , Humans , Nurses/statistics & numerical data , Ontario , Radiologists/statistics & numerical data , Referral and Consultation/statistics & numerical data , Retrospective Studies , Time Factors
4.
JAMA ; 328(9): 850-860, 2022 09 06.
Article in English | MEDLINE | ID: mdl-36066518

ABSTRACT

Importance: Audit and feedback can improve professional practice, but few trials have evaluated its effectiveness in reducing potential overuse of musculoskeletal diagnostic imaging in general practice. Objective: To evaluate the effectiveness of audit and feedback for reducing musculoskeletal imaging by high-requesting Australian general practitioners (GPs). Design, Setting, and Participants: This factorial cluster-randomized clinical trial included 2271 general practices with at least 1 GP who was in the top 20% of referrers for 11 imaging tests (of the lumbosacral or cervical spine, shoulder, hip, knee, and ankle/hind foot) and for at least 4 individual tests between January and December 2018. Only high-requesting GPs within participating practices were included. The trial was conducted between November 2019 and May 2021, with final follow-up on May 8, 2021. Interventions: Eligible practices were randomized in a 1:1:1:1:1 ratio to 1 of 4 different individualized written audit and feedback interventions (n = 3055 GPs) that varied factorially by (1) frequency of feedback (once vs twice) and (2) visual display (standard vs enhanced display highlighting highly requested tests) or to a control condition of no intervention (n = 764 GPs). Participants were not masked. Main Outcomes and Measures: The primary outcome was the overall rate of requests for the 11 targeted imaging tests per 1000 patient consultations over 12 months, assessed using routinely collected administrative data. Primary analyses included all randomized GPs who had at least 1 patient consultation during the study period and were performed by statisticians masked to group allocation. Results: A total of 3819 high-requesting GPs from 2271 practices were randomized, and 3660 GPs (95.8%; n = 727 control, n = 2933 intervention) were included in the primary analysis. Audit and feedback led to a statistically significant reduction in the overall rate of imaging requests per 1000 consultations compared with control over 12 months (adjusted mean, 27.7 [95% CI, 27.5-28.0] vs 30.4 [95% CI, 29.8-30.9], respectively; adjusted mean difference, -2.66 [95% CI, -3.24 to -2.07]; P < .001). Conclusions and Relevance: Among Australian general practitioners known to frequently request musculoskeletal diagnostic imaging, an individualized audit and feedback intervention, compared with no intervention, significantly decreased the rate of targeted musculoskeletal imaging tests ordered over 12 months. Trial Registration: ANZCTR Identifier: ACTRN12619001503112.


Subject(s)
Diagnostic Imaging , General Practice , Medical Audit , Medical Overuse , Musculoskeletal Diseases , Australia/epidemiology , Diagnostic Imaging/statistics & numerical data , Feedback , General Practice/standards , General Practice/statistics & numerical data , General Practitioners/statistics & numerical data , Humans , Medical Audit/statistics & numerical data , Medical Overuse/prevention & control , Medical Overuse/statistics & numerical data , Musculoskeletal Diseases/diagnostic imaging , Musculoskeletal System/diagnostic imaging , Professional Practice/standards , Professional Practice/statistics & numerical data , Referral and Consultation/statistics & numerical data
5.
Can Assoc Radiol J ; 73(1): 49-55, 2022 Feb.
Article in English | MEDLINE | ID: mdl-33874758

ABSTRACT

PURPOSE: To examine if tweeting bias exists within imaging literature by determining if diagnostic test accuracy (DTA) studies with positive titles or conclusions are tweeted more than non-positive studies. METHODS: DTA studies published between October 2011 to April 2016 were included. Positivity of titles and conclusions were assessed independently and in duplicate, with disagreements resolved by consensus. A negative binomial regression analysis controlling for confounding variables was performed to assess the relationship between title or conclusion positivity and tweets an article received in the 100 days post-publication. RESULTS: 354 DTA studies were included. Twenty-four (7%) titles and 300 (85%) conclusions were positive (or positive with qualifier); 1 (0.3%) title and 23 (7%) conclusions were negative; and 329 (93%) titles and 26 (7%) conclusions were neutral. Studies with positive, negative, and neutral titles received a mean of 0.38, 0.00, and 0.45 tweets per study; while those with positive, negative, and neutral conclusions received a mean of 0.44, 0.61, and 0.38 tweets per study. Regression coefficients were -0.05 (SE 0.46) for positive relative to non-positive titles, and -0.09 (SE 0.31) for positive relative to non-positive conclusions. The positivity of the title (P = 0.91) or conclusion (P = 0.76) was not significantly associated with the number of tweets an article received. CONCLUSIONS: The positivity of the title or conclusion for DTA studies does not influence the amount of tweets it receives suggesting that tweet bias is not present among imaging diagnostic accuracy studies. Study protocol available at https://osf.io/hdk2m/.


Subject(s)
Diagnostic Imaging/statistics & numerical data , Information Dissemination , Publication Bias/statistics & numerical data , Social Media/statistics & numerical data , Bibliometrics , Humans , Reproducibility of Results
6.
Can Assoc Radiol J ; 73(1): 249-258, 2022 Feb.
Article in English | MEDLINE | ID: mdl-34229465

ABSTRACT

PURPOSE: Assess the impact of 24/7/365 emergency trauma radiology (ETR) coverage on Emergency Department (ED) patient flow in an urban, quaternary-care teaching hospital. METHODS: Patient ED visit and imaging information were extracted from the hospital patient care information system for 2008 to 2018. An interrupted time-series approach with a comparison group was used to study the impact of 24/7/365 ETR on average monthly ED length of stay (ED-LOS) and Emergency Physician to disposition time (EP-DISP). Linear regression models were fit with abrupt and permanent interrupts for 24/7/365 ETR, a coefficient for comparison series and a SARIMA error term; subgroup analyses were performed by patient arrival time, imaging type and chief complaint. RESULTS: During the study period, there were 949,029 ED visits and 739,796 diagnostic tests. Following implementation of 24/7/365 coverage, we found a significant decrease in EP-DISP time for patients requiring only radiographs (-29 min;95%CI:-52,-6) and a significant increase in EP-DISP time for major trauma patients (46 min;95%CI:13,79). No significant change in patient throughput was observed during evening hours for any patient subgroup. For overnight patients, there was a reduction in EP-DISP for patients with symptoms consistent with stroke (-78 min;95%CI:-131,-24) and for high acuity patients who required imaging (-33 min;95%CI:-57,-10). Changes in ED-LOS followed a similar pattern. CONCLUSIONS: At our institution, 24/7/365 in-house ETR staff radiology coverage was associated with improved ED flow for patients requiring only radiographs and for overnight stroke and high acuity patients. Major trauma patients spent more time in the ED, perhaps reflecting the required multidisciplinary management.


Subject(s)
Diagnostic Imaging/statistics & numerical data , Emergency Service, Hospital , Length of Stay/statistics & numerical data , Personnel Staffing and Scheduling/statistics & numerical data , Personnel, Hospital/statistics & numerical data , Radiology/methods , Workflow , Hospitals, Teaching , Hospitals, Urban , Humans
7.
Radiology ; 300(3): 605-612, 2021 09.
Article in English | MEDLINE | ID: mdl-34156301

ABSTRACT

Background Occupational doses to most medical radiation workers have declined substantially since the 1950s because of improvements in radiation protection practices. However, different patterns may have emerged for radiologic technologists working with nuclear medicine because of the higher per-procedure doses and increasing workloads. Purpose To summarize annual occupational doses during a 36-year period for a large cohort of U.S. radiologic technologists and to compare dose between general radiologic technologists and those specializing in nuclear medicine procedures. Materials and Methods Annual personal dose equivalents (referred to as doses) from 1980 to 2015 were summarized for 58 434 (62%) participants in the U.S. Radiologic Technologists (USRT) cohort who responded to the most recent mailed work history survey (years 2012-2014) and reported never regularly performing interventional procedures. Doses were partitioned according to the performance of nuclear medicine (yes or no, frequency, procedure type) by calendar year. Annual dose records were described by using summary statistics (eg, median and 25th and 75th percentiles). Results Median annual doses related to performance of general radiologic procedures decreased from 0.60 mSv (interquartile range [IQR], 0.10-1.9 mSv) in 1980 to levels below the limits of detection by 2015, whereas annual doses related to performance of nuclear medicine procedures remained relatively high during this period (median, 1.2 mSv; IQR, 0.12-3.0 mSv). Higher median annual doses were associated with more frequent (above vs below the median) performance of diagnostic nuclear medicine procedures (≥35 vs <35 times per week; 1.6 mSv [IQR, 0.30-3.3 mSv] and 0.9 mSv [IQR, 0.10-2.6 mSv]). Higher and more variable annual doses were associated with more frequent performance of cardiac nuclear medicine (≥10 times per week) and PET (nine or more times per week) examinations (median, 1.6 mSv [IQR, 0.30-2.2 mSv] and 2.2 mSv [IQR, 0.10-4.6 mSv], respectively). Conclusion Annual doses to U.S. radiologic technologists performing general radiologic procedures declined during a 36-year period. However, consistently higher and more variable doses were associated with the performance of nuclear medicine procedures, particularly cardiac nuclear medicine and PET procedures. © RSNA, 2021 Online supplemental material is available for this article. See also the editorial by Mettler and Guiberteau in this issue.


Subject(s)
Allied Health Personnel , Diagnostic Imaging/statistics & numerical data , Nuclear Medicine/statistics & numerical data , Occupational Exposure/statistics & numerical data , Technology, Radiologic , Adult , Humans , Radiation Dosage , Radiation Protection , United States
8.
J Pediatr ; 229: 147-153.e1, 2021 02.
Article in English | MEDLINE | ID: mdl-33098841

ABSTRACT

OBJECTIVES: To evaluate the rate of surgical procedures, anesthetic use, and imaging studies by prematurity status for the first year of life we analyzed data for Texas Medicaid-insured newborns. STUDY DESIGN: We developed a retrospective population-based live birth cohort of newborn infants insured by Texas Medicaid in 2010-2014 with 4 subcohorts: extremely premature, very premature, moderate/late premature, and term. RESULTS: In 1 102 958 infants, surgical procedures per 100 infants were 135.9 for extremely premature, 35.4 for very premature, 15.5 for moderate/late premature, and 6.5 for term. Anesthetic use was 62.0 for extremely premature, 20.8 for very premature, 11.1 for moderate/late premature, and 5.6 for the term subcohort. The most common procedures in the extremely premature were neurosurgery, intubations, and procedures that facilitated caloric intake (gastrostomy tubes and fundoplications). The annual rates for the first year of life for chest radiograph ranged from 15.0 per year for the extremely premature cohort to 0.6 for term infants and for magnetic resonance imaging (MRI) from 0.3 to 0.01. MRI was the most common imaging study with anesthesia support in all maturity levels. MRIs were done in extremely premature without anesthesia in over 90% and in term infants in 57.2%. CONCLUSIONS: Surgical procedures, anesthetic use, and imaging studies in infants are common and more frequent with higher a degree of prematurity while the use of anesthesia is lower in more premature newborns. These findings can provide direction for outcome studies of surgery and anesthesia exposure.


Subject(s)
Anesthesia/statistics & numerical data , Diagnostic Imaging/statistics & numerical data , Gestational Age , Medicaid , Surgical Procedures, Operative/statistics & numerical data , Cohort Studies , Female , Humans , Infant , Infant, Extremely Low Birth Weight , Infant, Extremely Premature , Infant, Low Birth Weight , Infant, Newborn , Infant, Premature , Infant, Very Low Birth Weight , Intubation/statistics & numerical data , Male , Retrospective Studies , Term Birth , United States
9.
J Pediatr ; 235: 253-263.e14, 2021 08.
Article in English | MEDLINE | ID: mdl-33556364

ABSTRACT

OBJECTIVES: To estimate rates and settings of low-value imaging among pediatric Medicaid beneficiaries and estimate the associated expenditures. STUDY DESIGN: Retrospective longitudinal cohort study from 2014 to 2016 of children <18 years enrolled in Pennsylvania Medicaid. Outcomes were rates of low-value imaging for 5 conditions identified by diagnosis codes, healthcare settings of imaging performance, and cost based on paid amounts. RESULTS: Of the 645 767 encounters for the 5 conditions, there were 37 525 (5.8%) low-value imaging services. Per 1000 encounters, there were 246.0 radiographs for bronchiolitis, 174.0 head computed tomography (CT) studies for minor head trauma, 155.0 and 33.3 neuroimaging studies for headache and simple febrile seizure, respectively, and 19.5 abdominal CT scans (without prior ultrasound examination) for abdominal pain. Rates of low-value imaging were highest in non-Hispanic White children and those in rural areas. In adjusted analysis, non-Hispanic White children were more likely to receive a CT scan for abdominal pain, and Black children were more likely to have imaging for bronchiolitis and minor head trauma. For individual conditions, up to 87.9% of low-value imaging (CT scan for minor head trauma) was in the emergency department (ED), with most imaging across all conditions occurring in nonpediatric EDs, up to 42.2% was in the outpatient setting (neuroimaging for headache), and up to 20.7% was during inpatient encounters (neuroimaging for febrile seizure). Outpatient and ED low-value imaging resulted in more than $7 million in Medicaid expenditures. CONCLUSIONS: Among the studied conditions, more than 1 in 20 encounters included low-value imaging, mostly in nonpediatric EDs and for bronchiolitis, head trauma, and headache. Interventions are needed to decrease the future performance of these low-value services.


Subject(s)
Diagnostic Imaging/statistics & numerical data , Medicaid/statistics & numerical data , Unnecessary Procedures/statistics & numerical data , Adolescent , Child , Child, Preschool , Emergency Service, Hospital/statistics & numerical data , Female , Humans , Infant , Infant, Newborn , Longitudinal Studies , Male , Pennsylvania/epidemiology , Retrospective Studies , United States/epidemiology
10.
AJR Am J Roentgenol ; 216(2): 519-525, 2021 02.
Article in English | MEDLINE | ID: mdl-33356434

ABSTRACT

OBJECTIVE. The purpose of our study was to assess potential disparities in the utilization of advanced imaging during emergency department (ED) visits. MATERIALS AND METHODS. This retrospective study was conducting using 5% Research Identifiable Files. All CT and MRI (together defined as "advanced imaging") examinations associated with ED visits in 2015 were identified for continuously enrolled Medicare beneficiaries. Individuals with medical claims 30 days before the index ED event were excluded, and encounters that occurred in hospitals without advanced imaging capabilities were also excluded. Patient characteristics were identified using Medicare files and hospital characteristics using the American Hospital Association Annual Survey of Hospitals. Multivariate logistic regression was used for the analysis. RESULTS. Of 86,976 qualifying ED encounters, 52,833 (60.74%) ED encounters were for female patients; 29.03% (n = 25,245) occurred at rural hospitals and 15.81% (n = 13,750) at critical access hospitals. Race distribution was 83.13% White, 11.05% Black, and 5.82% Other. Compared with ED patients at urban hospitals, those at rural and critical access hospitals were 6.9% less likely (odds ratio [OR] = 0.931, p = 0.015) and 18.0% less likely (OR = 0.820, p < 0.0001), respectively, to undergo advanced imaging. Compared with White patients, Black patients were 31.6% less likely (OR = 0.684, p < 0.0001) to undergo advanced imaging. Relative to their urban counterparts, both White (OR = 0.941, p = 0.05) and Black (OR = 0.808, p = 0.047) rural ED patients were less likely to undergo advanced imaging. CONCLUSION. Among Medicare beneficiaries receiving care in U.S. EDs, significant disparities exist in advanced imaging utilization. Although imaging appropriateness was not investigated, these findings suggest inequity. Further research is necessary to understand why consistent health benefits do not translate into consistent imaging access among risk-adjusted ED patients.


Subject(s)
Diagnostic Imaging/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Health Services Accessibility , Healthcare Disparities/statistics & numerical data , Insurance Benefits , Medicare , Aged , Aged, 80 and over , Female , Humans , Logistic Models , Male , Procedures and Techniques Utilization , Retrospective Studies , United States
11.
Philos Trans A Math Phys Eng Sci ; 379(2200): 20200205, 2021 Jun 28.
Article in English | MEDLINE | ID: mdl-33966461

ABSTRACT

Imaging is omnipresent in modern society with imaging devices based on a zoo of physical principles, probing a specimen across different wavelengths, energies and time. Recent years have seen a change in the imaging landscape with more and more imaging devices combining that which previously was used separately. Motivated by these hardware developments, an ever increasing set of mathematical ideas is appearing regarding how data from different imaging modalities or channels can be synergistically combined in the image reconstruction process, exploiting structural and/or functional correlations between the multiple images. Here we review these developments, give pointers to important challenges and provide an outlook as to how the field may develop in the forthcoming years. This article is part of the theme issue 'Synergistic tomographic image reconstruction: part 1'.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Multimodal Imaging/methods , Algorithms , Bayes Theorem , Biophysical Phenomena , Diagnostic Imaging/methods , Diagnostic Imaging/statistics & numerical data , Diagnostic Imaging/trends , Humans , Image Interpretation, Computer-Assisted/statistics & numerical data , Likelihood Functions , Machine Learning , Magnetic Resonance Imaging/methods , Magnetic Resonance Imaging/statistics & numerical data , Markov Chains , Mathematical Concepts , Multimodal Imaging/statistics & numerical data , Multimodal Imaging/trends , Neural Networks, Computer , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data
12.
Am J Emerg Med ; 46: 508-514, 2021 08.
Article in English | MEDLINE | ID: mdl-33191046

ABSTRACT

OBJECTIVE: To compare resource utilization and mortality between older and younger adult patients with similar ED chief complaints and ESI triage levels. METHODS: This was an observational study of consecutive adult patients (age ≥ 40) who presented to an academic ED over a 1-year period with chest pain, abdominal pain, altered mental status, generalized weakness, or headache. Patients were categorized into 40-64, 65-79, and ≥ 80-year old groups. Mortality and utilization outcomes were compared between age groups through logistic regression models or Cox proportional hazards adjusting for ESI level and chief complaint. Odds ratios (OR) and hazard ratios (HR) were calculated with 95% confidence intervals (CI). RESULTS: A total of 9798 ED visits were included. As compared to younger adults (age 40-64), older adults, independently of ESI level and chief complaint, had higher ED laboratory use (OR 1.46 [CI 1.29, 1.66] for age 65-80; OR 1.33 [CI 1.15, 1.55] for age ≥ 80), ED radiology use (OR 1.40 [CI 1.26, 1.56]; OR 1.48 [CI 1.30, 1.69]), hospital admission (OR 1.56 [CI 1.42, 1.72]; OR 1.97 [CI 1.75, 2.21]), and ICU admission (OR 1.38 [CI 1.15, 1.65]; OR 1.23 [CI 0.99, 1.52]). Despite similar ESI and chief complaint, patients age 65-79 and ≥ 80 had higher 30-day mortality rates (HR 1.87 [CI 1.39 to 2.51] and 2.47 [CI 1.81 to 3.37], respectively). CONCLUSIONS: Older adults with similar chief complaints and ESI levels than younger adults, have significantly higher ED resource use, hospitalization rates, and mortality.


Subject(s)
Algorithms , Clinical Laboratory Techniques/statistics & numerical data , Diagnostic Imaging/statistics & numerical data , Emergency Service, Hospital , Hospitalization/statistics & numerical data , Intensive Care Units/statistics & numerical data , Mortality , Triage/methods , Abdominal Pain , Adult , Age Factors , Aged , Aged, 80 and over , Chest Pain , Female , Headache , Humans , Logistic Models , Male , Middle Aged , Muscle Weakness , Odds Ratio , Patient Acuity , Proportional Hazards Models , Severity of Illness Index
13.
Am J Emerg Med ; 39: 102-108, 2021 01.
Article in English | MEDLINE | ID: mdl-32014376

ABSTRACT

PURPOSE: To characterize performance among ED sites participating in the Emergency Quality Network (E-QUAL) Avoidable Imaging Initiative for clinical targets on the American College of Emergency Physicians Choosing Wisely list. METHODS: This was an observational study of quality improvement (QI) data collected from hospital-based ED sites in 2017-2018. Participating EDs reported imaging utilization rates (UR) and common QI practices for three Choosing Wisely targets: Atraumatic Low Back Pain, Syncope, or Minor Head Injury. RESULTS: 305 ED sites participated in the initiative. Among all ED sites, the mean imaging UR for Atraumatic Low Back Pain was 34.7% (IQR 26.3%-42.6%) for XR, 19.1% (IQR 11.4%-24.9%) for CT, and 0.09% (IQR 0%-0.9%) for MRI. The mean CT UR for Syncope was 50.0% (IQR 38.0%-61.4%). The mean CT UR for Minor Head Injury was 72.6% (IQR 65.6%-81.7%). ED sites with sustained participation showed significant decreases in CT UR in 2017 compared to 2018 for Syncope (56.4% vs 48.0%; 95% CI: -12.7%, -4.1%) and Minor Head Injury (76.3% vs 72.1%; 95% CI: -7.3%, -1.1%). There was no significant change in imaging UR for Atraumatic Back Pain for XR (36.0% vs 33.3%; 95% CI: -5.9%, -0;5%), CT (20.1% vs 17.7%; 95% CI: -5.1%, -0.4%) or MRI (0.8% vs 0.7%, 95% CI: -0.4%, -0.3%). CONCLUSIONS: Early data from the E-QUAL Avoidable Imaging Initiative suggests QI interventions could potentially improve imaging stewardship and reduce low-value care. Further efforts to translate the Choosing Wisely recommendations into practice should promote data-driven benchmarking and learning collaboratives to achieve sustained practice improvement.


Subject(s)
Benchmarking , Diagnostic Imaging/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Quality Improvement/organization & administration , Unnecessary Procedures/statistics & numerical data , Choice Behavior , Craniocerebral Trauma/diagnostic imaging , Databases, Factual , Humans , Low Back Pain/diagnostic imaging , Practice Patterns, Physicians'/statistics & numerical data , Syncope/diagnostic imaging , United States , Unnecessary Procedures/economics
14.
Emerg Med J ; 38(7): 529-536, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34045266

ABSTRACT

BACKGROUND: Overuse of lumbar imaging in the Emergency Department is a well-recognised healthcare challenge. Studies to date have not provided robust evidence that available interventions can reduce overuse. For an intervention aimed at reducing imaging to be effective, insight into how both patients and clinicians view lumbar imaging tests is essential. AIM: To explore factors that might influence overuse of lumbar imaging in the Emergency Department. METHODS: Participants were recruited from three hospitals in Sydney, Australia between April and August 2019. We conducted focus groups and/or interviews with 14 patients and 12 clinicians. Sessions were audio-recorded and transcribed verbatim. Data were analysed using framework analysis by a team of four researchers with diverse backgrounds. RESULTS: Patients described feeling that the decision about lumbar imaging was made by their Emergency Department clinician and reported little involvement in the decision-making process. Other potential drivers of lumbar imaging overuse from the patients' perspective were strong expectations for lumbar imaging, a reluctance to delay receiving a diagnosis, and requirements from third parties (eg, insurance companies) to have imaging. Emergency Department clinicians suggested that the absence of an ongoing therapeutic relationship, and the inability to manage perceived patient pressure could drive overuse of lumbar imaging. Suggested protective factors included: involving patients in the decision, ensuring clinicians have the ability to explain the reasons to avoid imaging and collaborative approaches to care both within the Emergency Department and with primary care. CONCLUSION AND KEY FINDINGS: We found several factors that could contribute to overuse of lumbar imaging in the Emergency Department. Solutions to overuse of lumbar imaging in the Emergency Department could include: (1) strategies to involve patients in decisions about imaging; (2) training and support to provide thorough and well explained clinical assessment for low back pain; and (3) systems that support collaborative approaches to care.


Subject(s)
Diagnostic Imaging/standards , Low Back Pain/diagnostic imaging , Medical Overuse/statistics & numerical data , Adult , Diagnostic Imaging/methods , Diagnostic Imaging/statistics & numerical data , Emergency Service, Hospital/organization & administration , Female , Focus Groups/methods , Humans , Low Back Pain/physiopathology , Male , Middle Aged , New South Wales , Qualitative Research
15.
Emerg Radiol ; 28(2): 339-347, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33420529

ABSTRACT

PURPOSE: To investigate the effect of the COVID-19 pandemic on emergency department (ED) imaging. METHODS: This retrospective study included all ED visits at a four-hospital academic health system in two matched 5-week periods. Demographic information, COVID-19 status, and disposition were reviewed. Type of imaging, acquisition time, and radiology reports were analyzed. Significance level was set at p < 0.05. RESULTS: A 43.2% decrease in ED visits and 12% reduction in overall ED imaging occurred during the pandemic period. Mean age was unchanged, but a shift in gender and racial characteristics was observed (p < 0.001). In the pandemic period, COVID-19 ED patients were older (61.8 ± 16.9 years, p < 0.001) and more likely to be Black (64.2%; p < 0.001) than non-COVID-19 patients. Imaging per ED encounter increased to 2.4 ± 2.8 exams from 1.7 ± 1.1 (p < 0.001). Radiography increased (57.2% vs. 52.4%) as a fraction of total ED imaging, while computed tomography (23.4% vs. 27.2%) and ultrasound (8.5% vs. 9.6%) decreased (pre-pandemic vs. pandemic). COVID-19 ED patients underwent CT and US at a lower rate (11.5% and 5.4%) than non-COVID-19 patients (25.4% and 9.1%). The proportion of imaging study reports concluding "no disease" or "no acute disease" decreased from 56.7 to 40.6% (p < 0.001). CONCLUSION: The COVID-19 pandemic led to a significant reduction in ED visits, a shift in patient demographics, and a significant decrease in imaging volume. Additional impact included a significant increase in the proportion of positive imaging studies.


Subject(s)
COVID-19/epidemiology , Diagnostic Imaging/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Female , Georgia/epidemiology , Humans , Male , Middle Aged , Pandemics , Retrospective Studies , SARS-CoV-2
16.
Emerg Radiol ; 28(4): 705-711, 2021 Aug.
Article in English | MEDLINE | ID: mdl-33813649

ABSTRACT

PURPOSE: During the first peak of the COVID-19 pandemic, the activity of Emergency Departments worldwide changed dramatically, focusing on diagnosis and care of the Sars-Cov-2 associated disease. These major changes also involved the activity of the Emergency Radiology Department (ERD). This study aimed to analyse the impact of the COVID-19 pandemic on imaging studies, both in terms of the amount, frequency and subspecialty of different imaging modalities requested to the ERD of the Maggiore della Carità Hospital in Novara (Italy). METHODS: To this end, our observational study took into account the imaging studies requested by the emergency department during three-time spans. These were defined as phase 0 (pre-pandemic), phase 1 (pandemic peak with complete lockdown) and phase 2 (post-pandemic peak with partial lifting of restrictive measures), as derived from Italian urgent decrees by the President of the Council of Ministers (DPCM) which established the duration and entity of the lockdown measures throughout the pandemic. The dataset was processed and then compared with Pearson's chi-squared test. RESULTS: During the pandemic peak, our data showed a significant drop in the total number of studies requested and a significant rise in computed tomography (CT) studies. In particular, a statistically significant increase in chest CT studies was found, probably due to the high sensitivity of this imaging method in identifying pulmonary involvement during respiratory tract infection of possible viral etiology (SARS-Cov-2). Moreover, we observed a statistically significant decrease of X-ray (XR) and ultrasound (US) studies during phase 1 compared to phase 0 and phase 2 probably due to a reduction in the numbers of ER visits for minor traumas given the mobility restrictions and people hesitancy in visiting the ER due to fear of contagion. CONCLUSIONS: We can conclude that the activity of the ERD was heavily impacted by the SARS-Cov-2 pandemic. Further studies will be needed to estimate the impact of the pandemic on public health in terms of excess mortality related to delayed diagnosis and care of non-COVID diseases.


Subject(s)
COVID-19/epidemiology , Diagnostic Imaging/statistics & numerical data , Emergency Service, Hospital/organization & administration , Pneumonia, Viral/epidemiology , Health Services Needs and Demand , Hospital Planning , Humans , Italy/epidemiology , Organizational Case Studies , Pandemics , Pneumonia, Viral/virology , SARS-CoV-2
17.
Radiol Med ; 126(10): 1296-1311, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34213702

ABSTRACT

Radiomics is a process that allows the extraction and analysis of quantitative data from medical images. It is an evolving field of research with many potential applications in medical imaging. The purpose of this review is to offer a deep look into radiomics, from the basis, deeply discussed from a technical point of view, through the main applications, to the challenges that have to be addressed to translate this process in clinical practice. A detailed description of the main techniques used in the various steps of radiomics workflow, which includes image acquisition, reconstruction, pre-processing, segmentation, features extraction and analysis, is here proposed, as well as an overview of the main promising results achieved in various applications, focusing on the limitations and possible solutions for clinical implementation. Only an in-depth and comprehensive description of current methods and applications can suggest the potential power of radiomics in fostering precision medicine and thus the care of patients, especially in cancer detection, diagnosis, prognosis and treatment evaluation.


Subject(s)
Deep Learning , Diagnostic Imaging/methods , Image Interpretation, Computer-Assisted/methods , Precision Medicine/methods , Workflow , Algorithms , Consensus , Data Analysis , Data Mining/methods , Database Management Systems/organization & administration , Diagnostic Imaging/statistics & numerical data , Genomics/methods , Humans , Machine Learning , Medical Oncology , Neoplasms/diagnostic imaging , Neural Networks, Computer , Neuroimaging , Prognosis , Radiology Information Systems
18.
Can Assoc Radiol J ; 72(4): 686-693, 2021 Nov.
Article in English | MEDLINE | ID: mdl-32397806

ABSTRACT

OBJECTIVE: Twenty-one previous studies have shown a mean presentation to publication conversion rates at radiology conferences of 26%. There have been no prior studies on publication of medical imaging residency research presentations. Our objective was to determine how many medical imaging resident research projects presented at internal program research days across Canada go on to publication. METHODS: A list of unique medical imaging resident research presentations given at program research days during the 2012-2013 to 2016-2017 academic years was generated via e-mail contact of programs or review of publicly available data on program websites. Unique resident presentations were identified and publications associated with these presentations were sought via database and Internet searching. The number of publications, publishing journals, and time to publication was determined. RESULTS: Data from 32 research days at 7 programs were assessed. A total of 287 resident presentations were identified. Of these 287 presentations, 99 had associated publications (34% presentation to publication conversation rate), with variation in presentation numbers and publication conversion rates between schools. These 99 presentations were associated with a total of 118 publications in a total of 57 different journals. Time from presentation to publication was calculable for 109 of the 118 articles. Fifteen (14%) were published before research day and 94 (86%) were published after research day with a mean time to publication of 12.3 ± 13.6 months for all articles. CONCLUSIONS: Thirty-four percent of resident research presentations at Canadian medical imaging program research days go on to publication.


Subject(s)
Biomedical Research/statistics & numerical data , Congresses as Topic , Diagnostic Imaging/statistics & numerical data , Publishing/statistics & numerical data , Canada , Humans
19.
Can Assoc Radiol J ; 72(4): 862-870, 2021 Nov.
Article in English | MEDLINE | ID: mdl-32157902

ABSTRACT

OBJECTIVE: To offer an evidence-based account of the effect of 24/7/365 attending radiologist coverage on the turnaround time (TAT) of trauma-related radiographs finalized within 48 hours of exam completion, drawing data from an emergency radiology department of a tertiary care hospital in Vancouver, British Columbia. MATERIALS AND METHODS: This was a retrospective chart review, where TATs of imaging studies for a sample of trauma patients, who had visited the emergency department of the Vancouver General Hospital between two time periods, January 1 to September 30, 2013, and January 1 to September 30, 2017, were noted. RESULTS: In models adjusted for patient's age, sex, and seasonality, the 24/7/365 attending radiologist coverage was associated with an average of 19.1 (95% confidence interval [CI]: 18.7-19.4) hours of reduction in time from exam completion to report finalization by an attending radiologist. Approximately 11.3 (95% CI: 18.7-19.4) hours was due to reduction in time from exam completion to preliminary diagnosis of reports. When the impact of the increased number of radiology staff in 2017 was removed in the analysis, the overall TAT was reduced by 13.3 (95% CI: 13.0-13.6) hours and the time from exam completion to preliminary report was reduced by 7.8 (95% CI: 7.6-8.1) hours. LIMITATION: Since we have used a simple random sample (SRS) for this research, this study does not describe the burden of reports that are finalized in the emergency and trauma radiology department during the given time periods. CONCLUSION: Our pilot study demonstrates that the implementation of 24/7/365 attending radiology coverage significantly reduces TAT for finalized radiology reports of all modalities of trauma imaging studies in an emergency and trauma radiology department. POLICY IMPLICATION: This research serves the contemporary health-care administration, policymaking information needs by providing the evidence for significantly reduced TAT of finalized radiology reports from a Canadian perspective.


Subject(s)
Diagnostic Imaging/statistics & numerical data , Personnel Staffing and Scheduling/statistics & numerical data , Radiologists/statistics & numerical data , Radiology Department, Hospital/statistics & numerical data , Workflow , Wounds and Injuries/diagnostic imaging , British Columbia , Emergencies , Emergency Service, Hospital , Female , Humans , Male , Middle Aged , Pilot Projects , Retrospective Studies , Tertiary Care Centers , Time Factors
20.
Cancer ; 126(4): 823-831, 2020 02 15.
Article in English | MEDLINE | ID: mdl-31750944

ABSTRACT

BACKGROUND: After the completion of therapy, patients with localized rhabdomyosarcoma (RMS) are subjected to intensive radiological tumor surveillance. However, the clinical benefit of this surveillance is unclear. This study retrospectively analyzed the value of off-therapy surveillance by comparing the survival of patients in whom relapse was detected by routine imaging (the imaging group) and patients in whom relapse was first suspected by symptoms (the symptom group). METHODS: This study included patients with relapsed RMS after the completion of therapy for localized RMS who were treated in large pediatric oncology hospitals in France, the United Kingdom, Italy, and the Netherlands and who were enrolled in the International Society of Paediatric Oncology Malignant Mesenchymal Tumor 95 (1995-2004) study, the Italian Paediatric Soft Tissue Sarcoma Committee Rhabdomyosarcoma 96 (1996-2004) study, or the European Paediatric Soft Tissue Sarcoma Study Group Rhabdomyosarcoma 2005 (2005-2013) study. The survival times after relapse were compared with a log-rank test between patients in the imaging group and patients in the symptom group. RESULTS: In total, 199 patients with relapsed RMS were included: 78 patients (39.2%) in the imaging group and 121 patients (60.8%) in the symptom group. The median follow-up time after relapse was 7.4 years (interquartile range, 3.9-11.5 years) for survivors (n = 86); the 3-year postrelapse survival rate was 50% (95% confidence interval [CI], 38%-61%) for the imaging group and 46% (95% CI, 37%-55%) for the symptom group (P = .7). CONCLUSIONS: Although systematic routine imaging is the standard of care after RMS therapy, the majority of relapses were detected as a result of clinical symptoms. This study found no survival advantage for patients whose relapse was detected before the emergence of clinical symptoms. These results show that the value of off-therapy surveillance is controversial, particularly because repeated imaging may also entail potential harm.


Subject(s)
Diagnostic Imaging/methods , Monitoring, Physiologic/methods , Rhabdomyosarcoma/diagnostic imaging , Rhabdomyosarcoma/therapy , Child , Child, Preschool , Diagnostic Imaging/statistics & numerical data , Disease-Free Survival , Female , Follow-Up Studies , France , Humans , Italy , Magnetic Resonance Imaging/methods , Magnetic Resonance Imaging/statistics & numerical data , Male , Monitoring, Physiologic/statistics & numerical data , Neoplasm Recurrence, Local , Netherlands , Retrospective Studies , Rhabdomyosarcoma/pathology , Tomography, X-Ray Computed/methods , Tomography, X-Ray Computed/statistics & numerical data , United Kingdom
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