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1.
Hand (N Y) ; : 15589447241232016, 2024 Mar 07.
Artigo em Inglês | MEDLINE | ID: mdl-38450618

RESUMO

BACKGROUND: Distal radius fractures (DRFs) are common upper extremity fractures and often require surgical fixation when they are intraarticular. Preoperative computed tomography (CT) has emerged as a surgical planning tool to evaluate intraarticular DRFs. Although CT affords additional details, patients receive higher radiation doses than standard radiographs. We aim to develop a low-dose CT (LDCT) protocol, relative to the institutional standard-dose CT wrist for intraarticular DRFs although providing adequate detail for surgical decision-making. METHODS: A single-institution prospective study was conducted on patients with intraarticular DRFs who underwent closed reduction and below-elbow splinting who otherwise would undergo wrist CT. Observations were defined as total measurements taken, with each view undergoing 44 measurements. Patients underwent 2 scans with a standard dose and a 10× dose reduction. Articular step and gap measurements were recorded in the sagittal and coronal images. RESULTS: A total of 11 patients were enrolled (7 women and 4 men). The mean age was 55 years (SD = 20.1). There were a total of 4 reviewers: 1 attending surgeon, 2 resident physicians, and 1 student. When comparing LDCT and conventional-dose CT (CDCT), there were no significant differences in step and gap measurements across all reviewers. CONCLUSION: This study demonstrated that LDCT provides comparable imaging quality for surgical planning as a CDCT without significant diagnostic decay in the setting of DRFs. This comes with the added benefit of a 10-fold reduction in radiation exposure. These results suggest that LDCT is an opportunity to reduce effective radiation in patients although providing beneficial preoperative imaging.

2.
Mol Ther Methods Clin Dev ; 32(1): 101205, 2024 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-38374963

RESUMO

The hemophilias are the most common severe inherited bleeding disorders and are caused by deficiency of clotting factor (F) VIII (hemophilia A) or FIX (hemophilia B). The resultant bleeding predisposition significantly increases morbidity and mortality. The ability to improve the bleeding phenotype with modest increases in clotting factor levels has enabled the development and regulatory approval of adeno-associated viral (AAV) vector gene therapies for people with hemophilia A and B. The canine hemophilia model has proven to be one of the best predictors of therapeutic response in humans. Here, we report long-term follow-up of 12 companion dogs with severe hemophilia that were treated in a real-world setting with AAV gene therapy. Despite more baseline bleeding than in research dogs, companion dogs demonstrated a 94% decrease in bleeding rates and 61% improvement in quality of life over a median of 4.1 years (range 2.6-8.9). No new anti-transgene immune responses were detected; one dog with a pre-existing anti-FVIII inhibitor achieved immune tolerance with gene therapy. Two dogs expressing 1%-5% FVIII post gene therapy experienced fatal bleeding events. These data suggest AAV liver-directed gene therapy is efficacious in a real-world setting but should target expression >5% and closely monitor those with levels in the 1%-5% range.

3.
Artigo em Inglês | MEDLINE | ID: mdl-38245427

RESUMO

RATIONALE AND OBJECTIVES: A novel three-day radiology course, PRIMER, directly preceding medical students' clinical year, was created and assessed. The required course consisted of large group lecture sessions, small group breakout sessions, and individual assignments. Though early exposure to radiology has been described in preclinical anatomy curricula, few schools offer immersive experiences to radiology as a direct predecessor to the wards. MATERIALS AND METHODS: An identical survey was distributed prior to and at the completion of the PRIMER course. Students' perceptions of radiology were assessed through Likert-style questions. Students' knowledge of radiological concepts was assessed through multiple choice questions (MCQs) related to key concepts, MCQs in which students selected the most likely diagnosis, and hotspot questions in which learners had to select the area of greatest clinical importance. Mean pre- and post-course student perception scores were compared using a T-test. For knowledge-based questions, each student received an exam score, and mean pre- and post-exam scores were compared using a T-test. RESULTS: Students' opinions of radiology changed significantly in a favorable direction across all tested questions between inception and conclusion of PRIMER (p < 0.01). Students demonstrated superior knowledge of radiological concepts after course completion (posttest mean 52% vs pretest mean 26.3%, p < 0.01). CONCLUSION: The novel radiology PRIMER course promoted a positive impression of radiology and increased medical students' knowledge of key concepts. These results suggest that a condensed introductory radiology curriculum delivered at a key moment in the overarching curriculum can have a significant impact on medical students' perceptions and knowledge.

4.
Curr Probl Diagn Radiol ; 53(2): 239-242, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-37891084

RESUMO

RATIONALE AND OBJECTIVES: Radiology remains underrepresented in U.S. medical school clinical curricula, and preconceived opinions about the field may impact whether students pursue elective exposure. A core radiology clerkship at one academic institution presents an opportunity to evaluate students' early preferences for different radiology subspecialties, thus informing curricular design and inspiring student recruitment. MATERIALS AND METHODS: At a single allopathic medical school, a required, four-week, clinical-year radiology clerkship that occurs in the second year includes immersive one-week experiences in two subspecialties. Prior to their clerkship, students rank their immersion preferences by distributing 100 points across eight fields, the values of which were analyzed as a proxy for interest. A secondary survey was distributed to active first- and second-year medical students to further investigate the factors drawing them to radiology. RESULTS: Immersive experiences in musculoskeletal, body, and breast imaging were most preferred, earning ≥20 points from 41.6 %, 34.3 %, and 31.9 % of students, respectively. Women were significantly more likely than men to express interest in breast imaging (35.8 % vs. 24.8 %, p = 0.037) and pediatric radiology (28.8 % vs. 12.8 %, p = 0.001). Men were significantly more likely than women to prefer body imaging (41.9 % vs. 30.2 %, p = 0.034), neuroradiology (29.1 % vs. 19.5 %, p = 0.048), and nuclear medicine (11.1 % vs. 5.1 %, p = 0.044). CONCLUSION: Early in their clinical education, medical students prefer certain subspecialties, especially musculoskeletal, body, and breast imaging. Women expressed significantly stronger interest in breast imaging and pediatric radiology, while men indicated significantly stronger interest in body imaging, neuroradiology, and nuclear medicine.


Assuntos
Estágio Clínico , Medicina Nuclear , Estudantes de Medicina , Masculino , Criança , Humanos , Feminino , Radiografia , Atitude , Currículo , Estágio Clínico/métodos
5.
BMJ Med ; 2(1): e000521, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37663045

RESUMO

Objectives: To compare the risk of adverse perinatal outcomes according to infants who are born small for gestational age (SGA; <10th centile) or large for gestational age (LGA; >90th centile), as defined by birthweight centiles that are non-customised (ie, standardised by sex and gestational age only) and customised (by sex, gestational age, maternal weight, height, parity, and ethnic group). Design: Comparative, population based, record linkage study with meta-analysis of results. Setting: Denmark, Finland, Norway, Wales, and England (city of Bradford), 1986-2019. Participants: 2 129 782 infants born at term in birth registries. Main outcome measures: Stillbirth, neonatal death, infant death, admission to neonatal intensive care unit, and low Apgar score (<7) at 5 minutes. Results: Relative to those infants born average for gestational age (AGA), both SGA and LGA births were at increased risk of all five outcomes, but observed relative risks were similar irrespective of whether non-customised or customised charts were used. For example, for SGA versus AGA births, when non-customised and customised charts were used, relative risks pooled over countries were 3.60 (95% confidence interval 3.29 to 3.93) versus 3.58 (3.02 to 4.24) for stillbirth, 2.83 (2.18 to 3.67) versus 3.32 (2.05 to 5.36) for neonatal death, 2.82 (2.07 to 3.83) versus 3.17 (2.20 to 4.56) for infant death, 1.66 (1.49 to 1.86) versus 1.54 (1.30 to 1.81) for low Apgar score at 5 minutes, and (based on Bradford data only) 1.97 (1.74 to 2.22) versus 1.94 (1.70 to 2.21) for admission to the neonatal intensive care unit. The estimated sensitivity of combined SGA or LGA births to identify the three mortality outcomes ranged from 31% to 34% for non-customised charts and from 34% to 38% for customised charts, with a specificity of 82% and 80% with non-customised and customised charts, respectively. Conclusions: These results suggest an increased risk of adverse perinatal outcomes of a similar magnitude among SGA or LGA term infants when customised and non-customised centiles are used. Use of customised charts for SGA/LGA births-over and above use of non-customised charts for SGA/LGA births-is unlikely to provide benefits in terms of identifying term births at risk of these outcomes.

6.
Curr Probl Diagn Radiol ; 52(6): 522-527, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37718184

RESUMO

PURPOSE: The financial sustainability of the US healthcare system is a growing concern in an environment of declining reimbursement and rising costs. Variable Centers for Medicare and Medicaid (CMS) reimbursement and denial rates for specific imaging examinations exist across sites of service, adding complexity to financial planning for healthcare organizations. Understanding the financial implications of site of service in existing CMS reimbursement for imaging may be of strategic importance for organizations going forward. MATERIALS AND METHODS: Current Procedural Terminology (CPT) codes were obtained for common cross-sectional imaging examinations using the 2022 CMS Medicare Physician Fee Schedule. Using reimbursement rates with historical volumes and denial rates, a simulation was created to estimate the overall reimbursement of paired hospital outpatient departments (HOPD) and free-standing office (FSO) sites. A baseline simulation was performed with random allocation of imaging examinations between sites of service, and an optimized simulation was performed to estimate the maximum financial impact of targeted allocation between sites. These simulations were performed for paired CT and MR scanners separately. RESULTS: For CT, the baseline simulation estimated annual average reimbursement for combined HOPD and FSO was $3.25M. Reimbursement increased to $3.51M after optimized reallocation of studies between sites of service, resulting in an expected gain of $260,162 for a set of paired HOPD and FSO scanners. For MR, the same approach resulted in baseline reimbursement of $2.51M, increasing to $2.60M upon reallocation between sites for an expected gain of $87,532. Assuming a stable cost of service delivery, this approach would result in improved margins of 8% for CT and 3.5% for MR. There were 28 CT and 19 MRI daily patient imaging appointments at each respective HOPD and FSO scanners, unchanged between baseline and optimized cases. Differences in reimbursement rates between sites were the dominant driver of increased margins at low denial rates, although denial rates became dominant at values greater than 50%. CONCLUSION: Given CMS payment and denial rate variability, optimally allocating imaging studies between sites of service may improve reimbursement for the same services delivered. Although financial incentives exist for site allocation, such decisions should require physician input to assess safety and appropriate level of care. This work contributes to an understanding of financial incentives of existing reimbursement policy and may guide future policy design towards high value care.

8.
Skeletal Radiol ; 52(12): 2399-2408, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37154873

RESUMO

OBJECTIVE: To describe the presentation of giant cell tumors (GCT) of the bone in the pediatric population to (1) improve the differential diagnosis of pediatric bone tumors and (2) identify the origin of GCT. Understanding the origin of bone tumors assists in establishing appropriate diagnoses and recommending treatment options. This is particularly important in children, where evaluating the need for invasive procedures is balanced with the desire to avoid overtreatment. GCT have historically been considered epiphyseal lesions with potential metaphyseal extension. Therefore, GCT may be inappropriately excluded from the differential diagnosis of metaphyseal lesions in the skeletally immature. MATERIALS AND METHODS: We identified 14 patients from 1981 to 2021 at a single institution who had histologic confirmation of GCT and were less than 18 years old at diagnosis. Patient characteristics, tumor location, surgical treatment, and local recurrence rates were collected. RESULTS AND CONCLUSIONS: Ten (71%) patients were female. Eleven (78.6%) were epiphysiometaphyseal (1 epiphyseal, 4 metaphyseal, 6 epiphysiometaphyseal). Five patients had an open adjacent physis, of which three (60%) had tumors confined solely to the metaphysis. Of the five patients with open physis, four (80%) developed local recurrence while only one patient (11%) with a closed physis had local recurrence (p value = 0.0023). Our results illustrate that for the skeletally immature, GCT can (and in our results more commonly did) occur in the metaphyseal location. These findings suggest that GCT should be included in the differential diagnosis of primary metaphyseal-only lesions in the skeletally immature.


Assuntos
Neoplasias Ósseas , Tumor de Células Gigantes do Osso , Humanos , Criança , Feminino , Adolescente , Masculino , Estudos Retrospectivos , Tumor de Células Gigantes do Osso/diagnóstico por imagem , Tumor de Células Gigantes do Osso/patologia , Neoplasias Ósseas/patologia , Epífises/patologia , Lâmina de Crescimento
9.
Cogn Sci ; 47(4): e13283, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-37062815

RESUMO

Are similar, or even identical, mechanisms used in the computational modeling of speech segmentation, serial image processing, and music processing? We address this question by exploring how TRACX2, a recognition-based, recursive connectionist autoencoder model of chunking and sequence segmentation, which has successfully simulated speech and serial-image processing, might be applied to elementary melody perception. The model, a three-layer autoencoder that recognizes "chunks" of short sequences of intervals that have been frequently encountered on input, is trained on the tone intervals of melodically simple French children's songs. It dynamically incorporates the internal representations of these chunks into new input. Its internal representations cluster in a manner that is consistent with "human-recognizable" melodic categories. TRACX2 is sensitive to both contour and proximity information in the musical chunks that it encounters in its input. It shows the "end-of-word" superiority effect demonstrated by Saffran et al. (1999) for short musical phrases. The overall findings suggest that the recursive autoassociative chunking mechanism, as implemented in TRACX2, may be a general segmentation and chunking mechanism, underlying not only word- and image-chunking, but also elementary melody processing.


Assuntos
Música , Percepção da Fala , Criança , Humanos , Memória , Reconhecimento Psicológico , Redes Neurais de Computação , Percepção Auditiva
10.
Curr Probl Diagn Radiol ; 52(5): 330-333, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37032291

RESUMO

RATIONALE & OBJECTIVES: There is increasing interest in narrative feedback and competency-based evaluation in medical student education. This study evaluates the implementation of a structured oral exam for a required radiology clerkship in furtherance of these aims. MATERIALS & METHODS: A structured oral exam was instituted in academic year (AY) 20-21. Students prepared to discuss 5 varied imaging cases as they would to a medical colleague and as to a patient. For AY 20-21, students took the oral and a written exam. In AY 21-22, students took the oral exam alone and the written exam was discontinued. The perceived educational value of clerkship components, including the oral and written exam, were scored by the students on a 5-point Likert scale. RESULTS: All students in AY 20-21 received a passing score on the written (mean 89.0, SD 4.59) and oral exams. All students in AY 21-22 received a passing score on the oral exam. In AY 20-21, the educational value of the oral exam was rated significantly higher than that of the written exam (4.30 vs 4.02, P = 0.021). There was no significant difference in rating of the oral exam between AY 20-21 and AY 21-22 (4.30 vs 4.38; P = 0.499). CONCLUSION: The implementation of a structured final oral exam for a required radiology clerkship was felt to be successful in the aims of delivering educational value while evaluating students for competency. Further evaluation of oral exams for radiology medical student education are warranted to optimize the career preparation of future physicians.


Assuntos
Estágio Clínico , Educação de Graduação em Medicina , Educação Médica , Radiologia , Estudantes de Medicina , Humanos , Avaliação Educacional/métodos , Radiologia/educação , Competência Clínica
11.
J Clin Endocrinol Metab ; 108(10): 2615-2625, 2023 09 18.
Artigo em Inglês | MEDLINE | ID: mdl-36971324

RESUMO

Graves orbitopathy is both disabling and disfiguring. Medical therapies to reduce inflammation are widely used, but there is limited trial data beyond 18 months of follow-up. METHODS: Three-year follow-up of a subset of the CIRTED trial (N = 68), which randomized patients to receive high-dose oral steroid with azathioprine/placebo and radiotherapy/sham radiotherapy. RESULTS: Data were available at 3 years from 68 of 126 randomized subjects (54%). No additional benefit was seen at 3 years for patients randomized to azathioprine or radiotherapy with regard to a binary clinical composite outcome measure (BCCOM), modified European Group on Graves' Orbitopathy score, or Ophthalmopathy Index.Clinical Activity Score (CAS), Ophthalmopathy Index, and Total Eye Score improved over 3 years (P < .001). However, quality of life at 3 years remained poor. Of 64 individuals with available surgical outcome data, 24 of 64 (37.5%) required surgical intervention. Disease duration of greater than 6 months before treatment was associated with increased need for surgery [odds ratio (OR) 16.8; 95% CI 2.95, 95.0; P = .001]. Higher baseline levels of CAS, Ophthalmopathy Index, and Total Eye Score but not early improvement in CAS were associated with increased requirement for surgery. CONCLUSION: In this long-term follow-up from a clinical trial, 3-year outcomes remained suboptimal with ongoing poor quality of life and high numbers requiring surgery. Importantly, reduction in CAS in the first year, a commonly used surrogate outcome measure, was not associated with improved long-term outcomes.


Assuntos
Oftalmopatia de Graves , Humanos , Oftalmopatia de Graves/tratamento farmacológico , Oftalmopatia de Graves/cirurgia , Azatioprina/uso terapêutico , Seguimentos , Qualidade de Vida , Inflamação/tratamento farmacológico , Resultado do Tratamento
12.
Curr Probl Diagn Radiol ; 52(1): 31-34, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-35999142

RESUMO

Twenty-five years of annual Medicare Physician/Supplier Procedure Summary (PSPS) Master File data were used to assess trends in normalized volume and claim denial rates for brain computerized tomography. Alongside growth in utilization of brain computerized tomography (services, denial rates, fell from 1999-2005 and with relatively leveled growth and less denial rate volatility thereafter. More recent trends in denial rates may be related to policy interventions initially aimed at cost and volume reduction.


Assuntos
Cabeça , Medicare , Idoso , Estados Unidos , Humanos , Tomografia Computadorizada por Raios X , Políticas , Encéfalo/diagnóstico por imagem
13.
Acad Radiol ; 30(8): 1738-1745, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-36153251

RESUMO

RATIONALE AND OBJECTIVES: The COVID-19 pandemic prompted the virtualization of historically in-person radiology rotations for medical students. As students return to in-person clinical education, there is an opportunity to reevaluate teaching strategies and incorporate best practices from the pandemic. We describe our experience with the conversion of a four-week radiology clerkship from an in-person (IP) to remote learning (RL) to hybrid model (HM) and its impact on student performance and satisfaction. MATERIALS AND METHODS: Stratified by curriculum (Group 1 IP, Group 2 RL, Group 3 HM), student standardized final examination scores, final grades, lecture evaluation scores, and satisfaction scores were compared. Additional analysis was performed for Group 3 clinical divisions in which IP or RL models predominated. RESULTS: A significant decrease in mean final exam score was noted in Group 2 (p < 0.0001). Average lecture rating decreased in Group 3 compared to Group 1 (p < 0.001). Group 3 students reported improved faculty (Group 1: 59, Group 2: 61, Group 3: 82; p < 0.001) and resident (Group 1: 76.5, Group 2: 68, Group 3: 90; p < 0.001) teaching effectiveness. Student-reported quantity and quality of formative feedback were also highest for Group 3 (Quantity; Group 1: 60.6, Group 2: 74, Group 3: 93; p < 0.001) (Quality; Group 1: 59.1, Group 2: 77, Group 3: 97; p < 0.001). Group 3 subanalysis demonstrated increased student-perceived usefulness of activities within IP divisions (p < 0.01) and a decrease for RL divisions (p < 0.05). CONCLUSION: A hybrid curriculum resulted in improved student satisfaction and preserved student performance after an emergent conversion to remote learning.


Assuntos
COVID-19 , Estágio Clínico , Radiologia , Estudantes de Medicina , Humanos , Pandemias , Radiologia/educação , Radiografia , Currículo
14.
Diabetes Care ; 45(12): 2852-2861, 2022 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-36455114

RESUMO

OBJECTIVE: To quantify associations of educational outcomes with type 1 diabetes status and glycemic management (HbA1c). RESEARCH DESIGN AND METHODS: This was a record linkage study of schools and higher (college) education data sets linked to national diabetes audits. The population includes all Welsh children attending school between 2009 and 2016, yielding eight academic cohorts with attainment data, including 263,426 children without diabetes and 1,212 children diagnosed with type 1 diabetes. Outcomes include standardized educational attainment for those aged 16 years, higher education participation for those aged ≥18 years, and school absences among those aged 6-16 years. RESULTS: Comparison between children with type 1 diabetes and children without diabetes showed no strong evidence of associations for student attainment (0.001 SD, 95% CI -0.047 to 0.049, P < 0.96, n = 1,212 vs. 263,426) or higher education entry rates (odds ratio 1.067, 95% CI 0.919-1.239, P < 0.39, n = 965 vs. 217,191), despite nine more sessions of absence from school annually (P < 0.0001). However, attainment in children in the most optimal HbA1c quintile was substantially better than for children without diabetes (0.267 SD, 95% CI 0.160-0.374, P < 0.001) while being worse than for children without diabetes in the least optimal quintile (-0.395 SD, 95% CI -0.504 to -0.287, P < 0.001). Attainment did not differ by duration of "exposure" to diabetes based on age at diagnosis. CONCLUSIONS: Despite more school absences, diabetes diagnosis is not associated with educational attainment or entry into higher education, although attainment does vary by HbA1c level, which may be explained in part (or wholly) by unobserved shared personal, family, or socioeconomic characteristics associated with both success in education and effective glycemic self-management.


Assuntos
Diabetes Mellitus Tipo 1 , Criança , Humanos , Adolescente , Adulto , Diabetes Mellitus Tipo 1/epidemiologia , Hemoglobinas Glicadas , Escolaridade , Instituições Acadêmicas , Glicemia
15.
Radiol Imaging Cancer ; 4(6): e220073, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36399038

RESUMO

Purpose To determine whether photon-counting CT (PCCT) acquisition of whole-body CT images provides similar quantitative image quality and reader satisfaction for multiple myeloma screening at lower radiation doses than does standard energy-integrating detector (EID) CT. Materials and Methods Patients with monoclonal gammopathy of undetermined significance prospectively underwent clinical noncontrast whole-body CT with EID and same-day PCCT (August-December 2021). Five axial scan locations were evaluated by seven radiologists, with 11% (eight of 70) of images including osteolytic lesions. Images were shown in randomized order, and each reader rated the following: discernibility of the osseous cortex and osseous trabeculae, perceived image noise level, and diagnostic confidence. Presence of lytic osseous lesions was indicated. Contrast-to-noise ratio (CNR) and signal-to-noise ratio (SNR) were calculated. Comparisons were made using paired t tests and mixed linear effects models. Results Seven participants (four women) were included (mean age, 66 years ± 9 [SD]; body mass index, 30.1 kg/m2 ± 5.2). Mean cortical definition, trabecular definition, image noise, and image quality scores were 83, 67, 75, and 78 versus 84, 66, 74, and 76 for EID and PCCT, respectively (P = .65, .11, .26, and .11, respectively). PCCT helped identify more lesions (79% [22 of 28]) than did EID (64% [18 of 28]). CNRs and SNRs were similar between modalities. PCCT had lower radiation doses than EID (volume CT dose index: EID, 11.37 ± 2.8 vs PCCT, 1.8 ± 0.6 [P = .06]; dose-length product: EID, 1654.1 ± 409.6 vs PCCT, 253.4 ± 89.6 [P = .05]). Conclusion This pilot investigation suggests that PCCT affords similar quantitative and qualitative scores as EID at significantly lower radiation doses. Keywords: CT, CT-Spectral, Skeletal-Axial, Spine, Hematologic Diseases, Whole-Body Imaging, Comparative Studies Supplemental material is available for this article. © RSNA, 2022.


Assuntos
Mieloma Múltiplo , Idoso , Feminino , Humanos , Mieloma Múltiplo/diagnóstico por imagem , Imagens de Fantasmas , Fótons , Estudos Prospectivos , Tomografia Computadorizada por Raios X/métodos
16.
Cogn Sci ; 46(11): e13208, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36399055

RESUMO

Starting with the hypothesis that analogical reasoning consists of a search of semantic space, we used eye-tracking to study the time course of information integration in adults in various formats of analogies. The two main questions we asked were whether adults would follow the same search strategies for different types of analogical problems and levels of complexity and how they would adapt their search to the difficulty of the task. We compared these results to predictions from the literature. Machine learning techniques, in particular support vector machines (SVMs), processed the data to find out which sets of transitions best predicted the output of a trial (error or correct) or the type of analogy (simple or complex). Results revealed common search patterns, but with local adaptations to the specifics of each type of problem, both in terms of looking-time durations and the number and types of saccades. In general, participants organized their search around source-domain relations that they generalized to the target domain. However, somewhat surprisingly, over the course of the entire trial, their search included, not only semantically related distractors, but also unrelated distractors, depending on the difficulty of the trial. An SVM analysis revealed which types of transitions are able to discriminate between analogy tasks. We discuss these results in light of existing models of analogical reasoning.


Assuntos
Tecnologia de Rastreamento Ocular , Resolução de Problemas , Adulto , Humanos , Semântica , Aprendizado de Máquina
17.
J Bone Joint Surg Am ; 104(11): 1004-1014, 2022 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-35648067

RESUMO

BACKGROUND: Shoulder computed tomography (CT) is commonly utilized in preoperative planning for total shoulder arthroplasty. Conventional-dose shoulder CT may expose patients to more ionizing radiation than is necessary to provide high-quality images for this procedure. The purpose of this study was to evaluate the utility of simulated low-dose CT images for preoperative planning using manual measurements and common preoperative planning software. METHODS: Eighteen shoulder CT scans obtained for preoperative arthroplasty planning were used to generate CT images as if they had been acquired at reduced radiation dose (RD) levels of 75%, 50%, and 25% using a simulation technique that mimics decreased x-ray tube current. This technique was validated by quantitative comparison of simulated low-dose scans of a cadaver with actual low-dose scans. Glenoid version, glenoid inclination, and humeral head subluxation were measured using 2 commercially available software platforms and were also measured manually by 3 physicians. These measurements were then analyzed for agreement across RD levels for each patient. Tolerances of 5° of glenoid version, 5° of glenoid inclination, and 10% humeral head subluxation were used as equivalent for preoperative planning purposes. RESULTS: At all RD levels evaluated, the preoperative planning software successfully segmented the CT images. Semiautomated software measurement of 25% RD images was within tolerances in 99.1% of measurements; for 50% RD images, within tolerances in 96.3% of measurements; and for 75% RD images, within tolerances in 100% of measurements. Manual measurements of 25% RD images were within these tolerances in 95.1% of measurements; for 50% RD images, in 98.8% of measurements; and for 75% RD images, in 99.4% of measurements. CONCLUSIONS: Simulated low-dose CT images were sufficient for reliable measurement of glenoid version, glenoid inclination, and humeral head subluxation by preoperative planning software as well as by physician-observers. These findings suggest the potential for substantial reduction in RD in preoperative shoulder CT scans without compromising surgical planning. CLINICAL RELEVANCE: The adoption of low-dose techniques in preoperative shoulder CT may lower radiation exposure for patients undergoing shoulder arthroplasty, without compromising image quality.


Assuntos
Artroplastia do Ombro , Luxações Articulares , Articulação do Ombro , Humanos , Imageamento Tridimensional , Luxações Articulares/cirurgia , Escápula/cirurgia , Articulação do Ombro/diagnóstico por imagem , Articulação do Ombro/cirurgia , Tomografia Computadorizada por Raios X/métodos
18.
Diabet Med ; 39(9): e14908, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35766972

RESUMO

AIMS: There has been a dramatic increase in hypoglycaemic agent expenditure. We assessed the variability in prescribing costs at the practice level and the relationship between expenditure and the proportion of patients achieving target glycaemic control. METHODS: We utilized national prescribing data from 406 general practices in Wales. This was compared against glycaemic control (percentage of patients achieving a HbA1c level < 59 mmol/mol in the preceding 12 months). Analyses were adjusted for the number of patients with diabetes in each general practice and the Welsh Index of Multiple Deprivation. RESULTS: There was considerable heterogeneity in hypoglycaemic agent spend per patient with diabetes, Median = £289 (IQR 247-343) range £31.1-£1713. Higher total expenditure was not associated with improved glycaemic control B(std)  = -0.01 (95%CI -0.01, 0.002) p = 0.13. High-spend practices spent more on SGLT2 inhibitors (16 vs. 9% p < 0.001) and GLP-1 agonists (13 vs. 11% p < 0.001) and less on insulin (34 vs. 42% p < 0.001), biguanides (9 vs. 11% p = 0.001) and sulphonylureas (2 vs. 3% p < 0.001) than low spend practices. There were no differences in the pattern of drug prescribing between high spend practices with better glycaemic control (mean 68% of patients HbA1c <59 mmol/mol) and those with less good metabolic control (mean 58% of patients HbA1c <59 mmol/mol). CONCLUSIONS: Spend on hypoglycaemic agents is highly variable between practices and increased expenditure per patient is not associated with better glycaemic control. Whilst newer, more expensive agents have additional benefits, in individuals where these advantages are more marginal widespread use of these agents has important cost implications.


Assuntos
Diabetes Mellitus Tipo 2 , Hipoglicemiantes , Glicemia/metabolismo , Diabetes Mellitus Tipo 2/metabolismo , Hemoglobinas Glicadas/metabolismo , Humanos , Hipoglicemiantes/uso terapêutico , Atenção Primária à Saúde , País de Gales/epidemiologia
19.
Clin Toxicol (Phila) ; 60(7): 860-862, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35225116

RESUMO

BACKGROUND: The U.S. National Library of Medicine and Department of Homeland Security assembled subject matter experts (SMEs) for the Toxic Chemical Syndrome Definitions and Nomenclature Workshop. The SMEs at this meeting identified a lack of research evaluating the effectiveness of field recognition of toxidromes to guide treatment. They suggested that mnemonics may be helpful for remembering and recognizing toxidromes and further, that rapid toxidrome recognition, through use of a mnemonic or otherwise, leads to rapid action and urgent intervention. OBJECTIVES: (1) Determine if published studies demonstrate HPs can learn and recall hazardous materials (hazmat) toxidromes. (2) Determine if Healthcare Professionals (HPs) can learn mnemonics for muscarinic and nicotinic toxidromes during the Advanced Hazmat Life Support (AHLS) Provider Course (PC) and recall these cholinergic mnemonics when retested years later. Our hypothesis is HPs can learn these mnemonics and recall them up to four years later. METHODS: We analyzed results of HPs who completed AHLS PC pre-tests and post-tests during their initial AHLS PC between March 1, 2007 and March 1, 2010, and then, within four years, took either an online retest or a pre-test for a second AHLS PC. We compared pre- and post-test answers for questions regarding muscarinic and nicotinic mnemonics to assess if HPs can learn these mnemonics during an initial AHLS PC and then recall these mnemonics later, during retesting. We compared the percentage of HPs who correctly identified each cholinergic mnemonic on the pre-test, post-test, and retest using McNemar's test for paired, nominal data. We searched six literature databases to see if there were any previous similar studies. RESULTS: Our literature search found no similar published studies. The mean time to re-testing was 3.6 years (SD 0.8 year). The percentage of respondents correctly answering the question for the muscarinic toxidrome was 53% on the pre-test, 100% on the post-test, and 75% on the retest. The percentage of respondents correctly answering the nicotinic toxidrome question was 52% on the pre-test, 100% on the post-test, and 77% on the retest. CONCLUSION: All studied healthcare professionals learned the cholinergic toxidrome mnemonics during their initial AHLS PC. Mnemonic recall declined somewhat on retesting; however, recall was evident in 75-77% of retest takers compared to their pre-test results up to four years earlier, a statistically significant difference (p < .001) for both mnemonics. This supports our study hypothesis that HPs can learn these mnemonics and recall them up to 4 years later.


Assuntos
Aprendizagem , Rememoração Mental , Colinérgicos , Atenção à Saúde , Pessoal de Saúde , Humanos
20.
Am J Disaster Med ; 16(3): 215-223, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34904706

RESUMO

INTRODUCTION: Little is known about prehospital availability and use of medications to treat patients from hazardous materials (hazmat) medical emergencies. The aim of this study was to identify the availability and frequency of use of medications for patients in hazmat incidents by paramedics with advanced training to care for these patients. METHODS: A prospectively validated survey was distributed to United States paramedics with advanced training in the medical management of patients from hazmat incidents who successfully completed a 16-hour Advanced Hazmat Life Support (AHLS) Provider Course from 1999 to 2017. The survey questioned hazmat medication availability, storage, and frequency of use. Hazmat medications were considered to have been used if administered anytime within the past 5 years. For analyses, medications were grouped into those with hazmat indications only and those with multiple indications. RESULTS: The survey email was opened by 911 course participants and 784 of these completed the survey (86.1 percent). Of these 784 respondents, 279 (35.6 percent) reported carrying dedicated hazmat medication kits, ie, tox-boxes, and 505 (64.4 percent) did not carry tox-boxes. For those medications specifically for hazmat use, hydroxocobalamin was most commonly available, either within or not within a dedicated tox-box. Of the 784 respondents, 313 (39.9 percent) reported carrying hydroxocobalamin and 69 (8.8 percent) reported administering it within the past 5 years. For medications with multiple indications, availability and use varied: for example, of the 784 respondents, albuterol was available to 699 (89.2 percent) and used by 572 (73.0 percent), while calcium gluconate was available to 247 (31.5 percent) and used by 80 (10.2 percent) within the last 5 years. CONCLUSION: Paramedics with advanced training in the medical management of patients in hazmat incidents reported limited availability and use of medications to treat patients in hazmat incidents.


Assuntos
Serviços Médicos de Emergência , Substâncias Perigosas , Pessoal Técnico de Saúde , Humanos , Inquéritos e Questionários , Estados Unidos
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