Artificial intelligence can be applied across radiology education to enhance curriculum development and delivery through data-driven needs assessment, content and assessment generation, personalized learning, and program evaluation and management.
Optimizing Radiography Utilization: Multidisciplinary Expert Consensus Recommendations Endorsed by the Society of Academic Bone Radiologists, Society of Skeletal Radiology, American Society of Emergency Radiology,
Expert consensus recommendations from 21 academic centers were established for appropriate radiography utilization at 12 potentially low-yield anatomic sites through a multidisciplinary process endorsed by six major American medical societies.
Soft Tissue-RADS: An ACR Work-in-Progress Framework for Standardized Reporting of Soft-Tissue Lesions on MRI
Abstract: A 49-year-old short-board goofy-stance competitive surfer presented with a 3-month history of bilateral, left foot pain associated with tender soft tissue plantar nodules. Magnetic resonance imaging of the left foot revealed foci of fibrotic tissue within the subcutaneous tissue adjacent to the first and fifth metatarsophalangeal joints compatible with surfers' knots . The patient underwent conservative treatment with oral ibuprofen as needed before competitions, topical diclofenac gel, wide toe box shoes, and use of a double-thick traction pad on his surfboard to alleviate the friction between the metatarsophalangeal joints of his left foot and the surfboard. He reported improvement of symptoms and full return to surfing at 8-month follow-up. We present a case of surfers' knots overlying the left first and fifth metatarsophalangeal joints of a male competitive surfer and highlight recommendations for successful conservative treatment options for symptomatic athletes.
Needle tract seeding of thyroid cancer after biopsy of distant metastasis: a retrospective cohort
Abstract Imaging-guided percutaneous core needle biopsy is currently the most common technique for the investigation of potentially malignant bone lesions. It allows precise needle placement and better visual guidance, leading to improved diagnostic accuracy. Needle tract seeding (NTS) is a rare complication of biopsies in general, and its true incidence remains unknown. This study aimed to assess the risk of NTS in patients with thyroid cancer who underwent bone biopsy. For our cohort, we extracted data from the electronic medical record at the Mayo Clinic in Rochester (Minnesota, USA). Inclusion criteria included patients with a history of thyroid cancer who underwent biopsy for bone metastasis between 1/1/2014 and 10/1/2023. We identified a cohort of 20 patients that fit our inclusion criteria. Of these 20 patients, 2 patients developed NTS after CT-guided bone biopsy. Cases of seeding had a larger tumor size, a more aggressive histopathological presentation, a significantly shorter duration between cancer diagnosis and bone metastasis, and underwent more tumor manipulation procedures, such as biopsy and radiofrequency ablation, in contrast to those without seeding. In conclusion, our study identified NTS to have an incidence of 10% after biopsies of bone metastasis related to thyroid carcinoma. These are likely the result of an interplay of risk factors, including tumor biology, penetrated tissues and procedural technical details. Further studies with larger sample sizes are needed to confirm our findings and identify strategies to mitigate NTS.
Perspectives of US Medical Residency and Fellowship Applicants on No-Stakes Campus Visits
ABSTRACT Background Virtual interviews may limit an applicant’s ability to ascertain the culture of a training program. No-stakes campus visits (NSCVs) have been offered but their value is unknown. Objective The purpose of our study was to determine factors that influence applicants’ rank lists and determine barriers to and perceptions of NSCVs and their impact on applicants’ final rank lists. Methods All interviewed applicants of graduate medical education (GME) programs who agreed to participate in the study were emailed a survey after the 2023 National Resident Matching Program Match. The survey contained sections on demographics, perspectives on factors affecting ranking decisions, and perceptions of NSCVs. Results Of 796 applicants, 183 (22.9%) who interviewed at 16 different Mayo Clinic GME programs responded to the survey. Of 131 respondents who answered whether they accepted an NSCV offer, 39 (29.8%) accepted. Of 35 respondents who answered whether they thought attending NSCVs impacted their rank, 19 (54.3%) were either uncertain or said yes. Of 34 respondents who answered whether the NSCV influenced their ranking of the program, 16 (47.1%) said their rank did not change, 12 (35.3%) said they ranked the program higher, and 5 (14.7%) said they ranked the program lower. For respondents who did not attend NSCVs, financial burden and lack of time were primary reasons. Conclusions NSCVs are perceived positively by most respondents. Many either believed they influenced their position on the program’s rank list or were unsure. Most respondents said NSCVs either improved or did not change their ranking of the program.
Abdominal Body Composition Reference Ranges and Association With Chronic Conditions in an Age- and Sex-Stratified Representative Sample of a Geographically Defined American Population
Abstract Background Body composition can be accurately quantified from abdominal computed tomography (CT) exams and is a predictor for the development of aging-related conditions and for mortality. However, reference ranges for CT-derived body composition measures of obesity, sarcopenia, and bone loss have yet to be defined in the general population. Methods We identified a population-representative sample of 4 900 persons aged 20 to 89 years who underwent an abdominal CT exam from 2010 to 2020. The sample was constructed using propensity score matching an age and sex stratified sample of persons residing in the 27-county region of Southern Minnesota and Western Wisconsin. The matching included race, ethnicity, education level, region of residence, and the presence of 20 chronic conditions. We used a validated deep learning based algorithm to calculate subcutaneous adipose tissue area, visceral adipose tissue area, skeletal muscle area, skeletal muscle density, vertebral bone area, and vertebral bone density from a CT abdominal section. Results We report CT-based body composition reference ranges on 4 649 persons representative of our geographic region. Older age was associated with a decrease in skeletal muscle area and density, and an increase in visceral adiposity. All chronic conditions were associated with a statistically significant difference in at least one body composition biomarker. The presence of a chronic condition was generally associated with greater subcutaneous and visceral adiposity, and lower muscle density and vertebrae bone density. Conclusions We report reference ranges for CT-based body composition biomarkers in a population-representative cohort of 4 649 persons by age, sex, body mass index, and chronic conditions.
Clinical Applications, Challenges, and Recommendations for Artificial Intelligence in Musculoskeletal and Soft-Tissue Ultrasound: AJR Expert Panel Narrative Review
AbstractIntroductionTranexamic acid (TXA) is an antifibrinolytic drug that has been shown to reduce blood loss following surgery. The use of TXA during orthopedic procedures has gained widespread acceptance, with multiple clinical studies demonstrating no increase in thrombotic complications. While TXA has been shown to be safe and effective for several orthopedic procedures, its use in orthopedic sarcoma surgery is not well established. Cancer‐associated thrombosis remains a significant cause of morbidity and mortality in patients with sarcoma. It is unknown if intraoperative TXA use will increase the risk of developing a postoperative thrombotic complication in this population. This study aimed to compare the risk of postoperative thrombotic complications in patients who received TXA during sarcoma resection to patients who did not receive TXA.MethodsA retrospective review was performed of 1099 patients who underwent resection of a soft tissue or bone sarcoma at our institution between 2010 and 2021. Baseline demographics and postoperative outcomes were compared between patients who did and did not receive intraoperative TXA. We evaluated 90‐day complication rates, including: deep venous thrombosis (DVT), pulmonary embolism (PE), myocardial infarction (MI), cerebrovascular accident (CVA), and mortality.ResultsTXA was used more commonly for bone tumors (p < 0.001), tumors located in the pelvis (p = 0.004), and larger tumors (p < 0.001). Patients who received intraoperative TXA were associated with a significant increase in developing a postoperative DVT (odds ratio [OR]: 2.22, p = 0.036) and PE (OR: 4.62, p < 0.001), but had no increase in CVA, MI, or mortality (all p > 0.05) within 90 days of surgery, following univariate analysis. Multivariable analysis confirmed that TXA was independently associated with developing a postoperative PE (OR: 10.64, 95% confidence interval: 2.23–50.86, p = 0.003). We found no association with DVT, MI, CVA, or mortality within 90 days postoperatively, following intraoperative TXA use.ConclusionOur results demonstrate a higher associated risk of PE following TXA use in sarcoma surgery and caution is warranted with TXA use in this patient population.
Direct anterior approach associated with lower dislocation risk after primary total hip arthroplasty in patients with prior lumbar spine fusion
Background: While there has been much interest in the increased dislocation rate in total hip arthroplasty (THA) patients with a lumbar spine fusion (LSF), there is minimal literature comparing the risk based on surgical approach. The purpose of this study was to determine if a direct anterior (DA) approach was protective against dislocation when compared to the anterolateral and posterior approaches in this high-risk patient population. Methods: A retrospective review was performed of 6554 THAs performed at our institution from January 2011 to May 2021. 294 (4.5%) patients had a prior LSF and were included in the analysis. The surgical approach, timing of LSF in relation to THA, vertebral levels fused, timing of THA dislocation, and the need for revision surgery were recorded for statistical analysis. Results: In total, 39.7.3% of patients underwent a DA approach (n = 117), 25.9% underwent an anterolateral approach ( n = 76), and 34.3% underwent a posterior approach ( n = 101). There was no difference in number of vertebral levels fused between groups (mean 2.5, all p > 0.05). There was a total of 13 (4.4%) THA dislocation events, with an average time from surgery to dislocation of 5.6 months (0.3–30.5 months). There were fewer dislocations in the DA cohort (0.9%) in comparison to both the anterolateral (6.6%, p = 0.036) and posterior groups (6.9%, p = 0.026). Conclusions: The DA approach demonstrated a significantly lower THA dislocation rate compared to both the anterolateral and posterior approaches in patients with a concomitant LSF.