Electric scooter related injuries in Calgary emergency departments.

OBJECTIVES: Electric scooters (e-scooters) have contributed to a rise in injury burden and emergency department (ED) utilization since their local introduction 3 years ago. This study is a novel collaboration between the City of Calgary's Department of Transportation and emergency medicine researchers to better understand the nature and frequencies of e-scooter injuries. It quantifies the incidence and characteristics of e-scooter related injuries treated in Calgary EDs/urgent care centres (UCCs). METHODS: Administrative data from electronic medical records of all patients presenting to Adult Emergency Departments and one Urgent Care Centre in Calgary with an e-scooter related injury between July 8, 2019, and Oct 1, 2019, and May 22, 2020, and September 30, 2020 were collected. Additional data were obtained from paper EMS reports. Descriptive statistics were used to characterize injury-specific variables and comparisons were drawn between ED visits for other transportation modalities. RESULTS: 1272 ED/urgent care visits were attributed to an e-scooter related incident. The majority of incidents occurred between 20:00 and 24:00 (47%). Most injuries occurred to the lower limb (54.8%), followed by facial injuries (42.9%). The overwhelming majority of injuries happened to the e-scooter drivers (97.6%). E-scooter injuries made up approximately 15% of all trauma presentations to Calgary area adult EDs during the e-scooter season and 1 in 1400 e-scooter rides resulted in a visit to an ED/UCC. CONCLUSIONS: Traumatic ED visits related to e-scooter use represent an increasing burden of preventable injuries. This study identified specific characteristics to focus future education and public policy efforts on.

RéSUMé: OBJECTIFS: Les scooters électriques (e-scooters) ont contribué à une augmentation du fardeau des blessures et de l'utilisation des services d'urgence (SU) depuis leur introduction locale il y a trois ans. Cette étude est une nouvelle collaboration entre le Département des transports de la Ville de Calgary et des chercheurs en médecine d'urgence afin de mieux comprendre la nature et la fréquence des blessures causées par le scooter électrique. Il quantifie l'incidence et les caractéristiques des blessures liées aux scooters électriques traitées dans les services d'urgence/soins d'urgence de Calgary. MéTHODES: Données administratives provenant des dossiers médicaux électroniques de tous les patients se présentant aux services d'urgence pour adultes et à un centre de soins d'urgence de Calgary avec une blessure liée à un scooter électrique entre le 8 juillet 2019 et le 1er octobre 2019 et entre le 22 mai 2020 et le 30 septembre 2020. Des données supplémentaires ont été obtenues à partir des rapports papier des SMU. Des statistiques descriptives ont été utilisées pour caractériser les variables spécifiques aux blessures et des comparaisons ont été établies entre les visites aux urgences pour les autres modes de transport. RéSULTATS: 1 272 visites aux urgences ou aux soins d'urgence ont été attribuées à un incident lié à un scooter électrique. La majorité des incidents se sont produits entre 20 h 00 et 24 h 00 (47 %). La plupart des blessures se sont produites au niveau des membres inférieurs (54,8 %), suivies des blessures au visage (42,9 %). La grande majorité des blessures sont survenues chez les conducteurs de scooters électriques (97,6 %). Les blessures liées aux scooters électriques représentent environ 3,5 % de toutes les présentations de traumatismes dans les services d'urgence pour adultes de la région de Calgary et 1 sur 1 400 trajets en scooter électrique a entraîné l'admission dans un service d'urgence. CONCLUSIONS: Les visites aux urgences traumatiques liées à l'utilisation des scooters électriques représentent une charge croissante de blessures évitables. Cette étude a identifié des caractéristiques spécifiques sur lesquelles il convient de concentrer les efforts futurs en matière d'éducation et de politique publique.

Ultrasound classification of breast masses using a comprehensive Nakagami imaging and machine learning framework.

In this study we investigate the potential of parametric images formed from ultrasound B-mode scans using the Nakagami distribution for non-invasive classification of breast lesions and characterization of breast tissue. Through a sliding window technique, we generated seven types of Nakagami images for each patient scan in our dataset using basic and as well as derived parameters of the Nakagami distribution. To determine the suitable window size for image generation, we conducted an empirical analysis using 4 windows, which includes 3 column windows of lengths 0.1875 mm, 0.45 mm and 0.75 mm and widths of 0.002 mm, along with the standard square window with sides equal to three times the pulse length of incident ultrasound. From the parametric image sets generated using each window, we extracted a total of 72 features that consisted of morphometric, elemental and hybrid features. To our knowledge no other literature has conducted such a comprehensive analysis of Nakagami parametric images for the classification of breast lesions. Feature selection was performed to find the most useful subset of features from each of the parametric image sets for the classification of breast cancer. Analyzing the classification accuracy and Area under the Receiver Operating Characteristic (ROC) Curve (AUC) of the selected feature subsets, we determined that the selected features acquired from Nakagami parametric images generated using a column window of length 0.75 mm provides the best results for characterization of breast lesions. This optimal feature set provided a classification accuracy of 93.08%, an AUC of 0.9712, a False Negative Rate (FNR) of 0%, and a very low False Positive Rate (FPR) of 8.65%. Our results indicate that the high accuracy of such a procedure may assist in the diagnosis of breast cancer by helping to reduce false positive diagnoses.

Can plain film radiography improve the emergency department detection of clinically important urinary stones?

OBJECTIVE: Physicians frequently use ultrasound to assess hydronephrosis in patients with suspected renal colic, but ultrasound has limited diagnostic sensitivity and rarely clarifies stone size or location. Consequently, up to 80% of emergency department (ED) renal colic patients undergo confirmatory CT imaging. Our goal was to estimate x-ray sensitivity for urinary stones and determine whether x-ray substantially improves stone detection (sensitivity) compared to hydronephrosis assessment alone. METHODS: We reviewed imaging reports from all renal colic patients who underwent x-ray and CT at four EDs. For each patient, we documented stone size, location and hydronephrosis severity on CT and whether stones were identified on x-ray. We considered moderate and severe hydronephrosis (MS-Hydro) as significant positive findings, then calculated the sensitivity (detection rate) of MS-Hydro and x-ray for large stones ≥5 mm and for stones likely to require intervention (all ureteral stones >7 mm and proximal or middle stones >5 mm). We then tested a diagnostic algorithm adding x-ray to hydronephrosis assessment. RESULTS: Among 1026 patients with 1527 stones, MS-Hydro sensitivity was 39% for large stones and 60% for interventional stones. X-ray sensitivity was 46% for large stones and 52% for interventional stones. Adding x-ray to hydronephrosis assessment increased sensitivity in all stone categories, specifically from 39% to 68% for large stones (gain = 29%; 95%CI, 23% to 35%) and from 60% to 82% for interventional stones (gain = 22%; 95%CI, 13% to 30%). Because CT and ultrasound show strong agreement for MS-Hydro identification, physicians who depend on ultrasound-based hydronephrosis assessment could achieve similar gains by adding x-ray. CONCLUSIONS: Adding x-ray to hydronephrosis assessment substantially improves diagnostic sensitivity, enabling the detection of nearly 70% of large stones and over 80% of interventional stones. This level of sensitivity may be sufficient to reassure physicians about a renal colic diagnosis without CT imaging for many patients.

Testing the effectiveness and the contribution of experimental supercharge (reversed) end-to-side nerve transfer.

OBJECTIVE: Supercharge end-to-side (SETS) transfer, also referred to as reverse end-to-side transfer, distal to severe nerve compression neuropathy or in-continuity nerve injury is gaining clinical popularity despite questions about its effectiveness. Here, the authors examined SETS distal to experimental neuroma in-continuity (NIC) injuries for efficacy in enhancing neuronal regeneration and functional outcome, and, for the first time, they definitively evaluated the degree of contribution of the native and donor motor neuron pools. METHODS: This study was conducted in 2 phases. In phase I, rats (n = 35) were assigned to one of 5 groups for unilateral sciatic nerve surgeries: group 1, tibial NIC with distal peroneal-tibial SETS; group 2, tibial NIC without SETS; group 3, intact tibial and severed peroneal nerves; group 4, tibial transection with SETS; and group 5, severed tibial and peroneal nerves. Recovery was evaluated biweekly using electrophysiology and locomotion tasks. At the phase I end point, after retrograde labeling, the spinal cords were analyzed to assess the degree of neuronal regeneration. In phase II, 20 new animals underwent primary retrograde labeling of the tibial nerve, following which they were assigned to one of the following 3 groups: group 1, group 2, and group 4. Then, secondary retrograde labeling from the tibial nerve was performed at the study end point to quantify the native versus donor regenerated neuronal pool. RESULTS: In phase I studies, a significantly increased neuronal regeneration in group 1 (SETS) compared with all other groups was observed, but with modest (nonsignificant) improvement in electrophysiological and behavioral outcomes. In phase II experiments, the authors discovered that secondary labeling in group 1 was predominantly contributed from the donor (peroneal) pool. Double-labeling counts were dramatically higher in group 2 than in group 1, suggestive of hampered regeneration from the native tibial motor neuron pool across the NIC segment in the presence of SETS. CONCLUSIONS: SETS is indeed an effective strategy to enhance axonal regeneration, which is mainly contributed by the donor neuronal pool. Moreover, the presence of a distal SETS coaptation appears to negatively influence neuronal regeneration across the NIC segment. The clinical significance is that SETS should only employ synergistic donors, as the use of antagonistic donors can downgrade recovery.