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Introduction: The purpose of this study was to compare the added value of motion metrics in determining training completion during a proficiency-based simulator curriculum compared with traditional metrics (time).
Methods: Novices (n=16) practiced on a basic laparoscopic task of a hybrid simulator until expert-derived proficiency levels for time, path length, and smoothness were achieved on two consecutive attempts. The order by which proficiency in each metric was achieved was recorded and correlated to baseline characteristics. Motion metrics were considered valuable if their incorporation led to extension of training duration.
Results: Compared with baseline participant performance improved at training completion according to all metrics (time 67+/-17 to 20+/-6 seconds; P<0.001, pathlength 5326+/-1444 to 2339+/-545 cm; P<0.001, and smoothness from 529+/-185 to 133+/-59; P<0.001). Pathlength was the easiest metric to reach the proficiency level and time the most difficult. Four (33%) participants benefited from the motion metrics as their training was prolonged by an average of 50% compared with using time alone. Baseline characteristics did not correlate to the order of achievement of these metrics.
Conclusions: Time may be superior to motion tracking metrics for performance assessment during proficiency-based simulator training. Nevertheless, in this study one third of trainees benefited from motion analysis metrics by having their training duration extended. Further study is needed to establish the value of motion metrics during simulator training and their impact on operating room performance improvement.
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http://dx.doi.org/10.1097/SIH.0b013e31819171ec | DOI Listing |
Nanomicro Lett
September 2025
Nanomaterials & System Lab, Major of Mechatronics Engineering, Faculty of Applied Energy System, Jeju National University, Jeju, 63243, Republic of Korea.
Wearable sensors integrated with deep learning techniques have the potential to revolutionize seamless human-machine interfaces for real-time health monitoring, clinical diagnosis, and robotic applications. Nevertheless, it remains a critical challenge to simultaneously achieve desirable mechanical and electrical performance along with biocompatibility, adhesion, self-healing, and environmental robustness with excellent sensing metrics. Herein, we report a multifunctional, anti-freezing, self-adhesive, and self-healable organogel pressure sensor composed of cobalt nanoparticle encapsulated nitrogen-doped carbon nanotubes (CoN CNT) embedded in a polyvinyl alcohol-gelatin (PVA/GLE) matrix.
View Article and Find Full Text PDFWound Repair Regen
September 2025
Graduate Program in Health Technology (PPGTS) at Pontifical Catholic University of Paraná (PUC-PR), Paraná, Brazil.
Chronic wounds pose a growing global health challenge. Accurate assessment is essential for monitoring healing, yet traditional two-dimensional methods lack volumetric analysis. Emerging three-dimensional imaging technologies offer enhanced precision, but their clinical validation and prognostic utility remain unclear.
View Article and Find Full Text PDFJ Magn Reson Imaging
September 2025
Department of Neurology, Dell Medical School, University of Texas at Austin, Austin, Texas, USA.
Background: Cerebrovascular reactivity reflects changes in cerebral blood flow in response to an acute stimulus and is reflective of the brain's ability to match blood flow to demand. Functional MRI with a breath-hold task can be used to elicit this vasoactive response, but data validity hinges on subject compliance. Determining breath-hold compliance often requires external monitoring equipment.
View Article and Find Full Text PDFMagn Reson Med
September 2025
Department of Radiology, The Ohio State University, Columbus, Ohio, USA.
Purpose: Supine breast MRI has the potential to improve over standard prone breast magnetic resonance imaging (MRI) in terms of efficiency and image quality, image alignment with diagnostic and treatment procedures, and overall accessibility. This study aims to characterize potential technical challenges of imaging in the supine position: (i) field inhomogeneities, (ii) variations, (iii) respiratory-induced breast motion, and (iv) supine breast geometry.
Methods: Ten healthy subjects were scanned at 3T in both prone and supine positions to quantify and compare (i) and (ii) between both positions, and to assess (iii) in the supine position.
Radiol Imaging Cancer
September 2025
Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, New York, NY.
Purpose To evaluate intravoxel incoherent motion (IVIM) biomarkers across different MRI vendors and software programs for breast cancer characterization in a two-site study. Materials and Methods This institutional review board-approved, Health Insurance Portability and Accountability Act-compliant retrospective study included 106 patients (with 18 benign and 88 malignant lesions) who underwent bilateral diffusion-weighted imaging (DWI) between February 2009 and March 2013. DWI was performed using 1.
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