Unlabelled: Integration of objective biomechanical measures of foot function into the design process for insoles has been shown to provide enhanced plantar tissue protection for individuals at-risk of plantar ulceration. The use of virtual simulations utilizing numerical modeling techniques offers a potential approach to further optimize these devices. In a patient population at-risk of foot ulceration, we aimed to compare the pressure offloading performance of insoles that were optimized via numerical simulation techniques against shape-based devices. Twenty participants with diabetes and at-risk feet were enrolled in this study. Three pairs of personalized insoles: one based on shape data and subsequently manufactured via direct milling; and two were based on a design derived from shape, pressure, and ultrasound data which underwent a finite element analysis-based virtual optimization procedure. For the latter set of insole designs, one pair was manufactured via direct milling, and a second pair was manufactured through 3D printing. The offloading performance of the insoles was analyzed for forefoot regions identified as having elevated plantar pressures. In 88% of the regions of interest, the use of virtually optimized insoles resulted in lower peak plantar pressures compared to the shape-based devices. Overall, the virtually optimized insoles significantly reduced peak pressures by a mean of 41.3kPa (p<0.001, 95% CI [31.1, 51.5]) for milled and 40.5kPa (p<0.001, 95% CI [26.4, 54.5]) for printed devices compared to shape-based insoles. The integration of virtual optimization into the insole design process resulted in improved offloading performance compared to standard, shape-based devices.
Clinical Trial Registration: ISRCTN19805071, www.ISRCTN.org.
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http://dx.doi.org/10.1016/j.jbiomech.2017.06.028 | DOI Listing |
J Affect Disord
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Department of Global Public Health, Karolinska Institutet, 171 77, Stockholm, Sweden.
Physical exercise (PE) as antidepressive intervention is a promising alternative, as shown by multiple meta-analyses. However, there is no consensus regarding optimal intensity and duration of exercise, and there are no objective criteria available for personalized indication of treatment. The aims of this study were (1) to evaluate whether individual activity patterns before intervention can predict the response to treatment; and (2) to evaluate whether the patient outcome can be improved by using prior information on treatment efficacy at individual level.
View Article and Find Full Text PDFJ Imaging Inform Med
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Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA.
Deep neural networks (DNNs) have demonstrated exceptional performance across various image segmentation tasks. However, the process of preparing datasets for training segmentation DNNs is both labor-intensive and costly, as it typically requires pixel-level annotations for each object of interest. To mitigate this challenge, alternative approaches such as using weak labels (e.
View Article and Find Full Text PDFEur J Radiol
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Department of Stereotactic and Functional Neurosurgery, Medical Center - University of Freiburg, Faculty of Medicine, 79106 Freiburg, Germany; Fraunhofer Institute for Laser Technology (ILT), 52074 Aachen, Germany.
Purpose: Directional deep brain stimulation (dDBS) relies on electrodes steering the stimulation field in a specific direction. Post implantation, however, the intended and real orientation of the lead frequently deviates e.g.
View Article and Find Full Text PDFACS Omega
January 2025
School of Integrated Technology, Yonsei University, Seoul 03722, Republic of Korea.
We developed a two-transistor, zero-capacitor (2T0C) gain-cell memory featuring a self-aligned top-gate-structured thin-film transistor (TFT) for the first time. The proposed indium tin zinc oxide (ITZO) channel-incorporated architecture was specifically engineered to minimize parasitic capacitance for achieving long-retention 2T0C memory operations. A typical 2T0C structure features five types of parasitic capacitances; however, the proposed SATG design effectively used an essential gate insulator capacitance ( ) and reduced four nonessential capacitances ( , , , and ) to virtually zero.
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