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关键词： radiomic features   radiation oncology   radiomics analysis   radiomics feature calculation   texture analysis  

摘要： Purpose This study introduces an in-house-designed software platform (ROdiomiX) for the radiomics analysis of medical images in radiation oncology. ROdiomiX is a MATLAB-based framework for the computation of radiomic features and feature aggregation techniques in compliance with the Image-Biomarker-Standardization-Initiative (IBSI) guidelines, which includes preprocessing protocols and quantitative benchmark results for analysis of computational phantom images. Methods and Materials The ROdiomiX software system consists of a series of computation cores implemented on the basis of the guidelines proposed by the IBSI. It is capable of quantitative computation of the following 11 different feature categories: Local-Intensity, Intensity-Histogram, Intensity-Based-Statistical, Intensity-Volume-Histogram, Gray-Level-Co-occurrence, Gray-Level-Run-Length, Gray-Level-Size-Zone, Gray-Level-Distance-Zone, Neighborhood-Grey-Tone-Difference, Neighboring-Grey-Level-Dependence, and Morphological feature. ROdiomiX was validated against benchmark values for the IBSI 3D digital phantom, as well as one designed in-house (HFH). The intraclass correlation coefficient (ICC) for estimating the degree of absolute agreement between ROdiomiX computation and benchmark values for different features at the 95% confidence level (CL) was used for comparison. Results Among the 11 feature categories with 149 total features including 10 different feature aggregation methods (following the IBSI guidelines), the percent difference between absolute feature values computed by the ROdiomiX software and benchmark values reported for IBSI and HFH digital phantoms were 0.14% + 0.43% and 0.11% + 0.27%, respectively. The ICC values were >0.997 for all ten feature categories for both the IBSI and HFH digital phantoms. Conclusion The authors successfully developed a platform for computation of quantitative radiomic features. The image preprocessing and computational software cores were designed following the pr

关键词： Robot-enhanced neurosurgery   Single neuron recording   Stereoelectroencephalography  

摘要： OBJECTIVE: Single neuron or unit recording enables researchers to measure the electrophysiologic responses of single neurons using a microelectrode system. This approach is widely used in cognitive science and has become more widespread in humans with the use of hybrid (micro-within-macrowire) depth electrodes that enable the implantation of microwires into the brain parenchyma. METHODS: The authors describe their surgical tech-pie in a total of 7 patients with intractable epilepsy who underwent robot-enhanced stereo-encephalography in which both standard (nonhybrid) and hybrid depth electrodes were used for invasive chronic monitoring. RESULTS: The technique and accuracy of the procedure de evaluated with a total of 84 depth electrodes (46 hybrid, 38 standard) in 7 patients. No major complications, such as intracranial hemorrhage, infection or cerebrospinal fluid leakage, occurred regardless of the type of electrode used. CONCLUSIONS: The addition of hybrid depth electrodes for the purpose of in vivo single neuron recording in robotenhanced stereoencephalography procedures is safe and does not impact the accuracy of targeting or patient safety.

关键词： CSF leakage   Dural tear   Multifidus muscle   Pedicled flap   Repair   Spine surgery  

摘要： OBJECTIVE: To assess the usefulness, feasibility, and limitations of pedicled multifidus muscle flaps (PMMFs) for the treatment of inaccessible dural tears during spine surgery. METHODS: The technique of PMMF harvesting was investigated together with relevant anatomy. We prospectively evaluated 8 patients treated with the PMMF technique between January 2017 and December 2019. Results were compared with a retrospective series of 9 patients treated with a standard technique between January 2014 and December 2016. Inclusion criteria were inaccessible dural tear or dural tear judged not amenable to direct repair because of tissue loosening. Exclusion criteria were surgical treatment of intradural disease. Clinical and demographic data of all patients were collected. Clinical evaluations were performed according to American Spinal Injury Association criteria and Oswestry Disability Index. Preoperative and postoperative computed tomography was performed in all patients. The primary end point was wound healing (cerebrospinal fluid leakage, infection, and fluid collection);secondary end points were neurologic outcome and complications. RESULTS: Control group: 1 death as a result of wound infection secondary to cerebrospinal fluid fistula and 2 patients needed lumbar subarachnoid drain;neurologic outcome: 3 patients improved and 6 were unchanged. Flap group: no wound-related complications were observed;neurologic outcome: 3 patients improved and 5 were unchanged. No flap-related complications were described. Flap harvesting was feasible in all cases, with an average 20 minutes adjunctive surgical time. CONCLUSIONS: The PMMF technique was feasible and safe;in this preliminary experience, its use is associated with lower complications as a result of dural tears but larger series are needed to confirm its effectiveness.

关键词： Gertzbein-Robbins Scale   Mazor robot   Minimally invasive surgery   Navigation   Robotics   Stealth   Technology  

摘要： BACKGROUND: Minimally invasive techniques in spine surgery have continued to advance as robotic technology has evolved over several generations. Although traditional techniques for placing pedicle screws are still widespread in practice, newer technology has increased the reliability of accurately placing instrumentation with smaller incisions and subsequent decreased length of stay. Additionally, advancements in planning software have improved the ability to align posterior instrumentation to assist with rod placement on multilevel constructs. METHODS: This paper describes the surgical techniques and operative workflow for placing pedicle screws with the latest robotic technology. The robotic platform, registration, surgical planning, and placement of instrumentation are discussed in detail. Advantages of the Mazor X Stealth Edition compared with the previous generation robot include obviating the need for K wires and eliminating the need for a percutaneous pin, as navigation is integrated into the robot. RESULTS: Our use of this new technology has been encouraging. Using the techniques described in this paper, the first 90 pedicle screws placed with the Mazor X Stealth Edition robot yielded 100% grade A accuracy on the Gertzbein-Robbins scale confirmed on immediate postoperative CT. There were no complications experienced in any case. CONCLUSIONS: In our experience, this robotic technology has the potential to improve patient outcomes and is associated with advanced surgical planning compared with more traditional techniques.

关键词： Pituitary adenoma   Functioning adenoma   Cavernous sinus   Endoscopic excision  

摘要： Background: Parasellar dural invasion can be associated with treatment failure after excision of functioning pituitary adenomas. Because the medial wall of the cavernous sinus is a common site of microscopic disease, we hypothesize that its resection may lead to improvement in biochemical remission and recurrence rates. We aim to describe our technique in the resection of the medial wall of the cavernous sinus using binasal endoscopic transsphenoidal surgery (BETS);and compare tumor control and biochemical remission rates against a matched cohort. Methods: Patients with functioning pituitary adenomas who underwent resection of the medial cavernous wall in addition to tumor excision via BETS were compared to a cohort matched for tumor type, size, and Knosp grade. Biochemical remission rates, tumor control at follow-up, and complication rates were assessed. Results: Sixteen patients underwent resection of the medial wall of the cavernous sinus. Of 14 cases with wall specimens deemed adequate for histopathologic analysis, 43 % had microscopic evidence of tumor. Two of three patients with Knosp grade 0 scores had microscopic tumor invasion of the medial wall. The mean blood loss in the cohort was 175 mL (comparable to control, p = 0.895), with no operative complications noted. Gross total excision was achieved in 81 % of cases in the treatment cohort. At a median follow-up of 11 months, no statistical difference was noted in the biochemical remission and oncologic control rates between groups. Conclusion: Resection of the medial wall of the cavernous sinus is safe and technically feasible using BETS when performed by experienced surgeons. The Knosp classification may not be reliable for microscopic tumor invasion. The effect of this technique on clinical outcomes remains to be determined by larger cohorts with matched controls and long-term follow-up.

关键词： Cell-free DNA   DNA quantification   Fluorescence microscopy   Epidermal cells  

摘要： The goal of this study was to characterize the reproducibility of extracellular and cell pellet associated DNA yields recovered from handled substrates. Results showed that extracellular DNA yields were extremely variable between contributors-ranging between 0 and >10ng-and tended to dwarf cell pellet yields, which varied between 0 and similar to 230 pg. DNA yields across multiple samples from the same contributor on different days showed similar levels of variability in both DNA fractions, indicating that extracellular DNA yield is largely influenced by extrinsic and/or environmental factors and is not a contributor-specific attribute. Microscopic surveys of cells from the pellet fraction as well as fingerprints from the same contributor samples were conducted following treatment with fluorescent DNA stain. Nearly all imaged cells exhibited diffuse fluorescence across the cell without discernable evidence of nuclei. This is consistent with the limited nature of DNA recovery from the pellet fraction and the prevalence of extracellular DNA in these samples. (C) 2020 Elsevier B.V. All rights reserved.

关键词： Infantile ASDH   Decompressive craniotomy   Hinge   Floating  

摘要： Cranioplasty complications after decompressive craniectomy (DC) in infants are not fully recognized. We aimed to devise and assess the efficacy of a hinge and floating DC (HFDC) technique for treating infantile acute subdural hematoma. Five infants, aged 2-20 months, were included. Intracranial pressure was controlled below 20 mmHg, no additional surgery was required, and there was no incidence of surgical site infection or bone graft resorption.