976 results match your criteria: "General Electric Corporate Research & Development Center[Affiliation]"

For endovascular treatment of below-the-knee (BTK) peripheral artery disease (PAD), independently adjudicated real-world outcomes comparing non-stent-based balloon angioplasty (percutaneous transluminal angioplasty) and adjunctive treatments with or without a concomitant ipsilateral femoropopliteal (FP) artery intervention are scarce. A total of 1,060 patients from the multicenter XLPAD registry who underwent non-stent-based BTK PAD intervention between 2006 and 2021 were included. The primary outcome was the 1-year incidence of major adverse limb events (MALEs), a composite of all-cause death, any amputation, or clinically driven repeat revascularization.

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Our present understanding of electrocution followed a long path of detours and speculation. It is now hard to appreciate how mysterious was an unexpected sudden death-without visible trauma-and we should be sympathetic to the surprising theories that came from well-intentioned attempts to find something in the autopsy of an electrocution victim.The early hypotheses (1880s) tended to favor effects on the central nervous system, but the emphasis switched to arterial and hematological mechanisms as well as respiratory arrest (ie, asphyxia) along with a widespread publication debate.

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RawHash2: mapping raw nanopore signals using hash-based seeding and adaptive quantization.

Bioinformatics

August 2024

Department of Information Technology and Electrical Engineering, ETH Zurich, Zurich 8092, Switzerland.

Summary: Raw nanopore signals can be analyzed while they are being generated, a process known as real-time analysis. Real-time analysis of raw signals is essential to utilize the unique features that nanopore sequencing provides, enabling the early stopping of the sequencing of a read or the entire sequencing run based on the analysis. The state-of-the-art mechanism, RawHash, offers the first hash-based efficient and accurate similarity identification between raw signals and a reference genome by quickly matching their hash values.

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A scientific panel was created consisting of 23 interdisciplinary and interprofessional experts in intensive care medicine, physiotherapy, nursing care, surgery, rehabilitative medicine, and pneumology delegated from scientific societies together with a patient representative and a delegate from the Association of the Scientific Medical Societies who advised methodological implementation. The guideline was created according to the German Association of the Scientific Medical Societies (AWMF), based on The Appraisal of Guidelines for Research and Evaluation (AGREE) II. The topics of (early) mobilisation, neuromuscular electrical stimulation, assist devices for mobilisation, and positioning, including prone positioning, were identified as areas to be addressed and assigned to specialist expert groups, taking conflicts of interest into account.

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A Miniaturized Dual-Band Circularly Polarized Implantable Antenna for Use in Hemodialysis.

Sensors (Basel)

July 2024

The School of Electrical Engineering, Xinjiang University, Huarui Street 777#, Shuimogou District, Urumqi 830047, China.

Hemodialysis is achieved by implanting a smart arteriovenous graft (AVG) to build a vascular pathway, but reliability and stability in data transmission cannot be guaranteed. To address this issue, a miniaturized dual-band circularly polarized implantable antenna operating at 1.4 GHz (for energy transmission) and 2.

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Article Synopsis
  • Current AI image recognition technology is effective for defect detection in massive grid transmission line inspections, following two main approaches: lightweight networks for efficiency at the cost of accuracy, and complex networks for higher accuracy but with reduced efficiency.
  • This paper introduces a new method called DCP-YOLOv8 that optimizes defect detection by using deformable convolution and a unique feature fusion structure to improve the model's ability to recognize multiple defect types while maintaining a lightweight design.
  • Experimental results show that DCP-YOLOv8 achieves a 72.2% accuracy rate on a dataset of real transmission line defects, reduces model parameters by 9.15%, and processes 103 frames per second, effectively balancing accuracy and performance for real-time applications.*
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Sensorineural hearing loss (SNHL) is the most common sensory deficit worldwide. Due to the heterogeneity of causes for SNHL, effective treatment options remain scarce, creating an unmet need for novel drugs in the field of otology. Cochlear implantation (CI) currently is the only established method to restore hearing function in profound SNHL and deaf patients.

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Background: PIK3CA mutations are implicated in various cancers, but the implications of multiple concurrent mutations and their orientations within the gene have not been fully explored.

Methods: In this study, we analyzed multi-PIK3CA mutations across a diverse pan-cancer cohort comprising 3564 tumors.

Results: Multi-PIK3CA mutations were present in 10.

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Article Synopsis
  • - A new prognostic model was developed to predict cancer-specific survival (CSS) for patients with de novo metastatic hormone-sensitive prostate cancer (mHSPC) using data from 1,092 Japanese patients treated between 2014 and 2020.
  • - Key factors for predicting CSS included disease severity, liver metastasis, certain lab results, and primary tumor characteristics, leading to significant differences in 5-year CSS rates among low-risk (86%) and high-risk (22%) groups.
  • - This model displayed high accuracy and reproducibility, and it may help tailor treatment approaches for patients with mHSPC, especially in determining the intensity of therapies needed.
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The characteristic mode method is used to design a miniaturized dual-band dual circularly polarized (CP) implantable antenna operating in ISM bands. The miniaturization and dual-band characteristics are gained by using the slotting method and by inserting a short-circuit probe between the radiation patch and the ground plane. We use the characteristic mode method to study the current distribution of circular radiation patches with T-shaped slots in different modes.

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Informing pandemic management in Germany with trustworthy living evidence syntheses and guideline development: lessons learned from the COVID-19 evidence ecosystem.

J Clin Epidemiol

September 2024

Institute for Evidence in Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Breisacher Straße 86, D-79110 Freiburg, Germany; Cochrane Germany, Cochrane Germany Foundation, Berliner Allee 2, D-79110 Freiburg, Germany. Electronic address:

Objectives: We present the 'COVID-19 evidence ecosystem' (CEOsys) as a German network to inform pandemic management and to support clinical and public health decision-making. We discuss challenges faced when organizing the ecosystem and derive lessons learned for similar networks acting during pandemics or health-related crises.

Study Design And Setting: Bringing together 18 university hospitals and additional institutions, CEOsys key activities included research prioritization, conducting living systematic reviews (LSRs), supporting evidence-based (living) guidelines, knowledge translation (KT), detecting research gaps, and deriving recommendations, backed by technical infrastructure and capacity building.

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Corrosion-Induced Cracking Model of Concrete Considering a Transverse Constraint.

Materials (Basel)

July 2024

Huadian Yunnan Power Generation Co., Ltd., Kunming 650228, China.

Article Synopsis
  • The study examines how corrosion affects cracking in reinforced concrete, focusing on the role of transverse constraints like stirrups.
  • A three-layer hollow cylinder model was developed to predict the critical corrosion levels that lead to concrete cracking, showing effectiveness in various stirrup configurations.
  • The findings indicate that closely spaced stirrups can delay rust-related cracks in corner steel bars, but future research is needed on non-uniform corrosion effects in steel.
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A self-powered mechanoreceptor array is demonstrated using four mechanoreceptor cells for recognition of dynamic touch gestures. Each cell consists of a triboelectric nanogenerator (TENG) for touch sensing and a bi-stable resistor (biristor) for spike encoding. It produces informative spike signals by sensing a force of an external touch and encoding the force into the number of spikes.

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Article Synopsis
  • High b-value diffusion-weighted images (DWI) are used to detect clinically significant prostate cancer (csPCa), and this study compares synthesized DWI (sDWI) to acquired DWI (aDWI) in this context.
  • The study involved 151 patients and used various b-values (0, 500, 1000, and 2000 s/mm) to assess differences in signal intensity and classification accuracy for detecting csPCa.
  • Results showed that while sDWI is similar to aDWI qualitatively, it introduced artifacts in surrounding tissue that hinder cancer detection, with a previously validated biomarker (RSIrs) proving to be more effective for identifying csPCa.
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Background: Machine learning (ML) models can yield faster and more accurate medical diagnoses; however, developing ML models is limited by a lack of high-quality labeled training data. Crowdsourced labeling is a potential solution but can be constrained by concerns about label quality.

Objective: This study aims to examine whether a gamified crowdsourcing platform with continuous performance assessment, user feedback, and performance-based incentives could produce expert-quality labels on medical imaging data.

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Coupled changes between ruminating thoughts and resting-state brain networks during the transition into adulthood.

Mol Psychiatry

December 2024

Ecole Normale Supérieure Paris-Saclay, University Paris-Saclay, University Paris-City, INSERM U1299 "Developmental Trajectories & Psychiatry, Centre Borelli CNRS UMR9010, Gif-sur-Yvette, France.

Perseverative negative thoughts, known as rumination, might arise from emotional challenges and preclude mental health when transitioning into adulthood. Due to its multifaceted nature, rumination can take several ruminative response styles, that diverge in manifestations, severity, and mental health outcomes. Still, prospective ruminative phenotypes remain elusive insofar.

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Article Synopsis
  • - The study investigates how the balance between excitation and inhibition in brain cortex microcircuits changes during adolescence, a critical period for brain maturation.
  • - Using advanced simulations and resting-state fMRI data from two large groups, researchers found an increase in inhibition in certain brain regions (association cortices) as adolescents age, while sensorimotor areas showed more stable excitation levels.
  • - The findings suggest that there’s a consistent developmental pattern in the excitation-inhibition balance that can vary among individuals, providing a new computational method to study brain maturation at a personal level.
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Background: Sodium-glucose cotransporter 2 (SGLT2) inhibitors reduce the risk of hospitalization for heart failure and cardiovascular death with type 2 diabetes; however, their effect on arrhythmias is unclear. The purpose of this study was to investigate the effects of empagliflozin on ventricular arrhythmias in patients with type 2 diabetes.

Methods: A total of 150 patients with type 2 diabetes who were treated with an implantable cardioverter-defibrillator or cardiac resynchronization therapy defibrillator (ICD/CRT-D) were randomized to once-daily empagliflozin or placebo for 24 weeks.

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This research proposes a miniature circular polarization antenna used in a wireless capsule endoscopy system at 2.45 GHz for industrial, scientific, and medical bands. We propose a method of cutting a chamfer rectangular slot on a circular radiation patch and introducing a curved radiation structure into the centerline position of the chamfer rectangular slot, while a short-circuit probe is added to achieve miniaturization.

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The PRESERVE study (NCT04972097) aims to evaluate the safety and effectiveness of the NanoKnife System to ablate prostate tissue in patients with intermediate-risk prostate cancer (PCa). The NanoKnife uses irreversible electroporation (IRE) to deliver high-voltage electrical pulses to change the permeability of cell membranes, leading to cell death. A total of 121 subjects with organ-confined PCa ≤ T2c, prostate-specific antigens (PSAs) ≤ 15 ng/mL, and a Gleason score of 3 + 4 or 4 + 3 underwent focal ablation of the index lesion.

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Robust Intelligent Monitoring and Measurement System toward Downhole Dynamic Liquid Level.

Sensors (Basel)

June 2024

School of Electronics Information and Electrical Engineering, Yangtze University, Jingzhou 434023, China.

Dynamic liquid level monitoring and measurement in oil wells is essential in ensuring the safe and efficient operation of oil extraction machinery and formulating rational extraction policies that enhance the productivity of oilfields. This paper presents an intelligent infrasound-based measurement method for oil wells' dynamic liquid levels; it is designed to address the challenges of conventional measurement methods, including high costs, low precision, low robustness and inadequate real-time performance. Firstly, a novel noise reduction algorithm is introduced to effectively mitigate both periodic and stochastic noise, thereby significantly improving the accuracy of dynamic liquid level detection.

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A second space age spanning omics, platforms and medicine across orbits.

Nature

August 2024

Blue Marble Space Institute of Science, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA, USA.

The recent acceleration of commercial, private and multi-national spaceflight has created an unprecedented level of activity in low Earth orbit, concomitant with the largest-ever number of crewed missions entering space and preparations for exploration-class (lasting longer than one year) missions. Such rapid advancement into space from many new companies, countries and space-related entities has enabled a 'second space age'. This era is also poised to leverage, for the first time, modern tools and methods of molecular biology and precision medicine, thus enabling precision aerospace medicine for the crews.

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AmyloidPETNet: Classification of Amyloid Positivity in Brain PET Imaging Using End-to-End Deep Learning.

Radiology

June 2024

From the Department of Bioengineering, Rice University, Houston, Tex (S. Fan); Department of Radiology (S. Fan, M.R.P., P.X., S.M.H., J.J.L., S. Flores, P.L., B.G., C.A.R., D.S.M., A.N., T.L.S.B., A.S.), Charles F. and Joanne Knight Alzheimer Disease Research Center (B.G., B.M.A., R.B., J.C.M., T.L.S.B.), Department of Neurology (C.A.R., B.M.A., R.J.B., J.C.M.), and Institute for Informatics, Data Science and Biostatistics (A.S.), Washington University School of Medicine, 660 S Euclid Ave, Campus Box 8132, St Louis, MO 63110; Duke-NUS Medical School, Singapore (S. Fan); Department of Electrical and Systems Engineering, Washington University in St Louis, St Louis, Mo (S.C., A.S.); Brain Health Imaging Centre, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada (A.N.); and Tracy Family SILQ Center for Neurodegenerative Biology, St Louis, Mo (R.J.B.).

Article Synopsis
  • A new deep learning model called AmyloidPETNet was developed to classify brain PET scans as amyloid positive or negative, aiming to reduce reliance on radiologist expertise and costly MRI computations.
  • The model was trained on 1538 PET scans and tested on various independent data sets, achieving an impressive area under the receiver operating characteristic curve (AUC) of up to 0.98, indicating strong performance across different tracers.
  • Comparative analyses showed fair to good agreement between the model's classifications and visual assessments made by physicians, providing promising evidence for the model's clinical utility.
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