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

Estimating Pitch Information From Simulated Cochlear Implant Signals With Deep Neural Networks.

Trends Hear

November 2024

NTT Communication Science Laboratories, NTT Corporation, Kanagawa, Japan.

Article Synopsis
  • - Cochlear implant (CI) users often struggle with distinguishing pitch, despite some having decent speech comprehension; this issue is linked to the quality of sound signals processed through the implants.
  • - Research shows that user sensitivity to pitch varies individually, suggesting factors like neuroplasticity or neural health impact their ability, rather than limitations in the CI signal itself.
  • - A study using deep neural networks to decode pitch from simulated CI signals found that better sound representation (more electrode channels and higher pulse rates) improves pitch estimation, especially in quiet environments, although performance drops significantly in noisy settings.
View Article and Find Full Text PDF

Assessment of trauma-induced hemorrhage with ultrasound is particularly challenging outside of the clinic, where its detection is crucial. The current clinical standard for hematoma detection - the focused assessment with sonography of trauma (FAST) exam - does not aim to detect ongoing blood loss, and thus is unable to detect injuries of increasing severity. To enhance detection of active bleeding, we propose the use of ultrasound contrast agents (UCAs), together with a novel flow phantom and contrast-sensitive processing techniques, to facilitate efficient, practical characterization of internal bleeding.

View Article and Find Full Text PDF
Article Synopsis
  • Researchers have developed a stealthy neural recorder designed to monitor brain signals in non-human primates, allowing for the study of their natural behaviors.
  • The device features a fully implantable, wireless, battery-free module that records brain activity and movement, along with a flexible 32-electrode neural probe.
  • Successfully tested on a freely moving monkey, the recorder gathered data for over a month, which was then used to train an AI model to classify the animal's eating behaviors.
View Article and Find Full Text PDF

Polygenic and transcriptional risk scores identify chronic obstructive pulmonary disease subtypes in the COPDGene and ECLIPSE cohort studies.

EBioMedicine

December 2024

Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA; Harvard Medical School, Boston, MA, 02115, USA. Electronic address:

Background: Genetic variants and gene expression predict risk of chronic obstructive pulmonary disease (COPD), but their effect on COPD heterogeneity is unclear. We aimed to define high-risk COPD subtypes using genetics (polygenic risk score, PRS) and blood gene expression (transcriptional risk score, TRS) and assess differences in clinical and molecular characteristics.

Methods: We defined high-risk groups based on PRS and TRS quantiles by maximising differences in protein biomarkers in a COPDGene training set and identified these groups in COPDGene and ECLIPSE test sets.

View Article and Find Full Text PDF

A life cycle assessment of CCU process to produce a nanocomposite from ethanol plant CO emission.

Heliyon

October 2024

Graduate Program in Environmental Engineering, Federal University of Ouro Preto, Campus Universitário, Morro do Cruzeiro, CEP 35400-000, Ouro Preto, Minas Gerais, Brazil.

The use of rubber septa for controlled release of semiochemicals has raised important discussions about their efficiency and environmental impact since they are composed of fossil raw material. The life cycle assessment (LCA) of the synthesis of a nanocomposite type calcium nanocarbonate/Kraft lignin (NC-CN-KL) obtained from CO capture aimed to quantify the environmental loads involved in the production process. The synthesis evaluated by the LCA was performed on a laboratory scale, since it is a synthetic route classified as technological readiness level 4 (TRL-4) and is in the study and development stage.

View Article and Find Full Text PDF

Quantum information processors benefit from high clock frequencies to fully harness quantum advantages before they are lost to decoherence. All-optical systems offer unique benefits due to their inherent 100-THz carrier frequency, enabling the development of THz-clock frequency processors. However, the bandwidth of quantum light sources and measurement devices has been limited to the MHz range, with nonclassical state generation rates in the kHz range.

View Article and Find Full Text PDF
Article Synopsis
  • Understanding the late-time training dynamics of quantum neural networks reveals they can be modeled by generalized Lotka-Volterra equations, indicating a significant transition in behavior at critical loss values.
  • This transition shifts dynamics from "frozen-kernel" to "frozen-error," showing a relationship between the quantum neural tangent kernel and total error.
  • The research presents a non-perturbative analytical theory, validated through experiments on IBM quantum devices, demonstrating that using a quadratic loss function enhances training speed compared to a linear one.
View Article and Find Full Text PDF

Hypovascular insulinoma with reduced microvessel density on histopathology: a case report.

Diabetol Int

October 2024

Department of Diabetes, Endocrinology and Metabolism and Department of Rheumatology and Clinical Immunology, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu, 501-1194 Japan.

Article Synopsis
  • A 41-year-old man suspected of having insulinoma underwent various imaging tests, revealing a hypovascular tumor in the pancreas, which was ultimately diagnosed as a Grade 1 PanNET following surgery and pathology.
  • The tumor's low microvessel density (MVD) of 3.9% contributed to inconclusive imaging results, highlighting the need for thorough preoperative evaluations in cases of hypovascular PanNETs to ensure accurate diagnosis and treatment.
View Article and Find Full Text PDF

Kinetic energy harvesting has significant potential, but current methods, such as friction and deformation-based systems, require high-frequency inputs and highly durable materials. We report an electrochemical system using a two-phase immiscible liquid electrolyte and Prussian blue analogue electrodes for harvesting low-frequency kinetic energy. This system converts translational kinetic energy from the displacement of electrodes between electrolyte phases into electrical energy, achieving a peak power of 6.

View Article and Find Full Text PDF

Locating the suitable large-scale solar farms in China's deserts with environmental considerations.

Sci Total Environ

December 2024

POWERCHINA Northwest Engineering Corporation Limited, Xian 710000, China.

Desert areas offer rich solar resources and low land use costs, ideal for large-scale new energy development. However, desert ecosystems are fragile, and large-scale photovoltaic (PV) power facilities pose ecological risks. Current assessments of PV plant sites in deserts lack consideration of wind-sand hazards and ecological impacts.

View Article and Find Full Text PDF

Background: The dynamic regional accuracy of electrical impedance tomography has not yet been validated. We aimed to compare the regional accuracy of electrical impedance tomography with that of four-dimensional computed tomography during dynamic ventilation.

Methods: This single-center, prospective, observational study conducted in a general intensive care unit included adult patients receiving mechanical ventilation from July 2021 to February 2024.

View Article and Find Full Text PDF

Automated segment-level coronary artery calcium scoring on non-contrast CT: a multi-task deep-learning approach.

Insights Imaging

October 2024

Department of Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany.

Article Synopsis
  • * Using data from 1514 patients, the model demonstrated a sensitivity of 73.2% and a high specificity of 97.8%, showing it could correctly identify calcium in coronary artery segments.
  • * The model's performance was comparable to human observers, indicating that this automated approach has strong potential for classifying coronary artery calcification efficiently.
View Article and Find Full Text PDF

Beyond Flexible: Unveiling the Next Era of Flexible Electronic Systems.

Adv Mater

December 2024

mmh Labs (DREAM), Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, 47906, USA.

Flexible electronics are integral in numerous domains such as wearables, healthcare, physiological monitoring, human-machine interface, and environmental sensing, owing to their inherent flexibility, stretchability, lightweight construction, and low profile. These systems seamlessly conform to curvilinear surfaces, including skin, organs, plants, robots, and marine species, facilitating optimal contact. This capability enables flexible electronic systems to enhance or even supplant the utilization of cumbersome instrumentation across a broad range of monitoring and actuation tasks.

View Article and Find Full Text PDF
Article Synopsis
  • The study aims to create a calibration technique to standardize echo times (TE) for using restriction spectrum imaging (RSI) as a biomarker for detecting significant prostate cancer.
  • Researchers analyzed data from 197 patients, with a focus on 97 diagnosed with clinically significant prostate cancer, to compare RSI measurements taken at different TE values.
  • Results showed that calibration significantly reduced errors in RSI measurements, improving sensitivity to 66% and specificity to 72% in classifying clinically significant prostate cancer.
View Article and Find Full Text PDF
Article Synopsis
  • Subcortical brain structures play a crucial role in various disorders, and a study analyzed the genetic basis of brain volumes in nearly 75,000 individuals of European ancestry, revealing 254 loci linked to these volumes.
  • The research identified significant gene expression in neural cells, relating to brain aging and signaling, and found that polygenic scores could predict brain volumes across different ancestries.
  • The study highlights genetic connections between brain volumes and conditions like Parkinson's disease and ADHD, suggesting specific gene expression patterns could be involved in neuropsychiatric disorders.
View Article and Find Full Text PDF
Article Synopsis
  • Standard information reporting is essential for consistent assay conditions and data, enabling easier comparisons between laboratories.
  • The publication presents the Minimum Information for Reporting on the TEER assay (MIRTA), a key method used to assess cell culture models and toxicity potential.
  • Developed through an international collaboration, the recommendations from the RespTox Collaborative aim to improve data transparency, reproducibility, and quality in both respiratory and other cell systems.
View Article and Find Full Text PDF

On 25-26 March 2023, the U.S. National Council on Radiation Protection and Measurements (NCRP) held its 2024 annual meeting in Bethesda, Maryland, USA.

View Article and Find Full Text PDF
Article Synopsis
  • A study validated a radiomics model that uses MRI imaging to differentiate between lipomas and atypical lipomatous tumors (ALTs), addressing challenges associated with traditional biopsy methods.
  • Three cohorts were analyzed: two for external validation from the US and UK and one for prospective validation from the Netherlands, utilizing automatic and interactive segmentation methods for tumor imaging.
  • The model demonstrated strong performance with area under the curve (AUC) scores ranging from 0.74 to 0.89, matching or exceeding the diagnostic abilities of expert radiologists.
View Article and Find Full Text PDF

The human nervous system inspires the next generation of sensory and communication systems for robotics, human-machine interfaces (HMIs), biomedical applications, and artificial intelligence. Neuromorphic approaches address processing challenges; however, the vast number of sensors and their large-scale distribution complicate analog data manipulation. Conventional digital multiplexers are limited by complex circuit architecture and high supply voltage.

View Article and Find Full Text PDF

Efficacy and Feasibility of Intradialytic Plantar Electrical Stimulation in Patients With Diabetes: A Randomized Double-Blind Controlled Trial.

Diabetes Care

December 2024

Center for Advanced Surgical & Interventional Technology (CASIT), Department of Surgery, David Geffen School of Medicine, University of California-Los Angeles (UCLA), Los Angeles, CA.

Objective: This study investigates the efficacy and feasibility of electrical stimulation (E-Stim) on sensory fibers of the plantar region during hemodialysis sessions, aiming to improve mobility in patients with diabetes by providing a connection between E-Stim and enhanced mobility with minimal patient effort required.

Research Design And Methods: Participants aged ≥18 years with diabetes undergoing hemodialysis and able to walk at least 10 m with or without aid were recruited and divided into an intervention group receiving 1-h intradialytic E-Stim three times a week and a control group using an identical nonfunctional device for 12 weeks. Gait, physical activity, patient-reported outcomes, and the technology acceptance model were assessed to evaluate the intervention's effectiveness and acceptance.

View Article and Find Full Text PDF

Utilisation of acid-tolerant bacteria for base metal recovery under strongly acidic conditions.

Extremophiles

September 2024

Division of Life Sciences and Bioengineering, Graduate School of Life and Environmental Sciences, University of Tsukuba, Tennodai 1-1-1, Tsukuba, Ibaraki, 305-8572, Japan.

Article Synopsis
  • Researchers are exploring hydrometallurgical bioprocesses for recycling e-waste, focusing on acid-tolerant bacteria for metal recovery in strongly acidic conditions (pH 1.5) without needing neutralization.
  • Four isolated acid-tolerant bacterial strains showed promising results in recovering various base metals from simulated leachate, including cobalt (Co), copper (Cu), lithium (Li), manganese (Mn), and nickel (Ni).
  • The study highlights the potential of using acid-tolerant bacteria in environmentally-friendly e-waste recycling, paving the way for innovative industrial applications that utilize these beneficial microorganisms.
View Article and Find Full Text PDF
Article Synopsis
  • Researchers studied strokes from 1990 to 2021 to understand how many people get them and how they are affected around the world.
  • In 2021, strokes caused about 7.3 million deaths and were a major cause of health problems, especially in specific regions like Southeast Asia and Oceania.
  • There are differences in stroke risks based on where people live and their age, and some areas actually saw more strokes happening since 2015.
View Article and Find Full Text PDF

Combustion visualization analysis of alternative fuels in the pulverized coal injection raceway through laminar flow reactor.

Heliyon

September 2024

School of Mechanical Engineering, Pusan Nat'l Univ., 2, Busandaehak-ro 63beon-gil, Geumjeong-gu, Busan, 46241, Republic of Korea.

Currently, the steelmaking process uses a pulverized coal injection (PCI) system that serves as the heat source and reductant for ironmaking (blast furnace and FINEX) where system uses expensive high-grade coal and high operating costs. Hydrogen steelmaking is currently being developed to achieve carbon-free operation. To achieve a soft-landing during this phase of rapid change, the use of biomass and inexpensive, thermal coal, and coke dust is necessary.

View Article and Find Full Text PDF

Aiming at the problem that an Interior Permanent Magnet Synchronous Motor (IPMSM) cannot be smoothly started in zero-low speed range and smoothly transitioned to medium-high speed range by a single observer. This paper proposes a full-speed range control algorithm based on the fusion of pulsating high-frequency injection and back electromotive force (EMF) position error information. In the low-speed range or at start-up, a square-wave high-frequency signal is injected, and the obtained high-frequency current signal is processed to obtain the rotor position error information.

View Article and Find Full Text PDF