Publications by authors named "Mengyang Lu"

Purpose: This study investigated factors associated with improved seizure control in adults with epilepsy following a modified Atkins diet (MAD).

Methods: Follow-up data collected from participants enrolled in a prospective study between March 2016 and November 2023 was analyzed. Demographic and clinical differences between diet responders and non-responders were evaluated.

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Objective: Photoacoustic imaging (PAI) is a promising transcranial imaging technique. However, the distortion of photoacoustic signals induced by the skull significantly influences its imaging quality. We aimed to use deep learning for removing artifacts in PAI.

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Article Synopsis
  • - The study aims to enhance the quality of images produced by optical-resolution photoacoustic microscopy (OR-PAM), which is often limited by a trade-off between spatial resolution and imaging speed when diagnosing bone diseases.
  • - Researchers developed a new model called Photoacoustic Dense Attention U-Net (PADA U-Net) that reconstructs full images from under-sampled data, addressing the spatial-temporal limitations of OR-PAM.
  • - Validation tests showed that PADA U-Net significantly improved image quality metrics compared to traditional methods, indicating its potential to aid in the early diagnosis and treatment of bone diseases.
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The integration of catalytic oxidation with forward osmosis (FO) holds promising potential to address two crucial challenges encountered by FO: fouling and unsustainable performance, but suitable approaches are still rare. Herein, we have successfully developed a photocatalysis-assisted forward osmosis (PFO) system. In the PFO, a self-made porous carbon nitride doped functional carbon nanotube photocatalytic hydrogel film (PCN@CNTM) was engaged in the FO process in an inventive way by simply sticking to the commercial FO membrane surface, preventing damage to the membrane from the catalyst's direct insertion and delaying the assault from the oxidation groups.

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Cardiovascular disease (CVD) risk factors in children have increased in prevalence. Dietary intake may modify risk. Data collected during a randomized trial testing the effect of a behavioral intervention on adiposity, blood pressure (BP), and left ventricular mass index (LVMI) were analyzed using multivariable regression to determine independent associations of sodium, sugar-sweetened beverage (SSB), and artificially sweetened beverage (ASB) intake with outcomes.

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Achieving efficient recovery and direct utilization of phosphorus as one of the important components of the green economy is a huge challenge. Herein, we innovatively constructed a coupling adsorption-photocatalytic (CAP) process using synthetic dual-functional Mg-modified carbon nitride (CN-MgO). The CAP could utilize the recovered phosphorus from wastewater to promote the in-situ degradation of refractory organic pollutants via CN-MgO, where its phosphorus adsorption capacity and photocatalytic activity were significantly and synergistically increased.

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Ferroptosis is one of the programmed modes of cell death that has attracted widespread attention recently and is capable of influencing the developmental course and prognosis of many tumors. Glioma is one of the most common primary tumors of the central nervous system, but effective treatment options are very limited. Ferroptosis plays a critical role in the glioma progression, affecting tumor cell proliferation, angiogenesis, tumor necrosis, and shaping the immune-resistant tumor microenvironment.

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Photoacoustic tomography (PAT) is an emerging biomedical imaging technology that can realize high contrast imaging with a penetration depth of the acoustic. Recently, deep learning (DL) methods have also been successfully applied to PAT for improving the image reconstruction quality. However, the current DL-based PAT methods are implemented by the supervised learning strategy, and the imaging performance is dependent on the available ground-truth data.

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Modulating the emission wavelengths of materials has always been a primary focus of fluorescence technology. Nanocrystals (NCs) doped with lanthanide ions with rich energy levels can produce a variety of emissions at different excitation wavelengths. However, the control of multimodal emissions of these ions has remained a challenge.

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Melodic intonation therapy (MIT) positively impacts the speech function of patients suffering from aphasia and strokes. Fixed-pitch melodies and phrases formulated in MIT provide the key to the target language to open the language pathway. This randomized controlled trial compared the effects of music therapy-based MIT and speech therapy on patients with non-fluent aphasia.

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Article Synopsis
  • An anaerobic forward osmosis membrane bioreactor (AnOMBR) offers low energy use and high-quality effluent for wastewater treatment, but struggles with membrane fouling which reduces water flow and membrane lifespan.
  • The study introduces an electro-assisted version, AnOMEBR, which uses a conductive membrane to both filter and reduce fouling, resulting in lower levels of soluble microbial products and proteins/polysaccharides compared to the original AnOMBR.
  • Findings show that AnOMEBR achieves almost 1.5 times the wastewater treatment capacity and a significantly lower rate of flux decline, demonstrating its potential as an effective solution for membrane fouling in wastewater management.
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By localizing microbubbles (MBs) in the vasculature, ultrasound localization microscopy (ULM) has recently been proposed, which greatly improves the spatial resolution of ultrasound (US) imaging and will be helpful for clinical diagnosis. Nevertheless, several challenges remain in fast ULM imaging. The main problems are that current localization methods used to implement fast ULM imaging, e.

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