Publications by authors named "Y-L Huang"

Purpose To develop and evaluate the performance of NNFit, a self-supervised deep-learning method for quantification of high-resolution short echo-time (TE) echo-planar spectroscopic imaging (EPSI) datasets, with the goal of addressing the computational bottleneck of conventional spectral quantification methods in the clinical workflow. Materials and Methods This retrospective study included 89 short-TE whole-brain EPSI/GRAPPA scans from clinical trials for glioblastoma (Trial 1, May 2014-October 2018) and major-depressive-disorder (Trial 2, 2022- 2023). The training dataset included 685k spectra from 20 participants (60 scans) in Trial 1.

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Background And Purpose: In this study, we aimed to develop and validate a novel nomogram model for predicting 90-day non-favorable clinical outcomes in patients with acute vertebrobasilar artery occlusion after endovascular treatment by integrating clinical and MRI features.

Materials And Methods: This multicenter retrospective study analyzed data from 181 patients with vertebrobasilar artery occlusion eligible for endovascular treatment from two Chinese stroke centers. We developed a predictive model for non-favorable clinical outcomes (modified Rankin Scale score >3) using the data of 125 patients from Stroke Center A (2019-2023).

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Background & Aims: Body composition is an objective assessment reflecting nutritional status and is highly gender different. Surgical resection, the standard treatment for early-stage hepatocellular carcinoma (HCC), is an energy-consuming major operation that would affect body composition. However, the impacts of body composition on the post-operative prognosis of HCC are still uncertain.

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Tearing of the subscapularis tendon is a common shoulder injury that typically requires arthroscopic repair. The suture-passing device is a standard tool for repairing the subscapularis tendon. However, it poses the risk of device breakage and may cause additional damage to the tendon.

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Article Synopsis
  • The study examines how generative artificial intelligence (GAI) is being regulated in ophthalmology journals, highlighting a lack of standardized guidelines.
  • Approximately 69% of the 140 journals reviewed provide explicit guidance on GAI usage, emphasizing the role of human authors and requiring disclosure of GAI involvement.
  • Despite general agreement among journals on certain ethical considerations, differences in GAI use and disclosure practices suggest a need for more uniform guidelines.
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KRAS is an important oncogenic driver which is mutated in numerous cancers. Recent advances in the selective targeting of KRAS mutants via small molecule inhibitors and targeted protein degraders have generated an increase in research activity in this area in recent years. As such, there is a need for new assay platforms to profile next generation inhibitors which improve on the potency and selectivity of existing drug candidates, while evading the emergence of resistance.

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Objectives: To describe clinical outcomes and pearls for patients with gestational trophoblastic neoplasm (GTN).

Methods: Patients with GTN treated at a referral center from 1/2006 to 12/2022 were included. Clinical characteristics, World Health Organization risk score (low-risk 0-6, high-risk ≥7), and treatments/outcomes were evaluated using summary statistics, stratified by initial treatment at a referral center versus locally.

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Purpose: To explore the potential of growth hormone-releasing peptide 2 (GHRP-2) for tendon-bone healing in a rat rotator cuff tear (RCT) model.

Methods: The impact of GHRP-2 on M1 macrophage polarization in vitro was determined using real-time polymerase chain reaction, Western blot, and immunofluorescence staining. GHRP-2 was then applied in a rat RCT model, and the healing of the tendon-bone interface was systemically evaluated by histologic staining, radiologic assessments, gait analysis, and biomechanical tests.

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Purpose To evaluate the performance of a high-dynamic-range quantitative susceptibility mapping (HDR-QSM) cardiac MRI technique to detect intramyocardial hemorrhage (IMH) and quantify iron content using phantom and canine models. Materials and Methods A free-running whole-heart HDR-QSM technique for IMH assessment was developed and evaluated in calibrated iron phantoms and 14 IMH female canine models. IMH detection and iron content quantification performance of this technique was compared with the conventional iron imaging approaches, R2*(1/T2*) maps, using measurements from ex vivo imaging as the reference standard.

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Background And Objectives: Randomized trials have proven the benefit of endovascular therapy (EVT) for acute large ischemic stroke. This study was to characterize the effect of time to treatment on benefit of EVT vs medical management (MM) among patients with large ischemic stroke.

Methods: This was a post hoc analysis of the Endovascular Therapy in Acute Anterior Circulation Large Vessel Occlusive Patients with a Large Infarct Core randomized trial.

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High-internal-phase water-in-oil (W/O) emulsions generated in situ have garnered considerable attention as novel profile control systems. However, conventional emulsifiers are unreactive and poorly dispersed in water, necessitating large dosages and resulting in poor injectivity. In this study, we synthesized amphiphilic nanoparticles (SiO-NH-DAC NPs) containing amine and long-chain alkyl groups using a one-pot method and investigated the stabilized emulsion properties.

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Rationale And Objectives: The escalating incidence of placental accreta spectrum (PAS), a pregnancy complication, underscores the need for accurate prenatal diagnosis to guide optimal management strategies. This study aims to develop, validate, and compare various prenatal PAS prediction models integrating clinical data, MRI signs, and radiomics signatures.

Materials And Methods: A cohort comprising 111 patients (72 with PAS and 39 without, denoted as N-PAS) served as the training set, while another 47 patients (33 PAS and 14 N-PAS) constituted the validation set.

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Article Synopsis
  • - Preeclampsia is a pregnancy-related condition with unclear causes, and the protein irisin, linked to exercise, may play a role in its development and the health of the placenta.
  • - Research shows that pregnant individuals with preeclampsia have lower irisin levels, which appear early and correlate with other health indicators like blood pressure and protein levels.
  • - Increasing irisin levels in lab studies improved certain functions of trophoblast cells (which support embryo development), while lower levels led to symptoms similar to preeclampsia in animal models.
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  • * The huR83C mouse model replicates the disease phenotype and has been used to test the effectiveness of BEAM-301, a treatment that utilizes lipid nanoparticles and adenine base editing to correct the harmful G6PC1-R83C variant.
  • * BEAM-301 has shown the ability to correct about 60% of the variant in liver cells, restore blood sugar control, improve overall health, and increase survival rates in mice, indicating its potential as a therapeutic option for patients with this specific genetic mutation
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  • Pulmonary fibrosis involves immune cell activity and fibroblast expansion, with CCR2+ monocytes playing a key role in its progression.
  • In mouse models, both an oral CCR2 inhibitor and the antifibrotic drug nintedanib reduced lung CCR2+ cells and fibrosis, indicating potential for using CCR2 inhibition as a treatment strategy.
  • CCR2-PET imaging could serve as a valuable tool for monitoring treatment responses and guiding patient management in pulmonary fibrosis.
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Background: Gallbladder cancer (GBC) was once considered a contraindication for laparoscopic surgery, but it is becoming more common to use laparoscopic surgery for GBC treatment. The aim of this study was to analyze the long- and short-term outcomes of patients with more advanced T-staged GBC treated with curative intent as defined by the National Comprehensive Cancer Network (NCCN) after laparoscopic resection (LR) versus open resection (OR).

Methods: A multicenter database was used to select consecutive GBC patients treated with curative-intent resection as defined by the NCCN between 2016 and 2020.

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Alpha oscillations are associated with various psychiatric disorders, with many studies focusing on the prefrontal cortex, where transcranial alternating current stimulation (TACS) is applied in the alpha frequency band. This approach often involves selecting individualized alpha frequencies to resonate with their endogenous alpha oscillations. While strong alpha oscillations (8-13 Hz) are typically induced when the eyes are closed, they can also occur during the resting state with eyes open.

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Background: Non-invasive measurement of liver stiffness (LS), traditionally performed in the supine position, has been established to assess liver fibrosis. However, fibrosis degree is not the sole determinant of LS, necessitating the identification of relevant confounders. One often-overlooked factor is body posture, and it remains unclear whether normal daily postures interfere with LS irrespective of fibrosis.

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  • - This clinical trial compared the safety and effectiveness of an inhaled COVID-19 vaccine (Ad5-nCoV-IH) against an intramuscular vaccine (BNT-IM) in 540 vaccinated adults in Malaysia from September 2022 to May 2023.
  • - While Ad5-nCoV-IH exhibited lower immunogenicity (with a GMC ratio of 0.22) compared to BNT-IM, it resulted in fewer adverse drug reactions (39.26% vs. 64.68%) and no serious side effects were documented.
  • - Both vaccines demonstrated similar efficacy against COVID-19 variants, but the study concluded that Ad5-nCoV-IH did not meet the non
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Rationale And Objectives: Accurate prediction of microvascular invasion (MVI) in hepatocellular carcinoma (HCC) is crucial for guiding treatment. This study evaluates and compares the performance of clinicoradiologic, traditional radiomics, deep-learning radiomics, feature fusion, and decision fusion models based on multi-region MR habitat imaging using six machine-learning classifiers.

Materials And Methods: We retrospectively included 300 HCC patients.

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: The aim of this study was to prepare monoclonal antibodies (mAbs) that broadly target and protect against infection by multi-drug-resistant (MDR) from different sources. : mAb 8E6 and mAb 1B5 were prepared by sequentially immunizing mice with a sublethal inoculation of three heterogeneous serotypes of pan-drug-resistant (PDR) , ST-208, ST-195, and ST-229. : The cross-recognition of heterogeneous bacteria (n = 13) by two mAbs and potential targets was verified, and the in vitro antibacterial efficacy of mAbs was assessed.

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  • A study evaluated an AI model's ability to detect prostate cancer in scans done at different institutions, focusing on biparametric MRI (bpMRI) scans from both an external and an in-house setup.
  • This research included 201 male patients and showed that the AI detected a greater percentage of lesions on in-house scans compared to external ones (56.0% vs. 39.7% for intraprostatic lesions and 79% vs. 61% for clinically significant prostate cancer).
  • Factors that improved the AI's detection rates included higher PI-RADS scores, larger lesion sizes, and better quality of diffusion-weighted MRI images.
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Gastric cancer is a malignant tumor that ranks third in cancer-related deaths worldwide. Early-stage gastric cancer can often be effectively managed through surgical resection. However, the majority of cases are diagnosed in advanced stages, where outcomes with conventional radiotherapy and chemotherapy remain unsatisfactory.

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  • The study aimed to explore how growth differentiation factor 9 (GDF9) affects androgen production in theca cells, which are related to ovarian function.
  • Researchers treated cultured human theca cells with GDF9, an ALK5 inhibitor, and a SMAD4 agonist to observe changes in gene expression related to androgen synthesis and related signaling pathways.
  • The results showed that GDF9 reduced the expression of key genes involved in androgen production and activated specific signaling pathways, indicating its role in suppressing androgen production in these cells.
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  • The research focuses on improving the diagnosis of subscapularis muscle injuries using artificial intelligence and magnetic resonance imaging (MRI) techniques, recognizing that these injuries are more common than previously thought.
  • It involves a multicenter study with 384 patients, utilizing various MRI sequences to analyze the shoulder joint for accurate identification of injuries, employing advanced radiomic analysis for enhanced diagnostic precision.
  • The ultimate goal is to refine preoperative assessments to potentially improve surgical outcomes and patient care in treating rotator cuff injuries.
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