Publications by authors named "Zhiping Liang"

Objective: Lymphovascular invasion (LVI) is critical for the effective treatment and prognosis of breast cancer (BC). This study aimed to investigate the value of eight machine learning models based on MRI radiomic features for the preoperative prediction of LVI status in BC.

Methods: A total of 454 patients with BC with known LVI status who underwent breast MRI were enrolled and randomly assigned to the training and validation sets at a ratio of 7:3.

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The construction of two-dimensional (2D) van der Waals (vdW) heterostructures over black phosphorus (BP) has been attracting significant attention to better utilize its inherent properties. The sandwich of zero-dimensional (0D) noble metals within BP-based vdW heterostructures can provide efficient catalytic channels, modulating their surface redox potentials and therefore inducing versatile functionalities. Herein, we realize a 2D WS-Au-BP heterostructure, in which Au nanoparticles are connected between BP and WS via ionic bonds.

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Article Synopsis
  • The study aimed to create and validate a deep learning model using CT scans to distinguish between bone islands and osteoblastic bone metastases in patients with sclerosing bone lesions.
  • A total of 2,111 SBLs from 728 patients were analyzed, with the 2.5D model (using three CT slices) outperforming the 2D model in diagnostic accuracy, achieving AUC values of 0.996, 0.958, and 0.952 across various validation datasets.
  • The findings suggest that the 2.5D DL model could improve clinical decision-making by providing more accurate predictions of osteoblastic bone metastases compared to traditional imaging methods.
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Article Synopsis
  • - The study aims to create and validate an AI system for diagnosing vertebral compression fractures (VCFs) using X-ray images from nearly 1900 patients at multiple hospitals.
  • - A deep learning model based on the ResNet-18 architecture was tested, showing diagnostic accuracy ranging from 0.757 to 0.850 across various test groups, outperforming radiologists with less expertise.
  • - The results suggest that this AI diagnostic tool could significantly enhance the detection of VCFs in community hospitals, providing a reliable resource for healthcare professionals.
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The high-grade C products from CO photoreduction are limited by the kinetic bottleneck. Herein, a multifunctional Au/hydroxide interface was put forward to improve the C-C coupling. As a prototype, the synthesized Au/ZnSn(OH) tuned the CO generation and afforded about 50% electrons toward CH selectivity.

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Phosphorene nanoribbons (PNRs) combine the flexibility of one-dimensional (1D) nanomaterials with the large specific surface area and the edge and electron confinement effects of two-dimensional (2D) nanomaterials. In spite of the substantial advances in bulk black phosphorus (BP) manufacturing, achieving PNRs without degradation is still a big challenge. In this work, we present a strategy for the space-confined chemical vapor transport synthesis of quasi-one-dimensional surface-passivated monocrystalline PNRs on a silicon substrate.

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Rationale And Objectives: Lymphovascular invasion (LVI) plays an important role in the prediction of metastasis and prognosis in breast cancer (BC) patients. The present study assessed correlations between preoperative breast MRI, clinical features, and LVI in patients with invasive ductal carcinoma (IDC) and identified risk factors based on these correlation factors.

Materials And Methods: Patients confirmed with IDC between 01/2012 and 12/2021 were retrospectively reviewed at our hospital.

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Realizing efficient detection of ultra-low concentrations of hazardous gases contributes to air pollution monitoring, ecosystem and human health protection. Herein, we firstly fabricated the nanoflower-like WO/WS composites by a facile process to highly sensitively detect NO at room temperature. The WO content in the WO/WS composites can be adjusted by altering the calcination temperature, and the WO nanoparticles disperse uniformly on the WS surface, forming the WO/WS heterojunction.

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Background: Atypical meningiomas (AM) are WHO grade II tumors with high heterogeneity and invasiveness, which are unique in their clinical presentation, imaging, pathology, treatment, and prognosis. In 2016, the diagnosis of AM remodified by the classification of central nervous system tumors of World Health Organization (WHO). In order to further analyze the diagnosis and treatment characteristics of AM, the clinical diagnosis, surgery treatment and follow-up data of 6 patients with AM in our hospital from January 2016 to December 2019 were analyzed retrospectively.

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Purpose: We developed and validated a CT-based radiomics nomogram to predict status in patients with adenocarcinoma of esophagogastric junction (AEG).

Method: A total of 101 patients with -positive (n=46) and -negative (n=55) esophagogastric junction adenocarcinoma (AEG) were retrospectively analyzed. They were then randomly divided into a training cohort (n=70) and a verification cohort (n=31).

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Objectives: To assess the diagnostic accuracy of diffusion-weighted imaging (DWI) in predicting the malignant potential in patients with intraductal papillary mucinous neoplasms (IPMNs) of the pancreas.

Methods: A systematic search of articles investigating the diagnostic performance of DWI for prediction of malignant potential in IPMNs was conducted from PubMed, Embase, and Web of Science from January 1997 to 10 February 2020. QUADAS-2 tool was used to evaluate the study quality.

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Background: To determine the related imaging findings and risk factors to refracture of the cemented vertebrae after percutaneous vertebroplasty (PVP) treatment.

Methods: Patients who were treated with PVP for single vertebral compression fractures (VCFs) and met this study's inclusion criteria were retrospectively reviewed from January 2012 to January 2019. The follow-up period was at least 2 years.

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Peritoneal metastasis predicts poor prognosis of gastric cancer (GC) patients, and the underlying mechanisms are poorly understood. The 2-DIGE, MALDI-TOF/TOF MS and single-cell transcriptome were used to detect differentially expressed proteins among normal gastric mucosa, primary GC and peritoneal metastatic tissues. Lentiviruses carrying shRNA and transcription activator-like effector nuclease technology were used to knock down myosin heavy chain 9 (MYH9) expression in GC cell lines.

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Article Synopsis
  • Whole-lesion ADC histogram analysis is emerging as a promising tool for distinguishing between benign and malignant breast lesions, but it isn't widely used yet in clinical settings.
  • A meta-analysis of five studies with 493 patients found the pooled sensitivity to be 85% and specificity 79% for this analysis method, demonstrating its effectiveness in diagnosis.
  • The study concludes that while ADC histogram analysis shows good diagnostic performance, further research is needed to confirm these findings due to the limited number of studies considered.
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Gliomas are highly malignant tumors, the most common of which are astrocytomas. A growing number of studies suggest that dysregulation of miRNAs is a frequent event contributing to the pathogenesis of gliomas. In this study, we found that over-expression of miR-132 inhibited cell proliferation and migration and triggered apoptosis, while knockdown of miR-132 showed opposite effects.

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The bed nucleus of the stria terminalis (BNST), a nucleus defined as part of the extended amygdala, is involved in the expression of anxiety disorders. However, the regulatory mechanisms of BNST inhibitory activity that is involved in anxiety are unknown. Here, we showed that blocking neuregulin 1 (NRG1)-ErbB4 signaling in the BNST of mice, by either neutralizing endogenous NRG1 with ecto-Erbb4 or antagonizing the ErbB4 receptor with its specific inhibitor, produced anxiogenic responses.

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Background: Deep vein thrombosis (DVT) is prone to occur in the recovery of critically ill neurosurgical patients, increasing economic and psychological pressure, and even endangering life. Plan-Do-Check-Action (PDCA) cycle is a kind of quality management cycle procedure, which can help DVT treatment correctly understand the cause of disease and take effective preventive and nursing measures. The air wave pressure therapy instrument takes pressure therapy as the core, forming circulating pressure on limbs and tissues, promoting the flow of blood and lymph, improving the effect of microcirculation, accelerating the return of limb tissue fluid, and preventing thrombosis and limb edema.

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There are limited treatment options for cartilage defects in clinical practice because of the lack of suitable biomaterials. Here, we evaluated the effects of collagen type II sponge on the articular cartilage repairing process using a cartilage injury of a rabbit knee joint model. We showed that the home-made collagen type II sponges appeared to have a suitable pore size of 93.

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Background & Objective: Combined therapy has been advocated for modern tumor treatment; the combined target therapy is a valuable research direction. Based on the previous research of nasopharyngeal carcinoma (NPC) radioimmunotherapy, this experiment was designed to develop two immunoconjugates of the monoclonal antibody BAC(5):PYM-BAC(5) and (131)I-BAC(5), and to assess the inhibition effects of their combined treatment on the NPC CNE-2 cells cultured in vitro.

Methods: Dextran T40 was used as media to link PYM and BAC(5).

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