Zehao Niu
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View article: Neighborhood Sampling Does Not Learn the Same Graph Neural Network
Neighborhood Sampling Does Not Learn the Same Graph Neural Network Open
Neighborhood sampling is an important ingredient in the training of large-scale graph neural networks. It suppresses the exponential growth of the neighborhood size across network layers and maintains feasible memory consumption and time c…
View article: Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning
Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning Open
Gaussian processes (GPs) are an attractive class of machine learning models because of their simplicity and flexibility as building blocks of more complex Bayesian models. Meanwhile, graph neural networks (GNNs) emerged recently as a promi…
View article: An All-Nanofiber Wearable Humidity Sensor with High Sensitivity, Fast Response and Good Anti-Interference Ability for Non-Invasive Sleep Monitoring and Non-Contact Sensing
An All-Nanofiber Wearable Humidity Sensor with High Sensitivity, Fast Response and Good Anti-Interference Ability for Non-Invasive Sleep Monitoring and Non-Contact Sensing Open
View article: Ferroptosis-related lncRNA signature predicts prognosis and immunotherapy efficacy in cutaneous melanoma
Ferroptosis-related lncRNA signature predicts prognosis and immunotherapy efficacy in cutaneous melanoma Open
Purpose Ferroptosis-related lncRNAs are promising biomarkers for predicting the prognosis of many cancers. However, a ferroptosis-related signature to predict the prognosis of cutaneous melanoma (CM) has not been identified. The purpose of…
View article: A Novel Pyroptotic and Inflammatory Gene Signature Predicts the Prognosis of Cutaneous Melanoma and the Effect of Anticancer Therapies
A Novel Pyroptotic and Inflammatory Gene Signature Predicts the Prognosis of Cutaneous Melanoma and the Effect of Anticancer Therapies Open
Purpose The purpose of this study was to construct a gene signature comprising genes related to both inflammation and pyroptosis (GRIPs) to predict the prognosis of patients with cutaneous melanoma patients and the efficacy of immunotherap…
View article: Development and Validation of a Novel Survival Model for Cutaneous Melanoma Based on Necroptosis-Related Genes
Development and Validation of a Novel Survival Model for Cutaneous Melanoma Based on Necroptosis-Related Genes Open
Background Necroptosis is crucial for organismal development and pathogenesis. To date, the role of necroptosis in skin cutaneous melanoma (SKCM) is yet unveiled. In addition, the part of melanin pigmentation was largely neglected in the b…
View article: Ferroptosis-Related lncRNA Signature Predicts Prognosis and Immunotherapy Efficacy in Cutaneous Melanoma
Ferroptosis-Related lncRNA Signature Predicts Prognosis and Immunotherapy Efficacy in Cutaneous Melanoma Open
Ferroptosis-related lncRNAs are promising biomarkers for predicting the prognosis of many cancers. However, a ferroptosis-related signature to predict the prognosis of cutaneous melanoma (CM) has not been identified. The purpose of our stu…
View article: Silencing FYVE, RhoGEF, and PH domain containing 1 (FGD1) suppresses melanoma progression by inhibiting PI3K/AKT signaling pathway
Silencing FYVE, RhoGEF, and PH domain containing 1 (FGD1) suppresses melanoma progression by inhibiting PI3K/AKT signaling pathway Open
Cutaneous melanoma is the leading cause of death among skin cancers despite the availability of diverse treatments. FGD1 plays an important role in multiple cancers, but how it works in cutaneous melanoma has not been illustrated. Thus, th…
View article: 3D-printed models improve surgical planning for correction of severe postburn ankle contracture with an external fixator
3D-printed models improve surgical planning for correction of severe postburn ankle contracture with an external fixator Open
Gradual distraction with an external fixator is a widely used treatment for severe postburn ankle contracture (SPAC). However, application of external fixators is complex, and conventional two-dimensional (2D) imaging-based surgical planni…
View article: Construction and validation of a novel pyroptosis-related signature to predict prognosis in patients with cutaneous melanoma
Construction and validation of a novel pyroptosis-related signature to predict prognosis in patients with cutaneous melanoma Open
Skin cutaneous melanoma (SKCM) is one of the most malignant skin cancers and remains a health concern worldwide. Pyroptosis is a newly recognized form of programmed cell death and plays a vital role in cancer progression. We aim to constr…
View article: Complications Following Facial Thread-Lifting
Complications Following Facial Thread-Lifting Open
Background: Facial thread-lifting (FTL) is a minimally invasive facial rejuvenation technique. However, to date, no study has focused on the treatment of complications associated with FTL. The purpose of this study was to report on clinica…
View article: 3D Printed Models Improve Surgical Planning for Correction of Severe Postburn Ankle Contracture With External Fixator
3D Printed Models Improve Surgical Planning for Correction of Severe Postburn Ankle Contracture With External Fixator Open
Background : Gradual distraction with external fixators such as Ilizarov frame has been widely used for the treatment of severe postburn ankle contracture (PAC). However, the application of external fixator is complex and conventional surg…