Explanipedia

Development of a radiomics-3D deep learning fusion model for prognostic prediction in pancreatic cancer Open

Zheng Dou, Chenghao Lu, Xinan Shen, Chenqi Gu, Yuntian Shen , et al. · 2025

Objective With pancreatic cancer’s dismal prognosis, developing accurate predictive tools is crucial for personalized treatment. This study aims to develop and evaluate a radiomics-3D deep learning fusion model to enhance survival predicti…

Suicide risk, psychopathology and cognitive impairments in schizophrenia with insomnia: a large-scale cross-sectional study Open

Chenghao Lu, Dan Qi, Yu-Qi Ping, Chuhao Zhang, Shuzhe Wang , et al. · 2025

The development of a multimodal prediction model based on CT and MRI for the prognosis of pancreatic cancer Open

Zheng Dou, Jiaxi Lin, Chenghao Lu, Xiaoting Ma, Ruyue Zhang , et al. · 2025

A multi-modal model using radiomics based on clinical tabular data and contrast-enhanced CT and MRI was developed by RSF, presenting strengths in predicting prognosis in pancreatic cancer patients.

Weed instance segmentation from UAV Orthomosaic Images based on Deep Learning Open

Chenghao Lu, Klaus Gehring, Stefan Kopfinger, Heinz Bernhardt, Michael A. Beck , et al. · 2025

Weeds significantly impact agricultural production, and traditional weed control methods often harm soil health and environment. This study aimed to develop deep learning-based segmentation models in identifying weeds in potato fields capt…

Efficacy and Feasibility of Preoperative Autologous Blood Donation in Elective On-pump Cardiac Surgeries: A Propensity-score Matching Study Open

Yanyi Liu, Sheng Liu, Xin Li, Chenghao Lu, Feng Li · 2025

Objective: The global shortage of blood resources has become a significant concern. This study aimed to assess the effects and feasibility of preoperative autologous blood donation (PABD) in elective on-pump cardiac surgeries. Methods: Thi…

From Spectral Characteristics to Index Bands: Utilizing UAV Hyperspectral Index Optimization on Algorithms for Estimating Canopy Nitrogen Concentration in Carya Cathayensis Sarg Open

Hailin Feng, Tong Zhou, Ketao Wang, Jianqin Huang, Hao Liang , et al. · 2024

Employing drones and hyperspectral imagers for large-scale, precise evaluation of nitrogen (N) concentration in Carya cathayensis Sarg canopies is crucial for accurately managing nitrogen fertilization in C. cathayensis Sarg cultivation. T…

The development and validation of automated machine learning models for predicting lymph node metastasis in Siewert type II T1 adenocarcinoma of the esophagogastric junction Open

Chenghao Lu, Lu Liu, Minyue Yin, Jiaxi Lin, Shiqi Zhu , et al. · 2024

Background Lymph node metastasis (LNM) is considered an essential prognosis factor for adenocarcinoma of the esophagogastric junction (AEG), which also affects the treatment strategies of AEG. We aimed to evaluate automated machine learnin…

Synthesis and Characterization of DOPO-Containing Poly(2,6-dimethyl-1,4-phenylene oxide)s by Oxidative Coupling Polymerization Open

Chenghao Lu, Chi Chang, Yu-Chen Huang, Jun-Xiang You, Mong Liang · 2024

A set of polyphenylene oxides incorporating DOPO (9,10-dihydro-9-oxa-10-phosphaphenanthrene-10-oxide) functionality, denoted as DOPO−R−PPO, was synthesized by copolymerization of 2,6-dimethylphenol (2,6-DMP) with various DOPO-substituted t…

Maize plant detection using UAV-based RGB imaging and YOLOv5 Open

Chenghao Lu, Emmanuel Nnadozie, Moritz Camenzind, Yuncai Hu, Kang Yu · 2024

In recent years, computer vision (CV) has made enormous progress and is providing great possibilities in analyzing images for object detection, especially with the application of machine learning (ML). Unmanned Aerial Vehicle (UAV) based h…

A New Graph Theory to Unravel the Bulk-Boundary Correspondence of Graphene Nanoribbons Open

Chenghao Lu, Elise Y. Li · 2024

Weed Instance Segmentation from Uav Orthomosaic Images Based on Deep Learning Open

Chenghao Lu, Klaus Gehring, Stefan Kopfinger, Heinz Bernhardt, Michael A. Beck , et al. · 2024

Spaceborne Altimeter Calibration System With Calibration Satellites Open

Chenghao Lu, Taoli Yang, Boxiang Zhang, Hanwen Yu · 2024

Spaceborne altimeters are indispensable tools in the aerospace and Earth science fields, and ensuring their accuracy is paramount. However, their accuracy is affected by various factors, including systematic and atmospheric attenuations. T…

Enhancing Canopy Nitrogen Estimation in Torreya Grandis Based on Advanced Slic-Evi and Hmt-Secnn Methods Using Hyperspectral Uav Data Open

Liuchang Xu, Xinyuan Su, Ketao Wang, Tong Zhou, Chenghao Lu , et al. · 2024

EquiScore: A generic protein-ligand interaction scoring method integrating physical prior knowledge with data augmentation modeling Open

Duanhua Cao, Geng Chen, Jiaxin Jiang, Jie Yu, Runze Zhang , et al. · 2023

Developing robust methods for evaluating protein-ligand interactions has been a long-standing problem. Here, we propose a novel approach called EquiScore, which utilizes an equivariant heterogeneous graph neural network to integrate physic…

An Improved Reptile Search Algorithm with Ghost Opposition-based Learning for Global Optimization Problems Open

Heming Jia, Chenghao Lu, Di Wu, Changsheng Wen, Honghua Rao , et al. · 2023

In 2021, a meta-heuristic algorithm, Reptile Search Algorithm (RSA), was proposed. RSA mainly simulates the cooperative predatory behavior of crocodiles. Although RSA has a fast convergence speed, due to the influence of the crocodile pred…

Dynamic modeling and analysis of the 3-PRS power head based on the screw theory and rigid multipoint constraints Open

Yi‐Wei Ma, Yanling Tian, X. Liu, Chenghao Lu · 2023

Dynamic Student Data Management Using Resource Optimization Technology in Higher Education Platforms Open

Chenghao Lu, Omer Saeed · 2023

This study combines intelligent resource optimization technology to build a dynamic student data management model and suggests a fuzzy hierarchical network representation model based on isomorphism and homogeneity in order to increase the …

Histamine H1 receptor antagonist attenuates catecholamine surge and organ injury after severe burns Open

Jizhuang Wang, Chenghao Lu, Xinying Liu, Gai Zhang, Jie Zhang , et al. · 2023

Severe burns induce a catecholamine surge, causing severe damage to the organism and raising the possibility of multisystem organ failure. Few strategies are generally acceptable to reduce catecholamine surge and organ injury post-burn. We…

A 3d-2dcnn-Ca Approach for Enhanced Classification of Hickory Tree Species Using Uav Hyperspectral Data Open

Liuchang Xu, Chenghao Lu, Tong Zhou, Jian Wu, Hailin Feng · 2023

A 3d-2dcnn-Ca Approach for Enhanced Classification of Hickory Tree Species Using Uav Hyperspectral Data Open

Liuchang Xu, Chenghao Lu, Tong Zhou, Jian Wu, Hailin Feng · 2023

Limit-protection Method for Workspace of a Parallel Power Head Open

Yanbing Ni, Wenliang Lu, Shilei Jia, Chenghao Lu, Ling Zhang , et al. · 2022

The position and pose of the end of 1T2R mechanism with one translational motion and two rotational degrees of freedom in the operation space is the nonlinear mapping of the servo motor action in the joint space, and the postures and state…

Lactylation of PKM2 Suppresses Inflammatory Metabolic Adaptation in Pro-inflammatory Macrophages Open

Jizhuang Wang, Peilang Yang, Tianyi Yu, Min Gao, Dan Liu , et al. · 2022

Emerging evidence suggests that metabolic adaptation is a vital hallmark and prerequisite for macrophage phenotype transition. Pyruvate kinase M2 (PKM2) is an essential molecular determinant of metabolic adaptions in pro-inflammatory macro…

Super-Enhancer Induced IL-20RA Promotes Proliferation/Metastasis and Immune Evasion in Colorectal Cancer Open

Dingye Yu, Xiao Yang, Jianwei Lin, Zichao Cao, Chenghao Lu , et al. · 2021

Unveiling key oncogenic events in malignancies is the key to improving the prognosis and therapeutic outcome of malignancies. Lines of evidence have shown that super-enhancers control the expression of genes that determine the cell fate, b…

RUNX1 regulates TGF-β induced migration and EMT in colorectal cancer Open

Chenghao Lu, Zheyu Yang, Dingye Yu, Jianwei Lin, Wei Cai · 2020

Colorectal cancer (CRC) was one of the most malignant tumors worldwide due to its metastasis. Epithelial-to-mesenchymal transition (EMT) plays an important role in CRC migration, and transforming growth factor-β (TGF-β) works as a dominati…

Nomogram for Predicting Central Lymph Node Metastasis in Papillary Thyroid Cancer: A Retrospective Cohort Study of Two Clinical Centers Open

Zheyu Yang, Yu Heng, Jianwei Lin, Chenghao Lu, Dingye Yu , et al. · 2020

A validated nomogram utilizing readily available preoperative variables was developed to predict the probability of central lymph node metastases in patients presenting with PTC. This nomogram may help surgeons make appropriate surgical de…

Effective femtosecond laser shock peening on a Mg–3Gd alloy at low pulse energy 430 µJ of 1 kHz Open

Chenghao Lu, Licheng Ge, Bing Zhu, Yangxin Li, Xianfeng Chen , et al. · 2019

In this paper, microstructure evolution and hardness of Mg-3Gd alloy treated by femtosecond (fs) laser shock peening (LSP) with direct and confined ablation modes were investigated in detail. Under a relatively low pulse energy of 430 µJ w…

Quality improvement and mode evolution of high-Q lithium niobate micro-disk induced by “light annealing” Open

Licheng Ge, Haowei Jiang, Yian Liu, Bing Zhu, Chenghao Lu , et al. · 2019

High-quality factor microresonators are a key component in photonic integrated circuits. However, it is more difficult to precisely engineer a single component after fabrication as integration density gets higher. In this work, we improve …

Mode surgery of LN micro-resonator by femtosecond laser irradiation Open

Licheng Ge, Haowei Jiang Yi'an Liu, Bing Zhu, Chenghao Lu, Yuping Chen , et al. · 2018

Lithium niobate(LN) microresonator is a key component in photonic integrated circuits. An intriguing phenomenon was observed that the quality factor for specific modes of the resonator can be further improved by femtosecond laser irradiati…

Chenghao Lu YOU? Author Swipe