Lihong Zheng
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View article: HOTA: Hierarchical Overlap-Tiling Aggregation for Large-Area 3D Flood Mapping
HOTA: Hierarchical Overlap-Tiling Aggregation for Large-Area 3D Flood Mapping Open
View article: Bone Marrow Mesenchymal Stem Cell Hydrogel‐Mediated Fibroblast Reprogramming Restores Intestinal Function in Adhesive Small Bowel Obstruction
Bone Marrow Mesenchymal Stem Cell Hydrogel‐Mediated Fibroblast Reprogramming Restores Intestinal Function in Adhesive Small Bowel Obstruction Open
Adhesive small bowel obstruction (ASBO) is a surgical complication characterized by intestinal stenosis due to ectopic fibroblast activation following serosal injury. This study demonstrates that bone marrow mesenchymal stem cells encapsul…
View article: CCoMAML: Efficient Cattle Identification Using Cooperative Model-Agnostic Meta-Learning
CCoMAML: Efficient Cattle Identification Using Cooperative Model-Agnostic Meta-Learning Open
Cattle identification is critical for efficient livestock farming management, currently reliant on radio-frequency identification (RFID) ear tags. However, RFID-based systems are prone to failure due to loss, damage, tampering, and vulnera…
View article: When Language Model Guides Vision: Grounding DINO for Cattle Muzzle Detection
When Language Model Guides Vision: Grounding DINO for Cattle Muzzle Detection Open
Muzzle patterns are among the most effective biometric traits for cattle identification. Fast and accurate detection of the muzzle region as the region of interest is critical to automatic visual cattle identification.. Earlier approaches …
View article: Mechanisms and Genesis of Acidic Goaf Water in Abandoned Coal Mines: Insights from Mine Water–Surrounding Rock Interaction
Mechanisms and Genesis of Acidic Goaf Water in Abandoned Coal Mines: Insights from Mine Water–Surrounding Rock Interaction Open
The formation of acidic goaf water in abandoned coal mines poses significant environmental threats, especially in karst regions where the risk of groundwater contamination is heightened. This study investigates the geochemical processes re…
View article: HOTA: Hierarchical Overlap-Tiling Aggregation for Large-Area 3D Flood Mapping
HOTA: Hierarchical Overlap-Tiling Aggregation for Large-Area 3D Flood Mapping Open
Floods are among the most frequent natural hazards and cause significant social and economic damage. Timely, large-scale information on flood extent and depth is essential for disaster response; however, existing products often trade spati…
View article: Gut microbiota has the potential to improve health of menopausal women by regulating estrogen
Gut microbiota has the potential to improve health of menopausal women by regulating estrogen Open
Menopause is an age-related loss of ovarian function. As a woman enters menopause, the estrogen produced by her ovaries decreases, which will adversely affect women’s health. The symptoms related to menopause are related to the imbalance o…
View article: A Framework for Protecting Medical Data in Distributed Learning Environments
A Framework for Protecting Medical Data in Distributed Learning Environments Open
The increasing frequency of cybersecurity threats in healthcare, exemplified by the February 2024 ransomware attack on Change Healthcare, highlights the critical need for robust data protection mechanisms. Traditional centralized healthcar…
View article: MHAFF: Multi-Head Attention Feature Fusion of CNN and Transformer for Cattle Identification
MHAFF: Multi-Head Attention Feature Fusion of CNN and Transformer for Cattle Identification Open
Convolutional Neural Networks (CNNs) have drawn researchers' attention to identifying cattle using muzzle images. However, CNNs often fail to capture long-range dependencies within the complex patterns of the muzzle. The transformers handl…
View article: A Framework for Protecting Medical Data in Distributed Learning Environments
A Framework for Protecting Medical Data in Distributed Learning Environments Open
View article: LEISA: A Scalable Microservice-based System for Efficient Livestock Data Sharing
LEISA: A Scalable Microservice-based System for Efficient Livestock Data Sharing Open
In the livestock sector, the fragmented data landscape across isolated systems presents a significant challenge, necessitating interoperability and integration. In this article, we introduce the Livestock Event Information Sharing Architec…
View article: Research on Physical Education Teachers’ Role Change and Teaching Innovation Practices in Colleges and Universities in the Digital Era
Research on Physical Education Teachers’ Role Change and Teaching Innovation Practices in Colleges and Universities in the Digital Era Open
Under the rapid development of the digital era, the personalized needs of college students for sports instruction are becoming more and more prominent. This requires college physical education teachers to change their roles and develop tea…
View article: A Comprehensive Survey on Deep Learning Solutions for 3D Flood Mapping
A Comprehensive Survey on Deep Learning Solutions for 3D Flood Mapping Open
View article: Near-infrared spectroscopy for analysing livestock diet quality: A systematic review
Near-infrared spectroscopy for analysing livestock diet quality: A systematic review Open
Near-infrared spectroscopy (NIRS) is a non-invasive and fast technology that has been increasingly used to analyse livestock diet quality. The objective of this study was to conduct a systematic review of the literature to examine the util…
View article: Pirfenidone antagonizes TGF-β1-mediated gabapentin resistance via reversal of desmoplasia and the ‘cold’ microenvironment in pancreatic cancer
Pirfenidone antagonizes TGF-β1-mediated gabapentin resistance via reversal of desmoplasia and the ‘cold’ microenvironment in pancreatic cancer Open
Owing to the desmoplastic stroma constituted by cancer-associated fibroblasts (CAFs), few immune cells infiltrate the pancreatic ductal adenocarcinoma (PDAC). Gabapentin can impede the production of ketoacids by CAFs to support cancer cell…
View article: African Lovegrass Segmentation with Artificial Intelligence Using UAS-Based Multispectral and Hyperspectral Imagery
African Lovegrass Segmentation with Artificial Intelligence Using UAS-Based Multispectral and Hyperspectral Imagery Open
The prevalence of the invasive species African Lovegrass (Eragrostis curvula, ALG thereafter) in Australian landscapes presents significant challenges for land managers, including agricultural losses, reduced native species diversity, and …
View article: SD-WAN: Hybrid Edge Cloud Network between Multi-site SDDC
SD-WAN: Hybrid Edge Cloud Network between Multi-site SDDC Open
This research presents the On-POP-Overlay architecture, a novel contribution to Multi-site Software-Defined Data Centers (SDDC). Our work contrasts this new architecture with the established On-Premises-Overlay, focusing on their deploymen…
View article: LEI2JSON: Schema-based validation and conversion of livestock event information
LEI2JSON: Schema-based validation and conversion of livestock event information Open
Livestock producers often need help in standardising (i.e., converting and validating) their livestock event data. This article introduces a novel solution, LEI2JSON (Livestock Event Information To JSON). The tool is an add-on for Google S…
View article: LEI: Livestock Event Information schema for enabling data sharing
LEI: Livestock Event Information schema for enabling data sharing Open
Data-driven advances have resulted in significant improvements in dairy production. However, the meat industry has lagged behind in adopting data-driven approaches, underscoring the crucial need for data standardisation to facilitate seaml…
View article: Bitou bush detection and mapping using UAV-based multispectral and hyperspectral imagery and artificial intelligence
Bitou bush detection and mapping using UAV-based multispectral and hyperspectral imagery and artificial intelligence Open
The use of Unmanned Aerial Vehicles (UAVs) for remote sensing (RS) of vegetation presents a valuable platform for weed monitoring, owing to the high spatial resolution of collected images. Accurate classification and mapping of weed spatia…
View article: Elevated of NDUFA4L2 expression in colon adenocarcinoma is correlated with an unfavorable prognosis and increased immune cell infiltration
Elevated of NDUFA4L2 expression in colon adenocarcinoma is correlated with an unfavorable prognosis and increased immune cell infiltration Open
Collectively, our findings demonstrate the association of increased NDUFA4L2 expression with adverse prognosis and heightened immune cell infiltration in COAD patients.
View article: Innovative Practice of Physical Education Teaching in Colleges and Universities in the Context of “Digital” Education
Innovative Practice of Physical Education Teaching in Colleges and Universities in the Context of “Digital” Education Open
This paper takes the experimental design of the flipped classroom teaching mode under digital information technology as the entry point, chooses the appropriate research object and method, and designs the experimental program of flipped cl…
View article: LEI2JSON: Schema-based Validation and Conversion of Livestock Event Information
LEI2JSON: Schema-based Validation and Conversion of Livestock Event Information Open
Livestock producers often need help in standardising (i.e., converting and validating) their livestock event data. This article introduces a novel solution, LEI2JSON (Livestock Event Information To JSON). The tool is an add-on for Google S…
View article: LEI: Livestock Event Information Schema for Enabling Data Sharing
LEI: Livestock Event Information Schema for Enabling Data Sharing Open
Data-driven advances have resulted in significant improvements in dairy production. However, the meat industry has lagged behind in adopting data-driven approaches, underscoring the crucial need for data standardisation to facilitate seaml…
View article: Long‐term fertilization and plastic film mulching modify temporal incorporation of <scp> <sup>13</sup> C </scp> / <scp> <sup>15</sup> N </scp> ‐labelled particulate organic matter
Long‐term fertilization and plastic film mulching modify temporal incorporation of <span> <sup>13</sup> C </span> / <span> <sup>15</sup> N </span> ‐labelled particulate organic matter Open
Plastic film mulching (PFM) is critical for agricultural planting and maximizing production in semiarid and arid areas. Particulate organic matter (POM) is assumed to be a sensitive indicator for evaluating the effects of different agricul…
View article: Autonomous Detection of Mouse-Ear Hawkweed Using Drones, Multispectral Imagery and Supervised Machine Learning
Autonomous Detection of Mouse-Ear Hawkweed Using Drones, Multispectral Imagery and Supervised Machine Learning Open
Hawkweeds (Pilosella spp.) have become a severe and rapidly invading weed in pasture lands and forest meadows of New Zealand. Detection of hawkweed infestations is essential for eradication and resource management at private and government…
View article: Long-term fertilization and PFM changed the accumulation of stalk-derived POM in soil aggregates under field conditions
Long-term fertilization and PFM changed the accumulation of stalk-derived POM in soil aggregates under field conditions Open
Plastic film mulching (PFM) is critical for agricultural planting and production in semi-arid and arid areas. Particulate organic matter (POM) is assumed to be a sensitive indicator of evaluating the effects of different agricultural pract…
View article: LEI: Livestock Event Information Schema for Enabling Data Sharing
LEI: Livestock Event Information Schema for Enabling Data Sharing Open
View article: Building Heat Demand Prediction Based on Reinforcement Learning for Thermal Comfort Management
Building Heat Demand Prediction Based on Reinforcement Learning for Thermal Comfort Management Open
The accurate prediction of building heat demand plays the critical role in refined management of heating, which is the basis for on-demand heating operation. This paper proposed a prediction model framework for building heat demand based o…
View article: Automatic Cattle Identification using YOLOv5 and Mosaic Augmentation: A Comparative Analysis
Automatic Cattle Identification using YOLOv5 and Mosaic Augmentation: A Comparative Analysis Open
You Only Look Once (YOLO) is a single-stage object detection model popular for real-time object detection, accuracy, and speed. This paper investigates the YOLOv5 model to identify cattle in the yards. The current solution to cattle identi…