Academic Articles & Research Papers

Deep neural network-based prediction of tsunami wave attenuation by mangrove forests

The goal of this research is to develop a model employing deep neural networks (DNNs) to predict the effectiveness of mangrove forests in attenuating the impact of tsunami waves. The dataset for the DNN model is obtained by simulating tsuna...

Convolutional Neural Network Based Approval Prediction of Enhancement Reports

For a given software enhancement report, identifying its possible approval status could help software developers by suggesting feature enhancements to compete in the software industry. An automatic solution for the approval prediction of en...

Center of attention: A network text analysis of American Sniper

Network Text Analysis (NTA) is a term used to describe a variety of software - supported methods for modeling texts as networks of concepts. In this study we apply NTA to the screenplay of Amer...

Nanoparticle Deposition of Fluoropolymer CYTOP via Holographic Femtosecond Laser Processing and Its Biochip Application

The fundamental characteristics of nanoparticle (NP) deposition of the fluoropolymer CYTOP using a femtosecond (fs) laser were investigated. In previous studies, we have demonstrated the microfluidic fabrication of CYTOP, which enables clea...

Design of an improved model using federated learning and LSTM autoencoders for secure and transparent blockchain network transactions

Abstract With the advancement of this digital era and the emergence of DApps and Blockchain, secure, robust and transparent network transaction has become invaluable today. These traditional methods of securing the transactions and maintain...

Efficient Massive Contents Distribution Strategy for P2P Using Sensor Smart Network

An important problem in many P2P applications is how to efficiently disseminate massive contents from multiple sources to multiple receivers on the Internet. A successful model used for analyzing this problem is a graph that consisted of no...

Patient-Level Factors Associated With Referral Rates to Mental Health Services in a Network of Student-Run Free Clinics: A Pooled Cross-Sectional Study.

Women’s perception about the discovery of breast cancer amid the covid-19 pandemic

Background Breast cancer is considered a health problem at a worldwide level. In Brazil, the South and Southeast regions have the highest mortality rates. Understanding how they dealt with the diagnostic of a stigmatized disease amid the CO...

Conversational Multi-Agentic Network-Driven Disease Module Identification and Drug Repurposing Prediction With ChatDRex: Platform Development Study.

Primary care exploration of suicidal ideation by general practitioners before suicidal acts: a national observational study of the French Sentinelles Network.

Ubiquitination in cancer: mechanisms, signaling networks and potential therapeutic opportunities.

Investigating cardiorespiratory fitness, cerebral blood flow, and brain metabolism in epilepsy.

Domain-specific associations of metabolomic features with cognition and neural networks among cognitively normal adults.

Between-group differences in resting-state functional connectivity within the brain's extended triple-network following genuine and sham chiropractic adjustments: a quasi-experimental pilot trial.

Unraveling the multitarget mechanisms of aloe emodin against periodontitis: a synergy of network pharmacology and experimental validation.

Beyond disease counts: multimorbidity patterns and self-rated health in South African adults-a network analysis of the 2016 demographic and health survey.

Network-based analysis reveals genetic diversity of human-brain expressed genes with high evolutionary rates.

Brain network-driven predictive neural markers for suicide risk.

An exploratory study of peripheral joint deterioration and central sensorimotor network reorganization in people with knee osteoarthritis.

Study on the Active Constituents and Underlying Mechanisms of Renshen Yangying Decoction Against Angina Pectoris Based on Integrated Serum Pharmacochemistry, Network Pharmacology, Molecular Docking, and Experimental Validation.