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...

A Gradient Boosting-Based Machine Learning Model for the Prediction of the Hardness of Thermoplastic Polymers.

A new system for assessment of growth using mandibular canine calcification stages and its correlation with modified MP3 stages

Objective: Orthodontic diagnosis and treatment planning for growing children must involve growth prediction, especially in the treatment of skeletal problems. Studies have shown that a strong association exists between skeletal maturity and...

Comparing Large-Eddy Simulation and Gaussian Plume Model to Sensor Measurements of an Urban Smoke Plume

The fast prediction of the extent and impact of accidental air pollution releases is important to enable a quick and informed response, especially in cities. Despite this importance, only a small number of case studies are available studyin...

Development of Knitted Compression Covers for Amputated Limbs

Compression therapy can be successfully applied to the treatment of amputated limbs. Compression is known to speed healing and reduce the appearance of complex scars. This is particularly relevant as the number of amputations increases, esp...

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

Machine learning models integrating 2D and 3D intratumoral heterogeneity features from multi-sequence MRI: accurate prediction of perineural invasion in pancreatic ductal adenocarcinoma.

Hypotension prediction index to predict hemodynamic instability related to renal replacement therapy in critically ill patients: A prospective observational study.

Early Prediction of Multidrug-Resistant Organism Infection in ICU Patients Using Routinely Available Clinical Data: Development and Temporal Validation of Prediction Models.

The Promise and Limitations of Metabolic Trait Prediction Across Diverse Bacteria.

Metabolic, enzymatic, and probiotic profiling of Lactococcus lactis LBM15: inhibition of Staphylococcus aureus biofilm and virulence genes, and GPR-based prediction.

Source-only cross-year prediction of perceived AI capability with a theory-anchored, loss-specific two-stage model.

Multi-joint and multi-planar lower-limb moment prediction from four inertial measurement units with target-subject adaptation.

Prediction of early developmental status using neonatal structural MRI radiomics.

A comprehensive dataset for postpartum depression prediction among bangladeshi mothers: Sociodemographic, obstetric, and psychosocial factors with class imbalance insights.

From genome to phenotype: advances, challenges and One Health perspectives in the genomic prediction of antimicrobial resistance.

Validation and Recalibration of Modified Mayo Delirium Prediction Tool in a Hospitalized Cohort.

Prediction of 30-day mortality risk in patients with acute pancreatitis in ICU: a study based on the MIMIC-IV database.

Blood-Brain Barrier Permeability Prediction by Integrating Deep Learning Representations with Chemical Compound Knowledge.