AIMC Topic: Logistic Models

Clear Filters Showing 481 to 490 of 1261 articles

Comparative analysis of explainable machine learning prediction models for hospital mortality.

BMC medical research methodology Feb 27, 2022
BACKGROUND: Machine learning (ML) holds the promise of becoming an essential tool for utilising the increasing amount of clinical data available for analysis and clinical decision support. However, the lack of trust in the models has limited the acce...
Humans Machine Learning Bayes Theorem Algorithms Hospital Mortality Logistic Models
View on PubMed DOI

An EEG Classification-Based Method for Single-Trial N170 Latency Detection and Estimation.

Computational and mathematical methods in medicine Feb 18, 2022
Event-related potentials (ERPs) can reflect the high-level thinking activities of the brain. In ERP analysis, the superposition and averaging method is often used to estimate ERPs. However, the single-trial ERP estimation can provide researchers with...
Signal Processing, Computer-Assisted Young Adult Brain Adult Computational Biology Computer Simulation Linear Models Evoked Potentials Humans Male Models, Neurological Logistic Models Female Neural Networks, Computer Signal-To-Noise Ratio Electroencephalography Support Vector Machine
View on PubMed DOI

A machine learning approach based on ACMG/AMP guidelines for genomic variant classification and prioritization.

Scientific reports Feb 15, 2022
Genomic variant interpretation is a critical step of the diagnostic procedure, often supported by the application of tools that may predict the damaging impact of each variant or provide a guidelines-based classification. We propose the application o...
Genetic Testing Genetic Variation High-Throughput Nucleotide Sequencing Genetic Predisposition to Disease Software Research Design Computer Simulation Neoplasms Cohort Studies Genomics Humans Machine Learning Practice Guidelines as Topic Genome, Human Logistic Models Bayes Theorem
View on PubMed DOI

Stability Risk Assessment of Underground Rock Pillars Using Logistic Model Trees.

International journal of environmental research and public health Feb 14, 2022
Pillars are important structural elements that provide temporary or permanent support in underground spaces. Unstable pillars can result in rock sloughing leading to roof collapse, and they can also cause rock burst. Hence, the prediction of undergro...
Machine Learning Risk Assessment Compressive Strength Logistic Models Coal
View on PubMed DOI

Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets.

IEEE journal of biomedical and health informatics Feb 4, 2022
Deep neural networks and other machine learning models are widely applied to biomedical signal data because they can detect complex patterns and compute accurate predictions. However, the difficulty of interpreting such models is a limitation, especi...
Neural Networks, Computer Machine Learning Logistic Models Humans
View on PubMed DOI

Hybrid feature selection-based machine learning Classification system for the prediction of injury severity in single and multiple-vehicle accidents.

PloS one Feb 2, 2022
To undertake a reliable analysis of injury severity in road traffic accidents, a complete understanding of important attributes is essential. As a result of the shift from traditional statistical parametric procedures to computer-aided methods, machi...
Bayes Theorem Accidents, Traffic Pakistan Wounds and Injuries Humans ROC Curve Logistic Models Machine Learning Area Under Curve Severity of Illness Index
View on PubMed DOI

Design of Financial Management Model Using the Forward Neural Network Based on Particle Swarm Optimization Algorithm.

Computational intelligence and neuroscience Jan 30, 2022
The financial crisis of listed companies will bring huge losses to investors, so it is very important to establish a financial early warning model for investors and other stakeholders. The forward neural network model of particle swarm optimization i...
Logistic Models Financial Management Neural Networks, Computer Algorithms
View on PubMed DOI

Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches.

Computational and mathematical methods in medicine Jan 20, 2022
Epileptic seizures occur due to brain abnormalities that can indirectly affect patient's health. It occurs abruptly without any symptoms and thus increases the mortality rate of humans. Almost 1% of world's population suffers from epileptic seizures....
Signal Processing, Computer-Assisted Signal-To-Noise Ratio Humans Logistic Models Neural Networks, Computer Electroencephalography Machine Learning Diagnosis, Computer-Assisted Support Vector Machine Epilepsy Algorithms Deep Learning Seizures Bayes Theorem Databases, Factual Computational Biology
View on PubMed DOI

Machine learning for prediction of euploidy in human embryos: in search of the best-performing model and predictive features.

Fertility and sterility Jan 19, 2022
OBJECTIVE: To assess the best-performing machine learning (ML) model and features to predict euploidy in human embryos.
Cohort Studies Logistic Models Bayes Theorem Humans Machine Learning Retrospective Studies
View on PubMed DOI

Blood cancer prediction using leukemia microarray gene data and hybrid logistic vector trees model.

Scientific reports Jan 19, 2022
Blood cancer has been a growing concern during the last decade and requires early diagnosis to start proper treatment. The diagnosis process is costly and time-consuming involving medical experts and several tests. Thus, an automatic diagnosis system...
Leukemia Supervised Machine Learning Microarray Analysis Humans Hematologic Neoplasms Logistic Models
View on PubMed DOI
Popular Topics
Recent Journals