4.6 Article

A Bayesian Dynamic Inference Approach Based on Extracted Gray Level Co-Occurrence (GLCM) Features for the Dynamical Analysis of Congestive Heart Failure

Related references

Note: Only part of the references are listed.
Article Engineering, Electrical & Electronic

Detecting brain tumors using deep learning convolutional neural network with transfer learning approach

Sadia Anjum et al.

Summary: Accurate classification of brain tumor subtypes is crucial for prognosis and treatment. This study shows that deep learning methods with transfer learning outperform traditional machine learning methods, indicating potential for better clinical outcomes.

INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY (2022)

Review Environmental Sciences

Bayesian Networks in Environmental Risk Assessment: A Review

Laura Kaikkonen et al.

Summary: This paper reviews the use of Bayesian networks (BNs) in Environmental Risk Assessment (ERA) based on peer-reviewed publications. The review identifies studies where BNs have been utilized in an environmental risk context and evaluates their scope, technical aspects, and use of the models and their results. The review shows that BNs have been increasingly applied in ERA in recent years, suggesting further development in both model implementation and participatory modeling practices.

INTEGRATED ENVIRONMENTAL ASSESSMENT AND MANAGEMENT (2021)

Article Engineering, Biomedical

Machine learning classification of texture features of MRI breast tumor and peri-tumor of combined pre- and early treatment predicts pathologic complete response

Lal Hussain et al.

Summary: This study used machine learning to classify texture features from MRI of breast tumor and molecular subtypes to predict pathological complete response to neoadjuvant chemotherapy. The combination of early treatment data and molecular subtypes significantly improved performance in predicting PCR. Longitudinal changes in texture features and peri-tumoral features further enhanced the prediction accuracy.

BIOMEDICAL ENGINEERING ONLINE (2021)

Article Agriculture, Multidisciplinary

Dynamic Bayesian network for crop growth prediction in greenhouses

A. Kocian et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)

Article Computer Science, Cybernetics

An efficient Bayesian network for differential diagnosis using experts' knowledge

Mohammad Mahdi Ershadi et al.

INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS (2020)

Article Biochemical Research Methods

Bayesian Network Construction and Genotype-Phenotype Inference Using GWAS Statistics

Lu Zhang et al.

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2019)

Article Computer Science, Artificial Intelligence

Performance analysis of various machine learning-based approaches for detection and classification of lung cancer in humans

Gur Amrit Pal Singh et al.

NEURAL COMPUTING & APPLICATIONS (2019)

Article Agronomy

Bayesian network: a simplified approach for environmental similarity studies on maize

Camila Baptista do Amaral et al.

CROP BREEDING AND APPLIED BIOTECHNOLOGY (2019)

Article Radiology, Nuclear Medicine & Medical Imaging

Detecting Brain Tumor using Machines Learning Techniques Based on Different Features Extracting Strategies

Lal Hussain et al.

CURRENT MEDICAL IMAGING (2019)

Article Environmental Sciences

Incorporating stakeholders' values into environmental decision support: A Bayesian Belief Network approach

Mirka Laurila-Pant et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2019)

Review Pharmacology & Pharmacy

Pericytes, an overlooked player in vascular pathobiology

David Ferland-McCollough et al.

PHARMACOLOGY & THERAPEUTICS (2017)

Review Computer Science, Artificial Intelligence

Application of entropies for automated diagnosis of epilepsy using EEG signals: A review

U. Rajendra Acharya et al.

KNOWLEDGE-BASED SYSTEMS (2015)

Article Biology

Ensemble classification of colon biopsy images based on information rich hybrid features

Saima Rathore et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2014)

Article Computer Science, Interdisciplinary Applications

Computer-aided detection of breast cancer on mammograms: A swarm intelligence optimized wavelet neural network approach

J. Dheeba et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2014)

Article Cardiac & Cardiovascular Systems

Heart failure: preventing disease and death worldwide

Piotr Ponikowski et al.

ESC HEART FAILURE (2014)

Article Ecology

Using Bayesian networks to incorporate uncertainty in habitat suitability index models

George F. Wilhere

JOURNAL OF WILDLIFE MANAGEMENT (2012)

Article Engineering, Biomedical

Optimal Timing in Screening Patients with Congestive Heart Failure and Healthy Subjects During Circadian Observation

Tai-Lang Jong et al.

ANNALS OF BIOMEDICAL ENGINEERING (2011)

Article Environmental Sciences

Screening risk assessment tools for assessing the environmental impact in an abandoned pyritic mine in Spain

Eduardo Moreno-Jimenez et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2011)

Article Health Care Sciences & Services

A Wearable Respiratory Biofeedback System Based on Generalized Body Sensor Network

Guan-Zheng Liu et al.

TELEMEDICINE AND E-HEALTH (2011)

Article Health Care Sciences & Services

Estimation of Respiration Rate from Three-Dimensional Acceleration Data Based on Body Sensor Network

Guan-Zheng Liu et al.

TELEMEDICINE AND E-HEALTH (2011)

Article Engineering, Biomedical

Multiscale Analysis of Heart Rate Variability: A Comparison of Different Complexity Measures

Jing Hu et al.

ANNALS OF BIOMEDICAL ENGINEERING (2010)