Search results for “Machine Learning”

About 6 results in articles

Open Access Pub publishes peer-reviewed, free-to-read open-access articles. Showing articles matching Machine Learning — open any to read the full text, or download the PDF or XML.

Random Forest Classifier for Respiratory Mortality Analytics

Jun 2026 DOI 10.14302/issn.2642-9241.jrd-26-6332
Philip de MeloCorresponding author

Respiratory diseases remain a major contributor to hospital morbidity and mortality worldwide, particularly among elderly patients and individuals with severe pulmonary compromise. Accurate prediction of respiratory mortality is clinically important for triage, resource allocation, ICU utilization,…

Investigating Into Artificial Intelligence Trained Algorithms and Their Effectiveness in Addressing Female Infertility

Jan 2026
Kirandeep KaurCorresponding author

Background Female infertility has always been an issue and social stigma in India and it’s not only the matter of physical health of the female but also related to psychological health and the social status of the women. The diagnosis of this problem criterion requires medical symptoms for the condi…

A Decision Tree Ensemble Approach to Diabetes Prediction using the Framingham Heart Dataset, Exploring the Role of AI-Associated Interventions in Reducing Diabetes-Related Adverse Outcomes Between Men and Women

Dec 2025 DOI 10.14302/issn.2641-4538.jphi-25-5886
Patricia Y. TalbertCorresponding author

Objective Diabetes poses significant public health challenges, with many individuals remaining undiagnosed and at risk of complications. This study aimed to evaluate the performance of decision tree ensemble methods for predicting diabetes onset using the Framingham Heart Study Teaching Dataset and…

Dynamic Network Analysis of Functional Connectivity in Dementia: Unraveling Temporal Patterns and Therapeutic Implications

May 2024 DOI 10.14302/issn.2470-5020.jnrt-24-5100
Abdulyekeen T. AdebisiCorresponding author

Exploring the dynamic dimension of functional connectivity in dementia, this article departs from traditional static studies to capture the ever-changing brain networks. Investigating temporal connectivity patterns yields valuable insights into disease progression, individualized treatment, and earl…

Automated Grassweed Detection in Wheat Cropping System: Current Techniques and Future Scope

May 2024 DOI 10.14302/issn.2998-1506.jpa-24-5058
Swati ShresthaCorresponding author

Wheat is a staple grain crop in the United States and around the world. Weed infestation, particularly grass weeds, poses significant challenges to wheat production, competing for resources and reducing grain yield and quality. Effective weed management practices, including early identification and…

Analysis of Clinical Prognostic Variables for Triple Negative Breast Cancer Histological Grading and Lymph Node Metastasis

Dec 2018 DOI 10.14302/issn.2641-5526.jmid-18-2488
Juan Luis Fernández-MartínezCorresponding author

Background: Triple Negative Breast Cancer (TNBC) is a type of breast cancer with very bad prognosis. Predicting the histological grade (HG) and the lymph nodes metastasis is crucial for developing more suitable treatment strategies. Methods: We present the main clinical and pathological variables to…

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