IEEE

Predictive Modeling of Scalability and Mobility in Cloud Architectures Using Logistic Regression

Abstract: - this research paper explores the possibilities of using the Logistic Regression Framework as means of controlling the scalability and mobility of cloud computing servers. The aim of this ...
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Build logistic regression in Python from scratch easily

Implement Logistic Regression in Python from Scratch ! In this video, we will implement Logistic Regression in Python from Scratch. We will not use any build in models, but we will understand the code ...
Frontiers

Clinical prediction models for post-stroke depression: a systematic review and meta-analysis

Post-stroke depression (PSD) is a prevalent neuropsychological consequence of stroke, associated with cognitive decline, disability, and increased mortality. Early prediction of PSD is critical for ...
Scientific Research Publishing

Johnson, A. and Lee, M. (2022) Predictive Modeling for Cardiovascular Risk Assessment Using Logistic Regression and Deep Learning. Journal of Biomedical Informatics, 130 ...

ABSTRACT: Heart disease remains one of the leading causes of mortality worldwide, accounting for millions of deaths annually. Early detection of individuals at risk is essential for reducing ...
Scientific Research Publishing

Ogunpola, A., Saeed, F., Basurra, S., Albarrak, A.M. and Qasem, S.N. (2024) Machine Learning-Based Predictive Models for Detection of Cardiovascular Diseases. Diagnostics, 14, 144.

ABSTRACT: Heart disease remains one of the leading causes of mortality worldwide, accounting for millions of deaths annually. Early detection of individuals at risk is essential for reducing ...
Frontiers

Development of an interpretable machine learning model for predicting sarcopenia in patients undergoing maintenance hemodialysis

Sarcopenia has a high incidence among patients undergoing maintenance hemodialysis (MHD), significantly increasing the risk of falls, fractures, and mortality. Traditional diagnostic methods, however, ...
ascopubs.org

Impact of palliative care and predictive modeling with clinical features in hospitalized lung cancer patients: A National Inpatient Sample analysis (2018-2022).

Survival and cost analysis of early palliative care referral in pancreatic cancer: A single-center retrospective study. This is an ASCO Meeting Abstract from the 2025 ASCO Quality Care Symposium. This ...