BMJ Open

Burden of abnormal nutritional indices among women aged 15–24 years in 40 low-income and middle-income countries: a multilevel multinomial logistic regression analysis

Background Despite global efforts to improve nutrition, young women aged 15–24 years in low-income and middle-income countries (LMICs) face persistent dual burdens of malnutrition, marked by high ...
RMD Open

Systemic lupus erythematosus damage risk index (SLE-DRI): a simple machine learning-based tool for identifying patients at risk for early organ damage

Objective Organ damage is a key determinant of poor prognosis and increased mortality in systemic lupus erythematosus (SLE).
Frontiers

The impact of family endowment on adolescents’ physical activity behavior

Objective: The cultivation of adolescent lifelong development is significantly influenced by family education, yet current approaches to physical activity promotion reveal critical systemic ...
IEEE

Comparative Analysis of Sparse Multinomial Logistic Regression and Convolutional Neural Networks for Multi-Class Image Classification

Abstract: The classification problem represents a funda-mental challenge in machine learning, with logistic regression serving as a traditional yet widely utilized method across various scientific ...
IEEE

Transformer fault diagnosis method based on multi-classification logistic regression

Abstract: Transformer is the core equipment in power system, its running state directly affects the safety and economy of power grid. Traditional transformer fault diagnosis methods often rely on ...
Scientific Research Publishing

Kirasich, K., Smith, T. and Sadler, B. (2018) Random Forest vs Logistic Regression: Binary Classification for Heterogeneous Datasets. SMU Data Science Review, 1, Article 9.

ABSTRACT: The Efficient Market Hypothesis postulates that stock prices are unpredictable and complex, so they are challenging to forecast. However, this study demonstrates that it is possible to ...
ahajournals.org

Artificial Intelligence in Diagnosis of Heart Failure

Heart failure (HF) is a complex and varied condition that affects over 50 million people worldwide. Although there have been significant strides in understanding the underlying mechanisms of HF, ...
BioSpace

CEL-SCI Reports Fiscal Q1 2025 Financial Results: Multikine Shows Pre-Surgical Tumor Elimination and Regression in Just 3 Weeks

VIENNA, Va.--(BUSINESS WIRE)--$CVM #Multikine--CEL-SCI Corporation (NYSE American: CVM) today reported financial results for three months ended December 31, 2024, as ...
GitHub

Multi-task (multi-classification + regression)

I am wondering if there is a way we can combine multi-class classification with regression. I probably need to write a CategoricalLikelihood(). My input features are 2 dimensional output is 1D ...