The Lancet

Machine learning prediction of 1-year mortality in older patients with heart failure: a nationwide, multicenter, prospective cohort study

A machine learning model incorporating functional assessments predicts one-year mortality in older patients with HF and improves risk stratification beyond established scores. Functional status at ...
IEEE

Software Defect Prediction System Using Optimized Bi-Directional LSTM

Abstract: Software defect prediction is critical for improving software quality and lowering maintenance costs by identifying potential errors early in the development cycle. In this article, we ...
IEEE

Comparative Study of Machine Learning Based Defect Prediction Models for Python Software

Abstract: Software Defect Prediction improves the software's stability and ensures the testing process is streamlined by pointing out issues in code. Software developers can manage and use their ...
Frontiers

Genetic risk predictions using deep learning models with summary data

Background: As a driving force of the Fourth Industrial Revolution, deep learning methods have achieved significant success across various fields, including genetic and genomic studies. While ...