专题:Artificial Intelligence in Healthcare

This cluster of papers focuses on the application of machine learning, big data analytics, and data mining techniques in healthcare and medicine. It covers topics such as medical diagnosis, classification models, heart disease prediction, and the use of support vector machines and logistic regression. The cluster emphasizes the potential of machine learning in improving healthcare outcomes through advanced data analysis.
最新文献
Blockchain-Enabled Healthcare Optimization: Enhancing Security and Decision-Making Using the Mother Optimization Algorithm

article Full Text OpenAlex

215Applications and Benefits of Machine Learning in Healthcare

book-chapter Full Text OpenAlex

Large language models in biomedicine and healthcare

article Full Text OpenAlex

Enhancing Large Language Models With AI Agents for Chronic Gastritis Management: Comprehensive Comparative Study

article Full Text OpenAlex

Feature Selection Methods in Big Medical Databases:A Comprehensive Survey

article Full Text OpenAlex

Artificial intelligence identifies individuals with prediabetes using single-lead electrocardiograms

article Full Text OpenAlex

Responsible Use of Artificial Intelligence to Improve Kidney Care

article Full Text OpenAlex

Chronic liver disease classification using deep learning with SHAP-optimized hybrid features

article Full Text OpenAlex

A systematic review of machine learning in heart disease prediction

review Full Text OpenAlex

Improving Big Data Intelligence Using Entropy Weighted Method for Cloud-Based AutoML Evaluation

article Full Text OpenAlex

近5年高被引文献
MIMIC-IV, a freely accessible electronic health record dataset

article Full Text OpenAlex 2413 FWCI425.6675

AI in health and medicine

review Full Text OpenAlex 2247 FWCI131.8486

Benefits, Limits, and Risks of GPT-4 as an AI Chatbot for Medicine

article Full Text OpenAlex 1488 FWCI57.4421

RETRACTED ARTICLE: Artificial intelligence in disease diagnosis: a systematic literature review, synthesizing framework and future research agenda

article Full Text OpenAlex 944 FWCI129.6776

Proceedings of the 16th International Conference Information Systems 2023

paratext Full Text OpenAlex 841 FWCI0

A Bibliometric Analysis of Heart Disease Detection using Artificial Intelligence Techniques: Trends, Influential Works, and Research Gaps

article Full Text OpenAlex 777 FWCI30.1208

A Review of the Role of Artificial Intelligence in Healthcare

review Full Text OpenAlex 722 FWCI27.9849

A Review of Feature Selection Methods for Machine Learning-Based Disease Risk Prediction

review Full Text OpenAlex 716 FWCI180.535

A comparative analysis of K-Nearest Neighbor, Genetic, Support Vector Machine, Decision Tree, and Long Short Term Memory algorithms in machine learning

article Full Text OpenAlex 690 FWCI90.2892

Ethical and regulatory challenges of AI technologies in healthcare: A narrative review

review Full Text OpenAlex 679 FWCI83.4951