Alle Papers – Machine Learning im Gesundheitswesen

Non-fungible tokens for the management of health data

Cardiovascular Disease Prediction Using Gradient Boosting Classifier

Bringing Machine Learning Systems into Clinical Practice: A Design Science Approach to Explainable Machine Learning-Based Clinical Decision Support Systems

A Comparison of Logistic Regression Against Machine Learning Algorithms for Gastric Cancer Risk Prediction Within Real-World Clinical Data Streams

Explanatory models in medicine: facts, theories, and values.

ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool

Super Learner for Survival Data Prediction

LLM-Powered Multimodal AI Conversations for Diabetes Prevention

A scoping review of artificial intelligence applications in clinical trial risk assessment

Interpretable machine learning for in-hospital mortality risk prediction in patients with ST-elevation myocardial infarction after percutaneous coronary interventions

Three principles of data science: predictability, computability, and stability (PCS)

Supervised machine learning in the mass spectrometry laboratory: A tutorial

MTMA: Multi-task multi-attribute learning for the prediction of adverse drug–drug interaction

A Hybrid Imputation Method for Multi-Pattern Missing Data: A Case Study on Type II Diabetes Diagnosis

Temporal Density-aware Sequential Recommendation Networks with Contrastive Learning

Patient-generated health data and electronic health record integration: protocol for a scoping review

Integration of genetic and clinical information to improve imputation of data missing from electronic health records

Early Detection of Alzheimer’s Disease Using Patient Neuropsychological and Cognitive Data and Machine Learning Techniques

PhysioLLM: Supporting Personalized Health Insights with Wearables and Large Language Models

Physiological machine learning models for prediction of sepsis in hospitalized adults: An integrative review

Exploration and Consideration of the Medical Alliance Modes.

Population Density-Based Hospital Recommendation with Mobile LBS Big Data

BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT

Artificial Intelligence in Healthcare Practice: How to Tackle the “Human” Challenge

RiskPortfolios: Computation of Risk-Based Portfolios in R