Alle Papers – Machine Learning im Gesundheitswesen

Intelligent Healthcare Platform: Cardiovascular Disease Risk Factors Prediction Using Attention Module Based LSTM

Patterns of schizophrenia symptoms: hidden structure in the PANSS questionnaire

Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity

Mixed‐effects models for health care longitudinal data with an informative visiting process: A Monte Carlo simulation study

Need an AI-Enabled, Next-Generation, Advanced ChatGPT or Large Language Models (LLMs) for Error-Free and Accurate Medical Information

Efficient learning from big data for cancer risk modeling: A case study with melanoma

Cardiovascular Disease Prediction Model using Machine Learning Algorithms

Comparing high-dimensional confounder control methods for rapid cohort studies from electronic health records

Heart Diseases Prediction based on Stacking Classifiers Model

Drug Recommendation from Diagnosis Codes: Classification vs. Collaborative Filtering Approaches

Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications.

Characterization of patients who suffer asthma exacerbations using data extracted from electronic medical records.

Machine learning to guide clinical decision-making in abdominal surgery—a systematic literature review

Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism

Precision Medicine—Are We There Yet? A Narrative Review of Precision Medicine’s Applicability in Primary Care

Physician beliefs about the impact of meaningful use of the EHR

A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study

A Predictive Model for the Risk of Mental Illness in Nigeria Using Data Mining

Personalized Impression Generation for PET Reports Using Large Language Models

An experimental study of integrating fine-tuned large language models and prompts for enhancing mental health support chatbot system

Discovering Composite Lifestyle Biomarkers With Artificial Intelligence From Clinical Studies to Enable Smart eHealth and Digital Therapeutic Services

Prevalence and patterns of multimorbidity in chronic diseases in Guangzhou, China: a data mining study in the residents’ health records system among 31 708 community-dwelling elderly people

Inherent Bias in Electronic Health Records: A Scoping Review of Sources of Bias

A flexible data-driven comorbidity feature extraction framework

Prediction of Length of Stay in the Emergency Department for COVID-19 Patients: A Machine Learning Approach