Alle Papers – Machine Learning im Gesundheitswesen

Collaborative strategies for deploying AI-based physician decision support systems: challenges and deployment approaches

A Model for Adjusting for Nonignorable Verification Bias in Estimation of the ROC Curve and Its Area with Likelihood‐Based Approach

Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction

A simple neural vector space model for medical concept normalization using concept embeddings

Integrating Clinical Decision Support Into Electronic Health Record Systems Using a Novel Platform (EvidencePoint): Developmental Study

Chronic Kidney Disease Prediction Using Back Propagation Neural Network Algorithm

Handling Missing Values in Chronic Kidney Disease Datasets Using KNN, K-Means and K-Medoids Algorithms

A systematic review on early prediction of Mild cognitive impairment to alzheimers using machine learning algorithms

Explainable Stacking-Based Model for Predicting Hospital Readmission for Diabetic Patients

Record Linkage in the Cancer Registry of Tyrol, Austria

Exploiting Explicit and Implicit Item relationships for Session-based Recommendation

Local Interpretations for Explainable Natural Language Processing: A Survey

Primary Care Artificial Intelligence: A Branch Hiding in Plain Sight

M-SEQ: Early detection of anxiety and depression via temporal orders of diagnoses in electronic health data

GatorTron: A Large Language Model for Clinical Natural Language Processing

Estimating treatment effects for time-to-treatment antibiotic stewardship in sepsis

GPTFX: A Novel GPT-3 Based Framework for Mental Health Detection and Explanations

MedGCN: Graph convolutional networks for multiple medical tasks

Boosting Delirium Identification Accuracy With Sentiment-Based Natural Language Processing: Mixed Methods Study

Applications of artificial intelligence to improve patient flow on mental health inpatient units - Narrative literature review

Electronic medical record-based model to predict the risk of 90-day readmission for patients with heart failure

Comparing automated vs. manual data collection for COVID-specific medications from electronic health records

Machine Learning Applied to Kidney Disease Prediction: Comparison Study

Machine Learning and Artificial Intelligence in Intensive Care Medicine: Critical Recalibrations from Rule-Based Systems to Frontier Models

Application of artificial intelligence in the health management of chronic disease: bibliometric analysis