Alle Papers – Machine Learning im Gesundheitswesen

Leveraging Electronic Health Records and Machine Learning to Tailor Nursing Care for Patients at High Risk for Readmissions

Distributed learning from multiple EHR databases: Contextual embedding models for medical events

Critical Care, Critical Data

Large-Scale Structural Covariance Networks Predict Age in Middle-to-Late Adulthood: A Novel Brain Aging Biomarker

Optimal Training Sets for Bayesian Prediction of MeSH(R) Assignment

Snorkel MeTaL

A robust voting approach for diabetes prediction using traditional machine learning techniques

Effective multiple cancer disease diagnosis frameworks for improved healthcare using machine learning

CREDO: Efficient and privacy-preserving multi-level medical pre-diagnosis based on ML-kNN

An Empiric Modification to the Probabilistic Record Linkage Algorithm Using Frequency-Based Weight Scaling

EHR-KnowGen: Knowledge-enhanced multimodal learning for disease diagnosis generation

Counterfactual Explanations for Neural Recommenders

Ascertainment of Delirium Status Using Natural Language Processing From Electronic Health Records

Weighted ensemble model for image classification

FDA-Authorized AI/ML Tool for Sepsis Prediction: Development and Validation

Dynamic Prediction of Survival in Cystic Fibrosis

Attempts to Use Computers as Diagnostic Aids in Medical Decision Making: A Thirty-Year Experience

Impact of a Clinical Decision Support Tool on Dementia Diagnostics in Memory Clinics: The PredictND Validation Study

Using concept hierarchies to improve calculation of patient similarity

Are Randomized Controlled Trials the (G)old Standard? From Clinical Intelligence to Prescriptive Analytics

A Self-Interpretable Deep Learning Model for Seizure Prediction Using a Multi-Scale Prototypical Part Network

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

ChatGPT for Research and Publication: Opportunities and Challenges

An autonomous channel deep learning framework for blood glucose prediction

Neuroanatomical domain of the foundational model of anatomy ontology