Alle Papers – Machine Learning im Gesundheitswesen

Adversarial Cooperative Imitation Learning for Dynamic Treatment Regimes✱

Health Insurance Cost Prediction using Machine Learning

Evolving medical informatics: from diagnosis to prognosis

On medical application of neural networks trained with various types of data

The Role of Artificial Intelligence in Nursing Care: An Umbrella Review

Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis

Multi-Time Attention Networks for Irregularly Sampled Time Series

Data-Resource Profile: United Kingdom Optimum Patient Care Research Database

Development, implementation, and prospective validation of a model to predict 60-day end-of-life in hospitalized adults upon admission at three sites

A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event data

Recommender System for the Efficient Treatment of COVID-19 Using a Convolutional Neural Network Model and Image Similarity

Guidelines on common cold for Traditional Chinese Medicine based on pattern differentiation

Using natural language processing to analyze unstructured patient-reported outcomes data derived from electronic health records for cancer populations: a systematic review

The Role of Electronic Medical Records in Reducing Unwarranted Clinical Variation in Acute Health Care: Systematic Review

Estimating Uncertainty in Deep Learning for Reporting Confidence to Clinicians when Segmenting Nuclei Image Data

A predictive framework in healthcare: Case study on cardiac arrest prediction

Type of Gradient Recalled-Echo Sequence Results in Size and Number Change of Cerebral Microbleeds: Fig 1.

A collaborative framework for Distributed Privacy-Preserving Support Vector Machine learning.

Classification of cancer-related death certificates using machine learning

Using Hybrid Model of Particle Swarm Optimization and Multi-Layer Perceptron Neural Networks for Classification of Diabetes

BadGPT: Exploring Security Vulnerabilities of ChatGPT via Backdoor Attacks to InstructGPT

A systematic review of annotation for surgical process model analysis in minimally invasive surgery based on video

Utility of MemTrax and Machine Learning Modeling in Classification of Mild Cognitive Impairment

Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients

An automated pipeline for analyzing medication event reports in clinical settings