AIMC Journal:
Studies in health technology and informatics

Showing 741 to 750 of 1278 articles

Gynecological Surgery and Machine Learning: Complications and Length of Stay Prediction.

Studies in health technology and informatics May 27, 2021
In this study we are developing predictive models for a length of stay after a gynecological surgery, complications and the length of the surgery using machine learning methods. The study was performed with the data of patients with the diseases of t...
Gynecologic Surgical Procedures Machine Learning Retrospective Studies Russia Length of Stay Female Humans
View on PubMed DOI

COVID-19 Image Segmentation Based on Deep Learning and Ensemble Learning.

Studies in health technology and informatics May 27, 2021
Medical imaging offers great potential for COVID-19 diagnosis and monitoring. Our work introduces an automated pipeline to segment areas of COVID-19 infection in CT scans using deep convolutional neural networks. Furthermore, we evaluate the performa...
COVID-19 Testing Image Processing, Computer-Assisted Humans Neural Networks, Computer SARS-CoV-2 Deep Learning COVID-19
View on PubMed DOI

Performance of SURF and SIFT Keypoints for the Automated Differentiation of Abnormality in Chest Radiographs.

Studies in health technology and informatics May 27, 2021
In this work, automated abnormality detection using keypoint information from Speeded-Up Robust feature (SURF) and Scale Invariant Feature Transform (SIFT) descriptors in chest Radiographic (CR) images is investigated and compared. Computerized image...
Algorithms Radiography Image Processing, Computer-Assisted Artificial Intelligence Pattern Recognition, Automated
View on PubMed DOI

Towards a Knowledge Graph-Based Explainable Decision Support System in Healthcare.

Studies in health technology and informatics May 27, 2021
The decisions derived from AI-based clinical decision support systems should be explainable and transparent so that the healthcare professionals can understand the rationale behind the predictions. To improve the explanations, knowledge graphs are a ...
Health Facilities Artificial Intelligence Delivery of Health Care Pattern Recognition, Automated Decision Support Systems, Clinical
View on PubMed DOI

GAN-Based Prediction of Time Series.

Studies in health technology and informatics May 27, 2021
The study aims at generating initial and directional insights in the applicability of conditional recurrent generative adversarial nets for the imputation and forecasting of medical time series data. Our experiment with blood pressure series showed t...
Learning Forecasting Neural Networks, Computer
View on PubMed DOI

Investigating the Impact of Misinformation Sources on Health Issues: Implications for Public Health.

Studies in health technology and informatics May 27, 2021
The aim of this work is to shortly provide the public with an overview about fake news and artificial intelligence (AI) technology. Especially in our days, where there is a high speed of spreading news, the impact of fake news on public health is cru...
Public Health Artificial Intelligence Communication Humans Technology
View on PubMed DOI

Clinical Relevance of Pharmacist Intervention: Development of a Named Entity Recognition Model on Unstructured Comments.

Studies in health technology and informatics May 27, 2021
We developed a clinical named entity recognition model to predict clinical relevance of pharmacist interventions (PIs) by identifying and labelling expressions from unstructured comments of PIs. Three labels, drug, kidney and dosage, had a great inte...
Humans Natural Language Processing Pharmacists
View on PubMed DOI

Emotion Recognition Using Spectral Feature from Facial Electromygraphy Signals for Human-Machine Interface.

Studies in health technology and informatics May 27, 2021
Recognition of the emotions demonstrated by human beings plays a crucial role in healthcare and human-machine interface. This paper reports an attempt to classify emotions using a spectral feature from facial electromyography (facial EMG) signals in ...
Humans Support Vector Machine Electromyography Face Emotions
View on PubMed DOI

Patient and Graph Embeddings for Predictive Diagnosis of Drug Iatrogenesis.

Studies in health technology and informatics May 27, 2021
In the context of the IA.TROMED project we intend to develop and evaluate original algorithmic methods that will rely on semantic enrichment of embeddings by combining new deep learning algorithms, such as models founded on transformers, and symbolic...
Humans Algorithms Artificial Intelligence Knowledge Bases Semantics Pharmaceutical Preparations
View on PubMed DOI

Clustering Results Interpretation of Continuous Variables Using Bayesian Inference.

Studies in health technology and informatics May 27, 2021
The present study is devoted to interpretable artificial intelligence in medicine. In our previous work we proposed an approach to clustering results interpretation based on Bayesian Inference. As an application case we used clinical pathways cluster...
Cluster Analysis Algorithms Bayes Theorem Artificial Intelligence
View on PubMed DOI
Popular Topics
Popular Journals