AIMC Journal:
Studies in health technology and informatics
Showing 661 to 670 of 1278 articles
Scaling AI Projects for Radiology - Causes and Consequences.
Studies in health technology and informatics
May 25, 2022
Artificial intelligence (AI) for radiology has the potential to handle an ever-increasing volume of imaging examinations. However, the implementation of AI for clinical practice has not lived up to expectations. We suggest that a key problem with AI ...
User Satisfaction with an AI System for Chest X-Ray Analysis Implemented in a Hospital's Emergency Setting.
Studies in health technology and informatics
May 25, 2022
The acceptance of artificial intelligence (AI) systems by health professionals is crucial to obtain a positive impact on the diagnosis pathway. We evaluated user satisfaction with an AI system for the automated detection of findings in chest x-rays, ...
Towards the Application of Machine Learning in Emergency Informatics.
Studies in health technology and informatics
May 20, 2022
Emergency care is one of the cornerstone parts of the world health organization's action plan. Rapid response and immediate care are considered in agile emergency care. Artificial intelligence (AI) and informatics have been applied to fulfill these r...
Development of an Architecture to Implement Machine Learning Based Risk Prediction in Clinical Routine: A Service-Oriented Approach.
Studies in health technology and informatics
May 16, 2022
BACKGROUND: Patients at risk of developing a disease have to be identified at an early stage to enable prevention. One way of early detection is the use of machine learning based prediction models trained on electronic health records.
Service Robots for Context Recognition in Smart Environments.
Studies in health technology and informatics
May 16, 2022
BACKGROUND: A new concept for context recognition involves a smart home system, wearables, and service robots.
SAINTENS: Self-Attention and Intersample Attention Transformer for Digital Biomarker Development Using Tabular Healthcare Real World Data.
Studies in health technology and informatics
May 16, 2022
BACKGROUND: Deep learning currently struggles with tabular data, but it can benefit from multimodal learning. SAINT is a deep learning model for tabular data on which we base our presented developments.
Electrocardiogram Delineation Using Deep Neural Networks.
Studies in health technology and informatics
May 16, 2022
BACKGROUND: In recent years, there has been a rising interest in the application of deep neural networks (DNN) for the delineation of the electrocardiogram (ECG).
Promoting the Importance of Recall Visits Among Dental Patients in India Using a Semi-Autonomous AI System.
Studies in health technology and informatics
May 16, 2022
In many developing countries like India, there is a widespread lack of general awareness about the importance of good oral health, which causes dental patients to neglect their oral hygiene, thus precipitating many long-term ailments. We developed an...
Classifying Numbers from EEG Data - Which Neural Network Architecture Performs Best?
Studies in health technology and informatics
May 16, 2022
This paper presents a comparison of deep learning models for classifying P300 events, i.e., event-related potentials of the brain triggered during the human decision-making process. The evaluated models include CNN, (Bi | Deep | CNN-) LSTM, ConvLSTM,...
The Digital Transformation of Mental Health Care and Psychotherapy - A Market and Research Maturity Analysis.
Studies in health technology and informatics
May 16, 2022
Digital technology trends for mental health, instantiated with only emerging use cases or already established applications, offer significant potential to improve clinical therapy and care. In this paper, we identify five major trends, mHealth/eHealt...
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