AIMC Journal:
Studies in health technology and informatics

Showing 781 to 790 of 1278 articles

Integrating Socially Assistive Robots into Japanese Nursing Care.

Studies in health technology and informatics Jun 16, 2020
This paper presents experiences of integrating assistive robots in Japanese nursing care through semi-structured interviews and site observations at three nursing homes in Japan during the spring of 2019. The study looked at experiences with the robo...
Japan Aged Humans Robotics Nursing Homes
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Detecting Severe Incidents from Electronic Medical Records Using Machine Learning Methods.

Studies in health technology and informatics Jun 16, 2020
The goal of this research was to design a solution to detect non-reported incidents, especially severe incidents. To achieve this goal, we proposed a method to process electronic medical records and automatically extract clinical notes describing sev...
Risk Management Machine Learning Safety Management Electronic Health Records Medical Errors
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Deep Learning Approach for the Development of a Novel Predictive Model for Prostate Cancer.

Studies in health technology and informatics Jun 16, 2020
We developed a deep learning approach for accurate prediction of PCA patients one year earlier with minimal features from electronic health records. The area under the receiver operating curve for prediction of PCA was 0.94. Moreover, the sensitivity...
Prostatic Neoplasms Deep Learning Electronic Health Records Male Humans
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Classification of Histologic Images Using a Single Staining: Experiments with Deep Learning on Deconvolved Images.

Studies in health technology and informatics Jun 16, 2020
The automated analysis of digitized immunohistochemistry microscope slides is usually a challenging task, because markers should be analysed on the tumor area only. Tumor areas could be recognized on a different slide, stained with Haematoxylin-Eosin...
Neoplasms Humans Prospective Studies Image Interpretation, Computer-Assisted Staining and Labeling Deep Learning
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Automated Nerve Fibres Identification and Morphometry Analysis with Neural Network Based Tool in MATLAB.

Studies in health technology and informatics Jun 16, 2020
Analyses of nerve histology are core assays in basic and applied research and even in clinical setting. Detailed report on nerve morphology may unbiasedly indicate the current state of a peripheral nerve. Manual method requires trained technician and...
Neural Networks, Computer Nerve Fibers Image Processing, Computer-Assisted
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Advanced Machine Learning in Prediction of Second Primary Cancer in Colorectal Cancer.

Studies in health technology and informatics Jun 16, 2020
Colorectal cancer (CRC) ranked third among most commonly diagnosed cancers worldwide. The onset of second primary cancer (SPC) is an important indicator in treating CRC. We tried to use the advanced machine learning method in order to find the factor...
Neoplasms, Second Primary Support Vector Machine Taiwan Neoplasm Recurrence, Local Humans Colorectal Neoplasms Machine Learning
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Autonomous Systems and Artificial Intelligence in Healthcare Transformation to 5P Medicine - Ethical Challenges.

Studies in health technology and informatics Jun 16, 2020
The paper introduces a structured approach to transforming healthcare towards personalized, preventive, predictive, participative precision (P5) medicine and the related organizational, methodological and technological requirements. Thereby, the depl...
Morals Delivery of Health Care Medicine Artificial Intelligence
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Social Robots for Elderly Care: An Inventory of Promising Use Cases and Business Models.

Studies in health technology and informatics Jun 16, 2020
This paper discusses a study that aimed to elicit promising application areas and potential business models for social robotics in healthcare. For this goal, we conducted focus groups with care professionals and the management of elderly care organiz...
Humans Robotics Netherlands Aged Delivery of Health Care Focus Groups Germany
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Investigating the Barriers to Physician Adoption of an Artificial Intelligence- Based Decision Support System in Emergency Care: An Interpretative Qualitative Study.

Studies in health technology and informatics Jun 16, 2020
The development of artificial intelligence (AI) systems to support diagnostic decision-making is rapidly expanding in health care. However, important challenges remain in executing algorithmic systems at the frontlines of clinical practice. Hence, mo...
Delivery of Health Care Artificial Intelligence Canada Emergency Medical Services Humans Qualitative Research
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The Smart Device System for Movement Disorders: Preliminary Evaluation of Diagnostic Accuracy in a Prospective Study.

Studies in health technology and informatics Jun 16, 2020
Consumer wearables can provide objective monitoring of movement disorders and may identify new phenotypical biomarkers. We present a novel smartwatch-based prototype, which is implemented as a prospective study in neurology. A full-stack Machine Lear...
Humans Neural Networks, Computer Support Vector Machine Prospective Studies Machine Learning Parkinson Disease
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