AIMC Topic: Netherlands

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Introducing the NEMO-Lowlands iconic gesture dataset, collected through a gameful human-robot interaction.

Behavior research methods Oct 19, 2020
This paper describes a novel dataset of iconic gestures, together with a publicly available robot-based elicitation method to record these gestures, which consists of playing a game of charades with a humanoid robot. The game was deployed at a scienc...
Gestures Child Robotics Netherlands Humans Adult
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A machine-learning algorithm for neonatal seizure recognition: a multicentre, randomised, controlled trial.

The Lancet. Child & adolescent health Aug 27, 2020
BACKGROUND: Despite the availability of continuous conventional electroencephalography (cEEG), accurate diagnosis of neonatal seizures is challenging in clinical practice. Algorithms for decision support in the recognition of neonatal seizures could ...
Electroencephalography Seizures Netherlands United Kingdom Algorithms Sweden Infant Monitoring, Physiologic Humans Machine Learning Ireland Intensive Care, Neonatal
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[Robot-controlled MRI-guided transrectal prostate biopsy, a promising technique].

Nederlands tijdschrift voor geneeskunde Aug 25, 2020
At the so-called in-bore, MRI-guided prostate biopsy, the radiologist in the MRI suite manually directs a rectal biopsy needle guide at an abnormality confirmed by a previous prostate MRI. This manual technique of taking a biopsy is time-consuming an...
Robotics Prostatic Neoplasms Rectum Netherlands Image-Guided Biopsy Humans Biopsy, Needle Male Magnetic Resonance Imaging
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Implementation of artificial intelligence (AI) applications in radiology: hindering and facilitating factors.

European radiology May 26, 2020
OBJECTIVE: The objective was to identify barriers and facilitators to the implementation of artificial intelligence (AI) applications in clinical radiology in The Netherlands.
Qualitative Research Radiography Radiology Radiologists Humans Artificial Intelligence Program Development Data Collection Netherlands Program Evaluation
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Monitoring stance towards vaccination in twitter messages.

BMC medical informatics and decision making Feb 18, 2020
BACKGROUND: We developed a system to automatically classify stance towards vaccination in Twitter messages, with a focus on messages with a negative stance. Such a system makes it possible to monitor the ongoing stream of messages on social media, of...
ROC Curve Vaccination Support Vector Machine Social Media Humans Machine Learning Data Collection Netherlands
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Right Dose Right Now: bedside data-driven personalized antibiotic dosing in severe sepsis and septic shock - rationale and design of a multicenter randomized controlled superiority trial.

Trials Dec 18, 2019
BACKGROUND: Antibiotic exposure is often inadequate in critically ill patients with severe sepsis or septic shock and this is associated with worse outcomes. Despite markedly altered and rapidly changing pharmacokinetics in these patients, guidelines...
Equivalence Trials as Topic Shock, Septic Treatment Outcome Dose-Response Relationship, Drug Multicenter Studies as Topic Randomized Controlled Trials as Topic Drug Monitoring Netherlands Kaplan-Meier Estimate Adult Male Severity of Illness Index Humans Big Data Artificial Intelligence Anti-Bacterial Agents Research Design Intensive Care Units Female
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Patients' views on the implementation of artificial intelligence in radiology: development and validation of a standardized questionnaire.

European radiology Nov 8, 2019
OBJECTIVES: The patients' view on the implementation of artificial intelligence (AI) in radiology is still mainly unexplored territory. The aim of this article is to develop and validate a standardized patient questionnaire on the implementation of A...
Humans Artificial Intelligence Prospective Studies Reproducibility of Results Aged Aged, 80 and over Radiography Radiology Netherlands Attitude to Computers Attitude to Health Middle Aged Young Adult Surveys and Questionnaires Adult Psychometrics Male Adolescent
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The use of a machine-learning algorithm that predicts hypotension during surgery in combination with personalized treatment guidance: study protocol for a randomized clinical trial.

Trials Oct 11, 2019
BACKGROUND: Intraoperative hypotension is associated with increased morbidity and mortality. Current treatment is mostly reactive. The Hypotension Prediction Index (HPI) algorithm is able to predict hypotension minutes before the blood pressure actua...
Surgical Procedures, Operative Arterial Pressure Randomized Controlled Trials as Topic Predictive Value of Tests Hypotension Netherlands Blood Pressure Determination Risk Factors Treatment Outcome Risk Assessment Intraoperative Period Time Factors Monitoring, Intraoperative Humans Machine Learning Decision Support Techniques Prospective Studies
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From protocolized to person-centered chronic care in general practice: study protocol of an action-based research project (COPILOT).

Primary health care research & development Sep 24, 2019
AIM: To develop a proactive person-centered care approach for persons with (multiple) chronic diseases in general practice, and to explore the impact on 'Quadruple aims': experiences of patients and professionals, patient outcomes and costs of resour...
Pilot Projects Humans Patient Reported Outcome Measures Chronic Disease Research Design Health Services Research Patient-Centered Care General Practice Comorbidity Netherlands
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Learning to detect lymphocytes in immunohistochemistry with deep learning.

Medical image analysis Aug 21, 2019
The immune system is of critical importance in the development of cancer. The evasion of destruction by the immune system is one of the emerging hallmarks of cancer. We have built a dataset of 171,166 manually annotated CD3 and CD8 cells, which we us...
Netherlands Artifacts Prostatic Neoplasms Humans Datasets as Topic Female Colonic Neoplasms Immunohistochemistry Breast Neoplasms Lymphocytes Male Deep Learning
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