AIMC Topic: Netherlands

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A Nationwide Study of Clinical Outcomes After Robot-Assisted Coronary Artery Bypass Surgery and Hybrid Revascularization in the Netherlands.

Innovations (Philadelphia, Pa.) Feb 20, 2023
OBJECTIVE: Robot-assisted minimally invasive direct coronary artery bypass (RA-MIDCAB) surgery and hybrid coronary revascularization (HCR) are minimally invasive alternative strategies to conventional coronary artery bypass surgery in patients with i...
Humans Coronary Artery Disease Myocardial Infarction Netherlands Coronary Artery Bypass Treatment Outcome Robotics Minimally Invasive Surgical Procedures Percutaneous Coronary Intervention
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A machine learning approach to small area estimation: predicting the health, housing and well-being of the population of Netherlands.

International journal of health geographics Jun 6, 2022
BACKGROUND: Local policymakers require information about public health, housing and well-being at small geographical areas. A municipality can for example use this information to organize targeted activities with the aim of improving the well-being o...
Models, Statistical Netherlands Housing Humans Machine Learning Residence Characteristics
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The Potential Cost-Effectiveness of a Machine Learning Tool That Can Prevent Untimely Intensive Care Unit Discharge.

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research Oct 22, 2021
OBJECTIVES: The machine learning prediction model Pacmed Critical (PC), currently under development, may guide intensivists in their decision-making process on the most appropriate time to discharge a patient from the intensive care unit (ICU). Given...
Patient Readmission Humans Quality-Adjusted Life Years Machine Learning Intensive Care Units Netherlands Decision Making Cost-Benefit Analysis Patient Discharge Markov Chains Models, Economic
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Do People Favor Artificial Intelligence Over Physicians? A Survey Among the General Population and Their View on Artificial Intelligence in Medicine.

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research Oct 13, 2021
OBJECTIVES: To investigate the general population's view on artificial intelligence (AI) in medicine with specific emphasis on 3 areas that have experienced major progress in AI research in the past few years, namely radiology, robotic surgery, and d...
Sex Factors Sociodemographic Factors Robotic Surgical Procedures Male Prospective Studies Surveys and Questionnaires Dermatology Trust Female Humans Netherlands Health Knowledge, Attitudes, Practice Middle Aged Aged Artificial Intelligence Age Factors Adult Radiology Physicians
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Predicting Future Service Use in Dutch Mental Healthcare: A Machine Learning Approach.

Administration and policy in mental health Aug 31, 2021
A mental healthcare system in which the scarce resources are equitably and efficiently allocated, benefits from a predictive model about expected service use. The skewness in service use is a challenge for such models. In this study, we applied a mac...
Humans Machine Learning Delivery of Health Care Mental Health Services Netherlands
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Deep-learning based monitoring of FOG layer dynamics in wastewater pumping stations.

Water research Jul 31, 2021
Accumulation of fat, oil and grease (FOG) in the sumps of wastewater pumping stations is a common failure cause for these facilities. Floating solids are often not transported by the pump suction inlets and the individual solids can accumulate to sti...
Netherlands Hydrocarbons Wastewater Deep Learning Water
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Intermediate-term survival of robot-assisted versus open radical cystectomy for muscle-invasive and high-risk non-muscle invasive bladder cancer in The Netherlands.

Urologic oncology Jul 22, 2021
BACKGROUND: Radical cystectomy with pelvic lymph node dissection is the recommended treatment in non-metastatic muscle-invasive bladder cancer (MIBC). In randomised trials, robot-assisted radical cystectomy (RARC) showed non-inferior short-term oncol...
Humans Retrospective Studies Survival Analysis Urinary Bladder Neoplasms Female Cystectomy Robotics Aged Robotic Surgical Procedures Male Netherlands
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Understanding importance of clinical biomarkers for diagnosis of anxiety disorders using machine learning models.

PloS one May 10, 2021
Anxiety disorders are a group of mental illnesses that cause constant and overwhelming feelings of anxiety and fear. Excessive anxiety can make an individual avoid work, school, family get-togethers, and other social situations that in turn might amp...
Male Middle Aged Anxiety Disorders Machine Learning Phobia, Social Databases, Factual Humans Netherlands Biomarkers Female Panic Disorder Agoraphobia
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Predictors of 30-Day Mortality Among Dutch Patients Undergoing Colorectal Cancer Surgery, 2011-2016.

JAMA network open Apr 1, 2021
IMPORTANCE: Quality improvement programs for colorectal cancer surgery have been introduced with benchmarking based on quality indicators, such as mortality. Detailed (pre)operative characteristics may offer relevant information for proper case-mix c...
Patient Readmission Colectomy Multivariate Analysis Mortality Laparoscopy Myocardial Infarction Netherlands Middle Aged Comorbidity Length of Stay Logistic Models Hypertension Support Vector Machine Area Under Curve Pulmonary Disease, Chronic Obstructive Asthma Humans Risk Factors Colorectal Neoplasms Machine Learning Aged Male Intensive Care Units Aged, 80 and over Female
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Explainable machine learning can outperform Cox regression predictions and provide insights in breast cancer survival.

Scientific reports Mar 26, 2021
Cox Proportional Hazards (CPH) analysis is the standard for survival analysis in oncology. Recently, several machine learning (ML) techniques have been adapted for this task. Although they have shown to yield results at least as good as classical met...
Support Vector Machine Female Registries Survival Rate Humans Netherlands Breast Neoplasms Machine Learning Risk Assessment Prognosis
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