AIMC Topic: 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...
Hydrocarbons Deep Learning Water Netherlands Wastewater
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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 Female Robotic Surgical Procedures Netherlands Survival Analysis Cystectomy Aged Male Urinary Bladder Neoplasms Robotics
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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...
Agoraphobia Machine Learning Phobia, Social Humans Databases, Factual Female Netherlands Biomarkers Male Panic Disorder Middle Aged Anxiety Disorders
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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...
Humans Machine Learning Intensive Care Units Pulmonary Disease, Chronic Obstructive Asthma Colorectal Neoplasms Male Female Risk Factors Aged Aged, 80 and over Laparoscopy Myocardial Infarction Netherlands Patient Readmission Colectomy Multivariate Analysis Mortality Logistic Models Hypertension Support Vector Machine Middle Aged Area Under Curve Comorbidity Length of Stay
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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...
Risk Assessment Support Vector Machine Prognosis Registries Female Humans Netherlands Survival Rate Machine Learning Breast Neoplasms
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[G5 can't do without 5G].

Nederlands tijdschrift voor geneeskunde Mar 19, 2021
In the Netherlands, 5 web-based systems co-exist in the public domain to provide relevant pharmacotherapeutic information for physicians, pharmacists and patients. Although these systems provide significant support to prescribers, still much can be i...
Humans Artificial Intelligence Physicians Internet Netherlands Medical Informatics Drug Prescriptions Pharmacists Databases, Pharmaceutical
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Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts.

Scientific reports Mar 19, 2021
Deep learning models based on medical images play an increasingly important role for cancer outcome prediction. The standard approach involves usage of convolutional neural networks (CNNs) to automatically extract relevant features from the patient's...
Quebec Probability Netherlands Tumor Burden Image Processing, Computer-Assisted Lymph Nodes Head and Neck Neoplasms Follow-Up Studies Neck Lymphatic Metastasis Italy Middle Aged Risk Assessment Deep Learning Time Factors Aged Biomarkers, Tumor Male Humans Prognosis Female Reproducibility of Results
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Lung cancer prediction by Deep Learning to identify benign lung nodules.

Lung cancer (Amsterdam, Netherlands) Jan 31, 2021
INTRODUCTION: Deep Learning has been proposed as promising tool to classify malignant nodules. Our aim was to retrospectively validate our Lung Cancer Prediction Convolutional Neural Network (LCP-CNN), which was trained on US screening data, on an in...
Lung Neoplasms Solitary Pulmonary Nodule Netherlands Germany Retrospective Studies Lung Deep Learning Humans Artificial Intelligence
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Modelization of Covid-19 pandemic spreading: A machine learning forecasting with relaxation scenarios of countermeasures.

Journal of infection and public health Jan 12, 2021
BACKGROUND & OBJECTIVE: Mathematical modeling is the most scientific technique to understand the evolution of natural phenomena, including the spread of infectious diseases. Therefore, these modeling tools have been widely used in epidemiology for pr...
Humans Machine Learning Pandemics Belgium Morocco COVID-19 Models, Theoretical Netherlands Russia
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Evaluation of a novel deep learning-based classifier for perifissural nodules.

European radiology Dec 2, 2020
OBJECTIVES: To evaluate the performance of a novel convolutional neural network (CNN) for the classification of typical perifissural nodules (PFN).
Multiple Pulmonary Nodules Humans Solitary Pulmonary Nodule Deep Learning Netherlands Lung Neoplasms
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