AIMC Topic: Netherlands

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Machine Learning Approach to Inpatient Violence Risk Assessment Using Routinely Collected Clinical Notes in Electronic Health Records.

JAMA network open Jul 3, 2019
IMPORTANCE: Inpatient violence remains a significant problem despite existing risk assessment methods. The lack of robustness and the high degree of effort needed to use current methods might be mitigated by using routinely registered clinical notes.
Prognosis Electronic Health Records Female Reproducibility of Results Risk Factors Humans Machine Learning Netherlands Violence Behavior Observation Techniques Hospitals, Psychiatric Aggression Adult Male Middle Aged Risk Assessment Inpatients
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Deep learning assisted mitotic counting for breast cancer.

Laboratory investigation; a journal of technical methods and pathology Jun 20, 2019
As part of routine histological grading, for every invasive breast cancer the mitotic count is assessed by counting mitoses in the (visually selected) region with the highest proliferative activity. Because this procedure is prone to subjectivity, th...
Observer Variation Female Humans Mitotic Index Reproducibility of Results Neural Networks, Computer Aged Prospective Studies Adult Retrospective Studies Breast Neoplasms Middle Aged Diagnosis, Computer-Assisted Deep Learning Cohort Studies Netherlands
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Predicting discharge placement after elective surgery for lumbar spinal stenosis using machine learning methods.

European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society Apr 2, 2019
PURPOSE: An excessive amount of total hospitalization is caused by delays due to patients waiting to be placed in a rehabilitation facility or skilled nursing facility (RF/SNF). An accurate preoperative prediction of who would need a RF/SNF place aft...
Humans Neural Networks, Computer Machine Learning Algorithms Postoperative Care Elective Surgical Procedures Lumbar Vertebrae Patient Discharge Spinal Stenosis Female Aged Male Middle Aged Predictive Value of Tests Skilled Nursing Facilities Netherlands Quality Improvement Patient Transfer Rehabilitation Centers
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Robot for health data acquisition among older adults: a pilot randomised controlled cross-over trial.

BMJ quality & safety Mar 20, 2019
BACKGROUND /OBJECTIVES: Healthcare professionals (HCP) are confronted with an increased demand for assessments of important health status measures, such as patient-reported outcome measurements (PROM), and the time this requires. The aim of this stud...
Time Cross-Over Studies Netherlands Patient Reported Outcome Measures Patient Satisfaction Humans Female Aged Aged, 80 and over Male Pilot Projects Surveys and Questionnaires Interviews as Topic Robotics
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[Robot-assisted transaxillary thyroid surgery; 5 years later].

Nederlands tijdschrift voor geneeskunde Mar 14, 2019
Five years ago, robot-assisted transaxillary thyroidectomy (RATT) was introduced in the Netherlands. The major advantage of this technique, when compared to the conventional approach, is the prevention of a potentially disfiguring scar in the neck. I...
Follow-Up Studies Axilla Robotics Cicatrix Netherlands Humans Thyroid Gland Time Factors Thyroidectomy
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Bone texture analysis for prediction of incident radiographic hip osteoarthritis using machine learning: data from the Cohort Hip and Cohort Knee (CHECK) study.

Osteoarthritis and cartilage Feb 28, 2019
OBJECTIVE: To assess the ability of radiography-based bone texture variables in proximal femur and acetabulum to predict incident radiographic hip osteoarthritis (rHOA) over a 10 years period.
Humans Arthroplasty, Replacement, Hip Femur Body Mass Index Middle Aged Osteoarthritis, Hip Acetabulum Machine Learning Incidence Fractals Area Under Curve Prospective Studies Cohort Studies Osteophyte Radiography Female ROC Curve Netherlands Male Image Processing, Computer-Assisted
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The oncological and surgical safety of robot-assisted surgery in colorectal cancer: outcomes of a longitudinal prospective cohort study.

Surgical endoscopy Jan 28, 2019
BACKGROUND: Colorectal cancer is one of the most common cancers worldwide. Laparoscopic colorectal surgery (LCRS) is a frequently used modality. A new development in minimally invasive surgery is robot-assisted colorectal surgery (RACRS).
Netherlands Colectomy Margins of Excision Intraoperative Complications Robotics Humans Neoplasm Staging Prospective Studies Neoplasm Recurrence, Local Disease-Free Survival Postoperative Complications Female Length of Stay Aged Incidence Survival Rate Follow-Up Studies Colorectal Neoplasms Operative Time Male
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Forecasting Pedestrian Movements Using Recurrent Neural Networks: An Application of Crowd Monitoring Data.

Sensors (Basel, Switzerland) Jan 18, 2019
Currently, effective crowd management based on the information provided by crowd monitoring systems is difficult as this information comes in at the moment adverse crowd movements are already occurring. Up to this moment, very little forecasting tech...
Neural Networks, Computer Algorithms Forecasting Reproducibility of Results Geographic Information Systems Pedestrians Netherlands Movement Crowding Humans
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Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier.

Medical image analysis Oct 22, 2018
Coronary artery centerline extraction in cardiac CT angiography (CCTA) images is a prerequisite for evaluation of stenoses and atherosclerotic plaque. In this work, we propose an algorithm that extracts coronary artery centerlines in CCTA using a con...
Netherlands Coronary Vessels Computed Tomography Angiography Algorithms Humans Retrospective Studies Neural Networks, Computer Contrast Media Radiographic Image Interpretation, Computer-Assisted
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The design and validation of a hybrid digital-signal-processing plug-in for traditional cochlear implant speech processors.

Computer methods and programs in biomedicine Mar 12, 2018
BACKGROUND AND OBJECTIVE: Cochlear implants (CIs) are electronic devices restoring partial hearing to deaf individuals with profound hearing loss. In this paper, a new plug-in for traditional IIR filter-banks (FBs) is presented for cochlear implants ...
Databases, Factual Netherlands Normal Distribution Humans Signal-To-Noise Ratio Reproducibility of Results Neural Networks, Computer Cochlear Implants Wavelet Analysis Speech Software Hearing Loss Signal Processing, Computer-Assisted Cochlear Implantation Algorithms Internet
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