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Automatic Segmentation of Acute Ischemic Stroke From DWI Using 3-D Fully Convolutional DenseNets.
IEEE transactions on medical imaging
Mar 30, 2018
Acute ischemic stroke is recognized as a common cerebral vascular disease in aging people. Accurate diagnosis and timely treatment can effectively improve the blood supply of the ischemic area and reduce the risk of disability or even death. Understa...
A new approach for safe planning transfer using semi-automatically adjustable instrument guides.
The international journal of medical robotics + computer assisted surgery : MRCAS
Mar 30, 2018
Accurate planning transfer is a prerequisite for successful operative care. For different applications, diverse computer-assisted systems have been developed and clinically evaluated. This paper presents the implementation and evaluation of a new mod...
Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image.
Medical image analysis
Mar 30, 2018
Recently, more and more attention is drawn to the field of medical image synthesis across modalities. Among them, the synthesis of computed tomography (CT) image from T1-weighted magnetic resonance (MR) image is of great importance, although the mapp...
Market penetration of intersection AEB: Characterizing avoided and residual straight crossing path accidents.
Accident; analysis and prevention
Mar 30, 2018
Car occupants account for one third of all junction fatalities in the European Union. Driver warning can reduce intersection accidents by up to 50 percent; adding Autonomous Emergency Braking (AEB) delivers a reduction of up to 70 percent. However, t...
The Engineering of Chemical Synthesis: Humans and Machines Working in Harmony.
Angewandte Chemie (International ed. in English)
Mar 30, 2018
"Chemical synthesis has previously tended to rely heavily on robust labour-intensive processes. We have been advocating a machine-assisted approach to synthesis for many years. To replace a bench chemist with a machine is not only unrealistic but imp...
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A survey on Barrett's esophagus analysis using machine learning.
Computers in biology and medicine
Mar 30, 2018
This work presents a systematic review concerning recent studies and technologies of machine learning for Barrett's esophagus (BE) diagnosis and treatment. The use of artificial intelligence is a brand new and promising way to evaluate such disease. ...
Pharmacological therapy selection of type 2 diabetes based on the SWARA and modified MULTIMOORA methods under a fuzzy environment.
Artificial intelligence in medicine
Mar 30, 2018
Medication selection for Type 2 Diabetes (T2D) is a challenging medical decision-making problem involving multiple medications that can be prescribed to control the patient's blood glucose. The wide range of hyperglycemia lowering agents with varying...
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Clinical Natural Language Processing in languages other than English: opportunities and challenges.
Journal of biomedical semantics
Mar 30, 2018
BACKGROUND: Natural language processing applied to clinical text or aimed at a clinical outcome has been thriving in recent years. This paper offers the first broad overview of clinical Natural Language Processing (NLP) for languages other than Engli...
MetStabOn-Online Platform for Metabolic Stability Predictions.
International journal of molecular sciences
Mar 30, 2018
Metabolic stability is an important parameter to be optimized during the complex process of designing new active compounds. Tuning this parameter with the simultaneous maintenance of a desired compound's activity is not an easy task due to the extrem...
Early robot-assisted gait retraining in non-ambulatory patients with stroke: a single blind randomized controlled trial.
European journal of physical and rehabilitation medicine
Mar 29, 2018
BACKGROUND: Restoration of walking function is a primary concern of neurorehabilitation with respect to the aspired social and vocational reintegration. To date, the best practice for improving gait early after stroke is still object of debate. On on...
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