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Ablation (artificial intelligence) - Wikipedia
In artificial intelligence (AI), particularly machine learning (ML), ablation is the removal of a component of an AI system. An ablation study studies the performance of an AI system by removing certain components, to understand the contribution of the component to the overall system. The term is by analogy with biology (removal of components of an organism), and, continuing the analogy, is particularly used in the analysis of artificial neural nets, by analogy with ablative brain surgery. Ablation studies require that the system exhibit gra…
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[1901.08644] Ablation Studies in Artificial Neural Networks
Jan 24, 2019 · Abstract: Ablation studies have been widely used in the field of neuroscience to tackle complex biological systems such as the extensively studied Drosophila central nervous system, the vertebrate brain …
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Ablation Therapy Clinical Trials - Mayo Clinic Research
Jun 19, 2019 · The purpose of this study is to examine characteristic (electrophysiological) of ventricular arrhythmias, ablation technique and outcomes in patients with prosthetic valve. ETHANOL ABLATION FOR …
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regression - What is an ablation study? And is there a ...
Dec 03, 2018 · The term “Ablation study” has its roots in the field of experimental neuropsychology of the 1960s and 1970s, where parts of animals’ brains were removed to study the effect that this had on their behaviour. …
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In the context of deep learning, what is an ablation study ...
An ablation study is where you systematically remove parts of the input to see which parts of the input are relevant to the networks output. It is derived from similar experiments in psychology which are used to …
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Qingkai's Blog: What is ablation study in machine learning
Dec 21, 2017 · This way, we can easily see the effect of the fine-tuning. The following I copied from the answer of Jonathan Uesato on Quora, it explains very well: An ablation study typically refers to removing some …
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Cardiac ablation - Mayo Clinic
Mar 05, 2021 · Your doctor uses this information to identify the area that is causing your arrhythmia and to decide where to apply the ablation. This part of the procedure is called an electrophysiology (EP) study. One …
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Should I have an ablation?
There are lots of good reasons to have an ablation. It can often stop AFib, and it can also: Help prevent blood clots and strokes. Relieve shortness of breath and tiredness. Reduce your need for blood thinners and heart rhythm drugs. Help you exercise more often and for longer amounts of time.
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How does ablation help?
Catheter ablation is also used to help control other heart rhythm problems such as atrial flutter and atrial fibrillation. Catheter ablation destroys the abnormal tissue without damaging the rest of the heart.
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How successful is ablation for AFIB?
Even with patients who appear to be ideal candidates for ablation of atrial fibrillation, the long-term (three-year) success rate after a single ablation procedure is only about 50 percent. With repeated ablation procedures, the success rate is reported to be as high as 80 percent.
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