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Biomedical subjects

J P Haton

Publications and source records attributed to J P Haton.

3 recordsLinked to original sources

Characterization of heart atrial fibrillation: proposal for a deterministic model.

Atrial Fibrillation (AFib) has been shown (e.g. Framingham Study) to increase stroke risk and to induce low cardiac output in patients. It is generally accepted that the mechanism of Atrial Fibrillation is reentry. In order to ease the study of AFib's, we propose a deterministic model that could be used in the characterization cardiac signals. The model is based on a linear combination of several "Atrial Flutter"-like signals. We therefore obtained AFib-like aspects. To demonstrate its usefulness we performed a power spectrum transform (i.e. scalar Fast Fourier Transform) of this model. As a result we found that this transform could not be used as is, could lead to errors in the interpretation of results. We expect that this model will help us to evaluate the relevance of mathematical transforms. This may lead to new findings in the classification of AFib, as well as to improvements in patients treatment, follow-up and survival.

Atrial Fibrillation↗

Atrial heart fibrillation modeling: a tool for adequate choice of signal processing functions.

Framingham Study showed that Atrial Fibrillation (AF) exposes the patient to an increased stroke risk and to low cardiac output. It is well known that the mechanism of Atrial Fibrillation is reentry. In order to facilitate AF's studies, we propose a deterministic model that can be used for cardiac signal characterization. The model is based on a linear combination of several "Atrial Flutter-like signals. We obtained AF-close aspects. To demonstrate its usefulness we performed a power spectrum transform (i.e. scalar Fast Fourier Transform) of this model. Thanks to the model we show that this transform cannot be used as is, and may induce errors in results interpretation. We also show based on the same example how to overcome the limitation with help of the model. We expect that this model will help in mathematical transforms relevance evaluation. This may lead to new findings in AF classification, and to improvement in patients' treatment, follow-up and survival.

Atrial Fibrillation↗

[The cortical column, a new processing unit for cortex-like networks].

We propose in this paper a new connectionnist model which is the result of a collaboration between computer science and neurobiology researchers. This model is based upon a cortical-like network close to cortical function simulation. We present its functional and architectural characteristics together with the very encouraging results obtained for the first simulations on the visual and auditory cortical functions in speech and character recognition.

Auditory Cortex↗