AIMC Topic: Biology

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Network Biology and Medicine to Rescue: Applications for Retinal Disease Mechanisms and Therapy.

Advances in experimental medicine and biology
Inherited retinal degenerations (IRDs) are clinically and genetically heterogenous blinding diseases that manifest through dysfunction of target cells, photoreceptors, and retinal pigment epithelium (RPE) in the retina. Despite knowledge of numerous ...

[Medical biology in France: evolution and issues].

Annales de biologie clinique
Medical biology is an essential part of patient care, both for the diagnosis and monitoring of diseases and for certain therapeutic advances. However, in recent years, it has been confronted with fundamental questions concerning its future. This repo...

The application of artificial intelligence to biology and neuroscience.

Cell
Over the last decade, the artificial intelligence (AI) has undergone a revolution that is poised to transform the economy, society, and science. The pace of progress is staggering, and problems that seemed intractable just a few years ago have now be...

Artificial Intelligence for Biology.

Integrative and comparative biology
Despite efforts to integrate research across different subdisciplines of biology, the scale of integration remains limited. We hypothesize that future generations of Artificial Intelligence (AI) technologies specifically adapted for biological scienc...

Deep Learning for Reintegrating Biology.

Integrative and comparative biology
The goal of this vision paper is to investigate the possible role that advanced machine learning techniques, especially deep learning (DL), could play in the reintegration of various biological disciplines. To achieve this goal, a series of operation...

A comparative biology approach to DNN modeling of vision: A focus on differences, not similarities.

Journal of vision
Deep neural networks (DNNs) have revolutionized computer science and are now widely used for neuroscientific research. A hot debate has ensued about the usefulness of DNNs as neuroscientific models of the human visual system; the debate centers on to...