Various-Scale Identification of Cognitive Impairments and Emotional Disorders

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Background

Both cognitive impairments and emotional disorders are common problems in neurological practice. Much is known regarding the physical characteristics, comorbid symptoms, psychological makeup, and psychological performance of patients. In the past decade, there has been an increasing interest in this group of disorders both from a clinical as well as a research point of view. Therefore, we hope to highlight some of the most salient and exciting researches from recent years on the evaluation and prediction of cognitive impairments and emotional disorders at various scales, such as cellular, molecular, voxel, network, etc. This Research Topic will focus on new findings illuminating mechanisms and studies examining treatment, as well as applications that reflect artificial intelligence, big data, and other new technologies.

The pathogenesis and clinical treatment are very complex to cognitive impairments and emotional disorders. At present, most patients often have no obvious imaging changes, no specific pathogenic genes have been found, and the therapeutic effect is not satisfactory. It is very important for the evaluation and prediction of functional neurological disorders to further discuss the pathogenesis and physiological process with advanced experimental means and computational methods.

This Research Topic aims to provide a forum to update and discuss some recent advances in identifying cognitive impairments and emotional disorders at various scales, including new discoveries, challenges, opportunities, methods, and specific applications.

Both original research and review articles are welcome. Studies should focus on major trends and challenges in this field. The potential scope includes but are not limited to the following:

1. Cognitive impairments and emotional disorders mechanisms

2. Evaluation and prediction at various scales: cellular, molecular, voxel, network, etc.

3. Artificial intelligence applications: machine learning, transfer learning, attentional neural network, graph neural network, etc.

4. Big data analysis in genomics and molecular imaging

5. Identification of concomitant cognitive impairment and emotional disorders

6. New discoveries about disease sites and therapeutic targets

7. Neurological regulation and drug intervention

Keywords: Evaluation, Prediction, Cognitive Impairment, Emotional Disorder, Various-Scale, Artificial intelligence, Genomics, Molecular Imaging

Important note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.

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