Colorectal cancer subtype identification from differential gene expression levels using minimalist deep learning

Abstract Background Cancer molecular subtyping plays a critical role in individualized patient treatment.In previous studies, high-throughput gene expression signature-based methods have been proposed to identify cancer subtypes.Unfortunately, the existing ones suffer from the curse of dimensionality, data sparsity, and computational deficiency.Met

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Use of web-based health information portals in primary health care: Experience from a rural Primary Health Centre in Haryana

Background: Health care informatics is the scientific field that deals with the data capture, storage, retrieval, and use of biomedical data, information, and knowledge for problem solving and decision-making.The objectives of the study were to describe the web-based portals used at the Primary Health Centre (PHC) and to appraise its utilization at

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Perceptual inequality between two neighboring time intervals defined by sound markers: correspondence between neurophysiological and psychological data

Brain activity related to time estimation processes in humans was analyzed using a perceptual phenomenon called auditory temporal assimilation.In a typical stimulus condition, two neighboring time intervals (T1 and T2 in this order) are perceived as equal even when the physical lengths of these time intervals are considerably different.Our previous

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