Tensor factorization toward precision medicine

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Tensor Factorization towards Precision Medicine

Precision medicine initiatives come amid the rapid growth in quantity and variety of biomedical data, which exceeds the capacity of matrix oriented data representations and many current analysis algorithms. Tensor factorizations extend the matrix view to multiple modalities and support dimensionality reduction methods that identify latent groups of data for meaningful summarization of both feat...

متن کامل

Toward precision medicine in Parkinson's disease.

Precision medicine refers to an innovative approach selected for disease prevention and health promotion according to the individual characteristics of each patient. The goal of precision medicine is to formulate prevention and treatment strategies based on each individual with novel physiological and pathological insights into a certain disease. A multidimensional data-driven approach is about...

متن کامل

Toward precision medicine in amyotrophic lateral sclerosis.

Precision medicine is an innovative approach that uses emerging biomedical technologies to deliver optimally targeted and timed interventions, customized to the molecular drivers of an individual's disease. This approach is only just beginning to be considered for treating amyotrophic lateral sclerosis (ALS). The clinical and biological complexities of ALS have hindered development of effective...

متن کامل

Toward precision medicine in myotonic syndromes

The large number of physiological processes regulated by voltage-gated sodium channels (Na v) and their role in many diseases make these channels highly interesting as targets for new drugs. Current research in the pharmaceutical industry mainly focuses on identifying sodium channel blockers that may have therapeutic application in widespread pathological conditions, including epilepsy, cardiac...

متن کامل

Pharmacometabolomics Informs Viromics toward Precision Medicine

Nowadays, we are experiencing the big data era with the emerging challenge of single data interpretation. Although the advent of high-throughput technologies as well as chemo- and bio-informatics tools presents pan-omics data as the way forward to precision medicine, personalized health care and tailored-made therapeutics can be only envisaged when interindividual variability in response to/tox...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Briefings in Bioinformatics

سال: 2016

ISSN: 1467-5463,1477-4054

DOI: 10.1093/bib/bbw026