Automatic Diagnosis of Pathological Myopia from Heterogeneous Biomedical Data
نویسندگان
چکیده
منابع مشابه
Automatic Diagnosis of Pathological Myopia from Heterogeneous Biomedical Data
Pathological myopia is one of the leading causes of blindness worldwide. The condition is particularly prevalent in Asia. Unlike myopia, pathological myopia is accompanied by degenerative changes in the retina, which if left untreated can lead to irrecoverable vision loss. The accurate diagnosis of pathological myopia will enable timely intervention and facilitate better disease management to s...
متن کاملFeature selection from heterogeneous biomedical data
Modern personalised medicine uses high dimensional genomic data to perform customised diagnostic/prognostic. In addition, physicians record several medical parameters to evaluate some clinical status. In this thesis we are interested in jointly using those different but complementary kinds of variables to perform classification tasks. Our main goal is to provide interpretability to predictive m...
متن کاملHomogenising Access to Heterogeneous Biomedical Data Sources
This paper reports our experiences of developing data access services in the context of the ACGT project. The paper documents two aspects of the work that we carried out. First the focus is on the problem of how to best provide a syntactically homogeneous data access interface for a set of heterogeneous data sources. We describe related work, outline the approach we have taken, and report our f...
متن کاملSIB: Managing the Integration of Heterogeneous Biomedical Data
1 The Challenge and Potential Impact New discoveries in biology rely increasingly on the integration of data from disparate sources. For example, the Cancer Genome Atlas generates a wealth of data about several cancers, including sequence information, copy number and epigenomic changes, expression and proteomic profiling, and detailed clinical and pathological information. Integrating all of th...
متن کامل1324 Indocyanine green angiography and pathological myopia
Background and purpose: A likely explanation for the increase in lens fluorescence with aging and the acceleration of this process in patients with diabetes, is that lens proteins are altered by non-enzymatic glycosylation and the further steps of the Maillard reaction. Thus, the lens fluorescence intensity appears to represent a cumulative index of glycemia over the entire lifetime of the subj...
متن کاملذخیره 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: PLoS ONE
سال: 2013
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0065736