Diabetes

DAPD: A Knowledgebase for Diabetes Associated Proteins.

Recent advancements in genomics and proteomics provide a solid foundation for understanding the pathogenesis of diabetes. Proteomics of diabetes associated pathways help to identify the most potent target for the management of diabetes. The relevant datasets are scattered in various prominent sources which takes much time to select the therapeutic target for the clinical management of diabetes. Ho...

Knowledge-Based Personal Health System to empower outpatients of diabetes mellitus by means of P4 Medicine.

Diabetes Mellitus (DM) affects hundreds of millions of people worldwide and it imposes a large economic burden on healthcare systems. We present a web patient empowering system (PHSP4) that ensures continuous monitoring and assessment of the health state of patients with DM (type I and II). PHSP4 is a Knowledge-Based Personal Health System (PHS) which follows the trend of P4 Medicine (Personalized...

Jump neural network for real-time prediction of glucose concentration.

Prediction of the future value of a variable is of central importance in a wide variety of fields, including economy and finance, meteorology, informa...

A Study of Applications of Machine Learning Based Classification Methods for Virtual Screening of Lead Molecules.

The ligand-based virtual screening of combinatorial libraries employs a number of statistical modeling and machine learning methods. A comprehensive a...

Generation of Natural-Language Textual Summaries from Longitudinal Clinical Records.

Physicians are required to interpret, abstract and present in free-text large amounts of clinical data in their daily tasks. This is especially true f...

Fuzzy linguistic prediction model for sinoatrial node field potential analysis in acute hyperglycemia environment.

The objective of this study is to build a fuzzy linguistic prediction model (FLPM) for analyzing the actuation duration of acute hyperglycemia to sino...

Robot-assisted training to improve proprioception does benefit from added vibro-tactile feedback.

Proprioception is central for motor control and its role must also be taken into account when designing motor rehabilitation training protocols. This ...

Online prediction of glucose concentration in type 1 diabetes using extreme learning machines.

We propose an online machine-learning solution to the problem of nonlinear glucose time series prediction in type 1 diabetes. Recently, extreme learni...

A Vitamin D-Calcium-Fortified Yogurt Drink Decreased Serum PTH but did not Affect Osteocalcin in Subjects with Type 2 Diabetes.

INTRODUCTION: There is sparse evidence of the effect of vitamin D on bone biomarkers in diabetic patients, and therefore, in a randomized clinical tri...

Association between thyroid hormone levels and insulin resistance and body mass index.

OBJECTIVE: Previous studies have shown an association between thyroid function and insulin resistance and obesity. We compared insulin resistance and ...

Evaluation of insulin resistance and plasma levels for visfatin and resistin in obese and non-obese patients with polycystic ovary syndrome.

This study was designed to evaluate insulin resistance and plasma levels of visfatin and resistin in obese and non-obese patients with polycystic ovar...