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Databases, Factual
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Link prediction in drug-target interactions network using similarity indices.
BMC bioinformatics
Jan 17, 2017
BACKGROUND: In silico drug-target interaction (DTI) prediction plays an integral role in drug repositioning: the discovery of new uses for existing drugs. One popular method of drug repositioning is network-based DTI prediction, which uses complex ne...
Active Self-Paced Learning for Cost-Effective and Progressive Face Identification.
IEEE transactions on pattern analysis and machine intelligence
Jan 16, 2017
This paper aims to develop a novel cost-effective framework for face identification, which progressively maintains a batch of classifiers with the increasing face images of different individuals. By naturally combining two recently rising techniques:...
Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis.
IEEE transactions on cybernetics
Jan 16, 2017
Accurate identification and understanding informative feature is important for early Alzheimer's disease (AD) prognosis and diagnosis. In this paper, we propose a novel discriminative sparse learning method with relational regularization to jointly p...
Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection.
Computational intelligence and neuroscience
Jan 15, 2017
In the emerging field of acoustic novelty detection, most research efforts are devoted to probabilistic approaches such as mixture models or state-space models. Only recent studies introduced (pseudo-)generative models for acoustic novelty detection ...
Impact of chromogranin A, differentiation, and mitoses in nonfunctional pancreatic neuroendocrine tumors ≤ 2 cm.
The Journal of surgical research
Dec 29, 2016
BACKGROUND: Small pancreatic neuroendocrine tumors (PNETs) are a unique subset of pancreatic neoplasms. Chromogranin A (CgA) levels, mitotic rate, and histologic differentiation are often used to characterize PNET behavior. This study evaluates the i...
Survival Analysis
Multivariate Analysis
Young Adult
Propensity Score
Retrospective Studies
Mitosis
Pancreatic Neoplasms
Chromogranin A
Adult
Humans
Female
Neuroendocrine Tumors
Cell Differentiation
Biomarkers, Tumor
Aged
Male
Neoplasm Staging
Aged, 80 and over
Middle Aged
Databases, Factual
Adolescent
Prognosis
Logistic Models
Correlating Quantitative Fecal Immunochemical Test Results with Neoplastic Findings on Colonoscopy in a Population-Based Colorectal Cancer Screening Program: A Prospective Study.
Canadian journal of gastroenterology & hepatology
Dec 26, 2016
. The Canadian Partnership Against Cancer (CPAC) recommends a fecal immunochemical test- (FIT-) positive predictive value (PPV) for all adenomas of ≥50%. We sought to assess FIT performance among average-risk participants of the British Columbia Colo...
Intelligent Noninvasive Diagnosis of Aneuploidy: Raw Values and Highly Imbalanced Dataset.
IEEE journal of biomedical and health informatics
Dec 22, 2016
The objective of this paper is to introduce a noninvasive diagnosis procedure for aneuploidy and to minimize the social and financial cost of prenatal diagnosis tests that are performed for fetal aneuploidies in an early stage of pregnancy. We propos...
Classification of Suncus murinus species complex (Soricidae: Crocidurinae) in Peninsular Malaysia using image analysis and machine learning approaches.
BMC bioinformatics
Dec 22, 2016
BACKGROUND: Taxonomists frequently identify specimen from various populations based on the morphological characteristics and molecular data. This study looks into another invasive process in identification of house shrew (Suncus murinus) using image ...
Theoretical and Empirical Analysis of a Spatial EA Parallel Boosting Algorithm.
Evolutionary computation
Dec 16, 2016
Many real-world problems involve massive amounts of data. Under these circumstances learning algorithms often become prohibitively expensive, making scalability a pressing issue to be addressed. A common approach is to perform sampling to reduce the ...
Improving diagnostic recognition of primary hyperparathyroidism with machine learning.
Surgery
Dec 15, 2016
BACKGROUND: Parathyroidectomy offers the only cure for primary hyperparathyroidism, but today only 50% of primary hyperparathyroidism patients are referred for operation, in large part, because the condition is widely under-recognized. The diagnosis ...
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