AIMC Topic: ROC Curve
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Predictive factors of spontaneous CMV DNAemia clearance in kidney transplantation.
Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology
Dec 29, 2017
UNLABELLED: Cytomegalovirus (CMV) infection occurs frequently after solid organ transplantation. Therapeutic strategies, in particular when to start a curative treatment, has not yet been defined. The purpose of this study was to assess predictive fa...
Prognostic values of the integrated model incorporating the volume of metastatic regional cervical lymph node and pretreatment serum Epstein-Barr virus DNA copy number in predicting distant metastasis in patients with N1 nasopharyngeal carcinoma.
Chinese journal of cancer
Dec 29, 2017
BACKGROUND: According to the 7th edition of the American Joint Committee on Cancer (AJCC) staging system, over 50% of patients with nasopharyngeal carcinoma (NPC) have N1 disease at initial diagnosis. However, patients with N1 NPC are relatively unde...
Deep Convolutional Neural Networks Enable Discrimination of Heterogeneous Digital Pathology Images.
EBioMedicine
Dec 28, 2017
Pathological evaluation of tumor tissue is pivotal for diagnosis in cancer patients and automated image analysis approaches have great potential to increase precision of diagnosis and help reduce human error. In this study, we utilize several computa...
CNN-BLPred: a Convolutional neural network based predictor for β-Lactamases (BL) and their classes.
BMC bioinformatics
Dec 28, 2017
BACKGROUND: The β-Lactamase (BL) enzyme family is an important class of enzymes that plays a key role in bacterial resistance to antibiotics. As the newly identified number of BL enzymes is increasing daily, it is imperative to develop a computationa...
Identifying term relations cross different gene ontology categories.
BMC bioinformatics
Dec 28, 2017
BACKGROUND: The Gene Ontology (GO) is a community-based bioinformatics resource that employs ontologies to represent biological knowledge and describes information about gene and gene product function. GO includes three independent categories: molecu...
Deep learning architectures for multi-label classification of intelligent health risk prediction.
BMC bioinformatics
Dec 28, 2017
BACKGROUND: Multi-label classification of data remains to be a challenging problem. Because of the complexity of the data, it is sometimes difficult to infer information about classes that are not mutually exclusive. For medical data, patients could ...
Effective computational detection of piRNAs using n-gram models and support vector machine.
BMC bioinformatics
Dec 28, 2017
BACKGROUND: Piwi-interacting RNAs (piRNAs) are a new class of small non-coding RNAs that are known to be associated with RNA silencing. The piRNAs play an important role in protecting the genome from invasive transposons in the germline. Recent studi...
Development of models for predicting Torsade de Pointes cardiac arrhythmias using perceptron neural networks.
BMC bioinformatics
Dec 28, 2017
BACKGROUND: Blockage of some ion channels and in particular, the hERG (human Ether-a'-go-go-Related Gene) cardiac potassium channel delays cardiac repolarization and can induce arrhythmia. In some cases it leads to a potentially life-threatening arrh...
Overexpression of EMMPRIN is associated with lymph node metastasis and advanced stage of non-small cell lung cancer: a retrospective study.
BMC pulmonary medicine
Dec 28, 2017
BACKGROUND: Previous studies show that overexpression of EMMPRIN involved in the malignant biological behavior of tumors. This investigation was to disclose the expression status of EMMPRIN in non-small cell lung cancer (NSCLC) and its clinical value...
Serum level of interleukin-6 (IL-6) and N-terminal propeptide of procollagen type I (PINP) in patients with liver diseases.
Scandinavian journal of clinical and laboratory investigation
Dec 22, 2017
INTRODUCTION: The aim of this study was to evaluate the concentration of interleukin-6 and N-terminal propeptide of procollagen type I and their relationship in liver diseases of different etiologies.
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