A Novel Human Diabetes Biomarker Recognition Approach Using Fuzzy Rough Multigranulation Nearest Neighbour Classifier ModelInterdisciplinary Sciences: Computational Life Sciences - Tập 12 - Trang 461-475 - 2020
Swarup Kr Ghosh, Anupam Ghosh
The selection of gene identifier from microarray databases is a challenging task since microarray contains large number of gene attributes for a few samples. This article proposes a novel fuzzy-rough set-based gene expression features selection using fuzzy-rough reduct under multi-granular space for human diabetes patient. Firstly, fuzzy multi-granular gain has been computed from the expression da...... hiện toàn bộ
Predicting Km values of beta-glucosidases using cellobiose as substrateInterdisciplinary Sciences: Computational Life Sciences - Tập 4 - Trang 46-53 - 2012
Shao-Min Yan, De-Qiang Shi, Hao Nong, Guang Wu
The Michaelis-Menten constant Km is a very important parameter to relate enzyme with its substrate in enzymatic reaction. Although Km can be experimentally determined, the Km values are not easily available in literature. With rapid increase of newly designed enzymes, we face the shortage of parameters related to enzymatic reactions. The beta-glucosidase is a crucial enzyme for cellulose hydrolysi...... hiện toàn bộ
Differential Diagnosis of DCIS and Fibroadenoma Based on Ultrasound Images: a Difference-Based Self-Supervised ApproachInterdisciplinary Sciences: Computational Life Sciences - Tập 15 - Trang 262-272 - 2023
Jin Yin, Jia-Jun Qiu, Jing-Yan Liu, Yi-Yue Li, Qi-Cheng Lao, Xiao-Rong Zhong, Mengling Feng, Hao Du, Shao-Liang Peng, Yu-Lan Peng
Differentiation of ductal carcinoma in situ (DCIS, a precancerous lesion of the breast) from fibroadenoma (FA) using ultrasonography is significant for the early prevention of malignant breast tumors. Radiomics-based artificial intelligence (AI) can provide additional diagnostic information but usually requires extensive labeling efforts by clinicians with specialized knowledge. This study aims to...... hiện toàn bộ
Genetic ancestor of external antigens of pandemic influenza A/H1N1 virusInterdisciplinary Sciences: Computational Life Sciences - Tập 4 - Trang 282-290 - 2013
Ramaiah Arunachalam, Kanniah Paulkumar, Gurusamy Annadurai
The aim of the present investigation was to discover the genetic relationships of 2009 pandemic novel influenza A/H1N1 virus (NIV) external antigens Hemagglutinin (HA) and Neuraminidase (NA) with other influenza viruses by performing phylogenetic, comparative and statistical analyses. Phylogenetic trees of these two antigens show that the sequences of the NIV viruses are relatively homogeneous and...... hiện toàn bộ