Laparoscopy
(1) Department of Surgery Division of Surgical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA Introduction In open surgery, an incision is made and the…
Preparing for the OR
(1) Department of Surgery Division of Surgical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA Being allowed to participate in an operation comes with the…
Design of String Kernel to Predict Protein Functional Sites Using Kernel-Based Classifiers
-medoids, to select a set of bio-basis strings for amino acid sequence analysis. The comparative performance analysis of different relational clustering algorithms on bio-basis string selection problem is also reported…
f-Information Measures for Selection of Discriminative Genes from Microarray Data
, where is the measured expression level of gene in the th sample, and represent the total number of genes and samples, respectively. Each row in the expression table corresponds…
Possibilistic Biclustering for Discovering Value-Coherent Overlapping $$\delta $$ δ -Biclusters
-Biclusters Pradipta Maji1 and Sushmita Paul1 (1) Indian Statistical Institute, Kolkata, West Bengal, India Pradipta Maji (Corresponding author) Email: pmaji@isical.ac.in Sushmita Paul Email: sushmita_t@isical.ac.in Abstract The advent of DNA microarray technologies has…
Mutual Information Based Supervised Attribute Clustering for Microarray Sample Classification
-means algorithm [18], self-organizing map [14, 40], and principal component analysis [33, 45] group a subset of genes that are interdependent or correlated with each other. In other words, genes…
Fuzzy Measures and Weighted Co-Occurrence Matrix for Segmentation of Brain MR Images
, T1, and T2. Therefore, majority of research in medical image analysis concerns the MR images [36]. Conventionally, these images are interpreted visually and qualitatively by radiologists. Advanced research requires…
Rough Sets for Insilico Identification of Differentially Expressed miRNAs
-information [17] based minimum redundancy-maximum relevance framework , reported in Chap. 5, can also be used to select a set of nonredundant and relevant miRNAs for sample classification. A detailed survey…
Identification of Disease Genes Using Gene Expression and Protein–Protein Interaction Data
Fig. 6.1 Schematic flow diagram of the insilico approach for identification of disease genes Selection of Differentially Expressed Genes The first step of the integrated method selects a set of…
Introduction to Pattern Recognition and Bioinformatics
characters such that {A, C, G, U}. Typically, is in the hundreds, but could also be in thousands. The secondary structure of the RNA molecule is a collection of a…
