A Fuzzy-GA Approach for Parameter Optimization of A Fuzzy Expert System for Diagnosis of Acute Lymphocytic Leukemia in Children

Hybrid fuzzy expert systems are one of the most practical intelligent paradigm of soft computing techniques with the high potential for managing uncertainty associated to the medical diagnosis. The potential of genetic algorithm (GA) by inspiring from natural evolution as a learning and optimization technique has been vastly concentrated for improving fuzzy expert systems. In this paper, the GA capabilities have been applied for optimization of the membership function parameters in a fuzzy inference system (FIS) for diagnosing of acute lymphocytic leukemia in children. The fuzzy expert system utilizes the high interpretability of the Mamdani reasoning model to explain system results to experts in a high level and combines it with the GA optimization capability to improve its performance. The hybrid proposed Fuzzy-GA approach was implemented in Matlab software and evaluated on the real patients’ dataset. High accuracy of this system was achieved after GA tuning process with an accuracy about 98%. The results reveal the hybrid fuzzy-GA approach capability to assist computer-based diagnosis of medical experts, and consequently early diagnosis of the disease which is promising for providing suitable treatment for patients and saving more children’s lives

Studying the Relation between Emotional Intelligence and Academic Achievement among the Students of Buinzahra Islamic Azad University

ABSTRACT The present research has studied the relation between emotional intelligence and academic achievement among students of Buinzahra Islamic Azad University. In this research volume sample has been 40 persons. Method of sampling has been available sampling method, about statistical methods Pierson's correlation test ad independent t test have been used for analyzing data. Statistical calculations have been done using SPSS software gathering data has shown that there is meaningful relation between emotional intelligence and academic achievement of students but there isn't meaningful difference between married and UN married students about emotional intelligence

Adenoid Hyperplasia in a Patient With a Rare Type of Hyper Immunoglobulin M Syndrome Due to CD40 Deficiency

CD40 deficiency yield to an autosomal recessive subtype of hyper-immunoglobulin M syndrome (HGIM type 3), presenting with an almost identical clinical picture to X-linked CD40L deficiency (HIGM type 1) with profound T-cell dysfunction yielding to opportunistic infections as well as neutropenia, autoimmunity, and malignancy. We presented a girl with recurrent upper respiratory tract infections and lymphoid hyperplasia which was diagnosed with type 3 hyper IgM syndrome due to CD40 gene mutation. Otitis media with opportunistic germs and no evidence for an X-linked pattern of inheritance were diagnostic keys to type 3 hyper IgM syndrome in our patient

Draft Genome Sequence of Cyclic Lipopeptide Producer Pseudomonas sp. Strain SWRI103, Isolated from Wheat Rhizosphere

The draft genome sequence of wheat rhizosphere isolate Pseudomonas sp. strain SWRI103 is reported. This strain carries several gene clusters encoding nonribosomal peptide synthetases (NRPSs), including a system for cyclic lipopeptide (CLP) production, and genes for carotenoid biosynthesis.status: publishe