A Novel Neuro-Fuzzy System-Based Autism Spectrum Disorder

Introduction

Autism is an early developmental neurodevelopment disorder that is fully characterized by three disorders, including social contact, voice and repetitive or typically stereo behaviour. In 1943 the word “autism” was coined by Dr. Kanner, University of John Hopkins. Autism is not an uncommon pathology since it is the third most common psychiatric disease in the world. Recent population data show that autism rises rapidly per 1 out of 68 children globally, and diagnostic and intervention are very high every year (Weksberg et. al., 2013).

Data on an outbreak of ball parks in India is not available and the majority of children in India who have not been diagnosed with autism are not cared for. This problem occurs in many developing countries, but is particularly true in India in which qualified physicians do not know how to detect or diagnose the illness, as the conventional diagnosis technique is not available. To date, there has been no autism cure. Many therapies, however, allow children with autism to improve their quality of life. Two important aspects are early intervention and extremely formal programmed that offer the greatest chance for progress for children with autism. Early diagnosis thus appearing as the cause of some positive results, including beginning early intervention, decreasing family burdens, reducing social costs, and prior association of the major autism impairments in physical, behavioral and psychological conditions.

There are conventional screening and testing instruments, such as Autism in Checkers (CHAT), Autism Diagnostic Interview Revised (ACR) and Autism Autism Rating Scale (ADI-R), Second edition (PDDST-II), Modified Autism in Toddler (M-CHAT). Additional types of scanning instruments are also used (DSM-V).

The ASD is a general neuro-sophisticated condition. There are many illnesses in combination, including intellectual disabilities, convulsions and anxieties (Hochberg et. al.,1995). In the 2013 survey 1 of 6-17-year-olds found ASD (Manzardo et. al., 2015). SSDs have moderate to extremely difficult contacts and coordination and have restricted, repetitive behaviour and concerns (Weksberg et. al., 2013). The precision of ASD patients under conventional controls is a crucial step (TC). Currently, multi brain treatment technology, such as ASD and schizophrenia, have been used widely for the treatment of multiple brain disorders (Vahia, 2013), (Geschwind etc., 2011).

One of the primary causes of hospitalization is the self-injurious behaviour of children with autism (ASD) (Kalb et al., 2016). The SIB can be rhythmic and repeated and involves behaviour like knockouts (Minshawi et al., 2014). SIB can cause physical damage, including abrasion, laceration and bruising (Rooker et al. 2018), particularly when SIB normally goes beyond its initial age. Early interventions will, however, help minimize severe problems and long-term continuity of SIB (Kurtz et al., 2003).

The magnet resonance imaging technology (MRI), which provides high-resolution 3D brain structure representations and precise structural data, is a powerful and safe technique. Morphological studies on the basis of MRI pictures achieved promising results for the related diseases. The results have shown, in order to conduct the ASD classification and achieve successful classification effectiveness (Wange 2017), the variable brain and cerebral variability are correlated with geographic cortical thicknesses based on ASD with six pre-selected volume-related performing characteristics. For example. For example. The morphological features of MRI data to characterize schizophrenia were collected (Brown et al.2013), including a medium cortical diameter, geographical cortical mass, etc. (Sahin et al.2018), and shown that the frontal lobe grey matter is lower in the normal controls in schizophrenic patients (Sahin et al. 2013) Schizophrenia (Craig et. al., 2008).

Autism Spectrum Disorder (ASD) is a polygenetically evolving mental and behavioral mutilation brain disorder (Liu et. al., 2014). It is a lifetime neurodevelopmental disorder that demonstrates expression failures, interactions, and limited behaviour. Though ASD is mostly distinguished by social physiognomy and performed, autistic individuals may have impaired motor skills such as less physical synchro physics, unstable body coordination and erratic behaviour and position (Wagner et. al., 2015). Individuals with ASD experience traditional recurring behaviors, limited wishes, lack of instincts, voice impairments, diminished intellect and cognitive capabilities with respect to normal developing adolescents (TD). ASD was notoriously diagnosed with movie physiognomies (Abowd et. al., 2012).