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Papers by mona delavarian

Research paper thumbnail of Designing a Clinical Decision Support System for Managing and Treating Patients with the Chief Complaint of Vertigo

مجله دانشکده پزشکی اصفهان, 2018

Background: One of the challenging issues for emergency specialists is the etiology of dizziness.... more Background: One of the challenging issues for emergency specialists is the etiology of dizziness. Using portable software installing in the mobile cell can help the clinicians to reduce the effects of confounders in emergency treatment of patients. Methods: This study was conducted in 2017 in the Department of Emergency, Rasoul-e Akram hospital, Tehran, Iran. After designing the management protocol for patients with vertigo based on the literature and standards, the validity of the protocol was approved by the expert panel. A number of 190 patients with vertigo were diagnosed using two methods for treatment and management of the disease. The first group were assessed using designed clinical decision support system, and the second group were assessed using routine method. Treatment duration, maintenance duration, and the differences between the primary and the final diagnosis were compared between the groups. Findings: Differences between the primary and the final diagnosis were sign...

Research paper thumbnail of Designing a computer-based neuro-cognitive program for measurement and evaluation of working memory to screen children at risk for reading disorder

Background and Aim: Reading disorder or dyslexia is the best known disorder, among specific learn... more Background and Aim: Reading disorder or dyslexia is the best known disorder, among specific learning disorders, with neuro-biological origin. This disorder is related to learning difficulties despite normal intelligence and proper instructions at home and school. Delay in identification and intervention of dyslexia will affect the person's future. The aim of the present study was designing a neuro-cognitive program for measurement and evaluation of working memory, in order to screen and detect preschoolers with different function in the early stages. Materials and Methods: The neuro-cognitive program was designed with C-Sharp software based on neuro-cognitive theories, especially information processing theory. To define the output or making the intelligent program, the data and functions of the children with definite diagnosis, dyslexia or without the disorder, were needed. Thus, a total of 256 children were selected with cluster random sampling method and their scores and data ...

Research paper thumbnail of Designing an accurate system for differentiating children with attention deficit-hyperactivity disorder from oppositional defiant disorder by using artificial neural network

Research paper thumbnail of Research Paper: Designing a Computerized Neuro-Cognitive Program for Early Diagnosing Children at Risk for Dyslexia

Objectives: The aim of this research is to design a neuro-cognitive program, based on dysfunction... more Objectives: The aim of this research is to design a neuro-cognitive program, based on dysfunctions and alterations of some neural circuits in dyslexics. The visual and auditory working memories in pre-schoolers were evaluated with this program in order to early screening for dyslexia. Methods: This study is a longitudinal descriptive research. A total of 259 randomly selected pre-schoolers, with an average age of 6 years, participated in the study and the unskilled data of these students were gathered. These subjects were followed for two years. Thereafter, the remaining subjects were assessed accurately for dyslexia using different reading diagnostic tests. Then, the preschool unskilled data and the diagnosis were applied to automate the designed program. The program was designed in a game format and consisted of separate tasks measuring visual and auditory working memories and rapid naming. Results: From the calculation of content validity rate as the first step of content validity process, 3 out of 5 components, including visual and auditory working memories, and rapid naming were selected. The process and the results of content validity showed that the designed program has an appropriate and acceptable level of content validity. The amount of reliability of the program for visual and auditory working memories, and rapid naming were obtained as 0.89, 0.92 and 0.88, respectively. Moreover, the discriminative validity for auditory and visual working memories and rapid naming, between children with dyslexia, Attention Deficit Hyperactivity Disorder (ADHD) (a disorder having high similarity with dyslexia) and normal ones were obtained as 0.87, 0.67 and 0.8, respectively. It is worthy to say that the prediction accuracy of this neuro-cognitive program for dyslexia achieved 90.65%. Discussion: This program has an acceptable validity and reliability. It could be useful as an accurate assessment tool in predicting dyslexia before the occurrence of psychological scars and can be used as a quick screening tool for children at risk for dyslexia.

Research paper thumbnail of Designing a Computerized Neuro-Cognitive Program for Early Diagnosing Children at Risk for Dyslexia

Iranian Rehabilitation Journal, 2017

Received: 16 Nov. 2016 Accepted: 25 Feb. 2017

Research paper thumbnail of Computer-based working memory training in children with mild intellectual disability

Http Dx Doi Org 10 1080 03004430 2014 903941, Dec 8, 2014

ABSTRACT We designed a working memory (WM) training programme in game framework for mild intellec... more ABSTRACT We designed a working memory (WM) training programme in game framework for mild intellectually disabled students. Twenty-four students participated as test and control groups. The auditory and visual–spatial WM were assessed by primary test, which included computerised Wechsler numerical forward and backward sub-tests and secondary tests, which contained three parts: dual visual–spatial test, auditory test and a one-syllable word recalling test. The results showed significant difference between WM capacity in the intellectually disabled children and normal ones (p-value We found that school is the best place for training. More comprehensive human–computer interfaces could be suitable for intellectually disabled students with visual and auditory impairments and problems in motor skills.

Research paper thumbnail of Virtual Reality and Down Syndrome Rehabilitation

The Journal of Neuropsychiatry and Clinical Neurosciences, Oct 15, 2014

Down syndrome (DS) is the most common human genetic disorder. More than 99% of the individuals wi... more Down syndrome (DS) is the most common human genetic disorder. More than 99% of the individuals with DS have an extra copy of the entire chromosome 21. Generally they have a set of mental traits such as behavioral and cognitive deficits, learning disabilities, delay in speech and language skills and in working memory, delays in gross and fine motor skills and many other features. Short-term memory performances, long-term memory and visuoperceptual abilities are impaired because of dysfunction of different parts of the brain. Overall, studies show a deficient brain organization in DS. One of the main goals of training in DS, is improving skills (such as: attention, perception, counting, obeying rules, and communication) for adult life. Sensory integration, neurodevelopmental therapy and vestibular stimulation are some effective rehabilitation methods for DS children but one of the most important problems during DS rehabilitation process is the lack of motivation of these children that interferes the process of education and rehabilitation. It was proved that using Virtual Reality (VR) technology, an immersive interactive three-dimensional (3D) computer environment, can improve motivation and self efficacy of disabled children such as cerebral palsy (CP). This technology improved motor performances and mobility skills, promoted learning, and increased visual perception and executive functions in such cases. Computer has been used to improve social communications in DS, but no study has been done on the effect of VR in rehabilitation of this syndrome. We suggest using virtual reality technology for educating and rehabilitating of DS children besides traditional methods. This colorful environment would be fantastic for DS children. Moreover, the education and rehabilitation could be adjusted to the needs and abilities of each person. The complexity and the degree of exposure to the multiple stimuli could be increased gradually, based onmotivation and cooperation of the patient. It must be noted that the educational program in this space could be like a game. Surely, experimental studies are needed to verify our hypothesis about the effectiveness of VR in DS. Mona Delavarian G. Ali Afrooz Shahriar Gharibzadeh 1. Biomedical Engineering Faculty, Amirkabir University of Technology, Iran, Tehran 2. Faculty of Psychology and Education, University of Tehran, Iran, Tehran

Research paper thumbnail of Designing an accurate system for differentiating children with attention deficit-hyperactivity disorder from oppositional defiant disorder by using artificial neural network

Research paper thumbnail of Automatic classification of hyperactive children: Comparing multiple artificial intelligence approaches

Neuroscience Letters, 2011

Automatic classification of different behavioral disorders with many similarities (e.g. in sympto... more Automatic classification of different behavioral disorders with many similarities (e.g. in symptoms) by using an automated approach will help psychiatrists to concentrate on correct disorder and its treatment as soon as possible, to avoid wasting time on diagnosis, and to increase the accuracy of diagnosis. In this study, we tried to differentiate and classify (diagnose) 306 children with many similar symptoms and different behavioral disorders such as ADHD, depression, anxiety, comorbid depression and anxiety and conduct disorder with high accuracy. Classification was based on the symptoms and their severity. With examining 16 different available classifiers, by using "Prtools", we have proposed nearest mean classifier as the most accurate classifier with 96.92% accuracy in this research.

Research paper thumbnail of Improving motor functions in children with Down syndrome

Medical Hypotheses, 2013

syndrome [2] Ahmed MM, Dubach D, Gardiner KJ. Expression of trisomic proteins in Down syndrome mo... more syndrome [2] Ahmed MM, Dubach D, Gardiner KJ. Expression of trisomic proteins in Down syndrome model systems. Gene 2013;512:219–25. [3] Lauteslager M, Vermeer A, Helders PJM. Disturbances in the Motor Behaviour of Children with Down’s syndrome: the need for a theoretical framework. Physiotherapy 1998;84:5–13. [4] Hampton TG, Stasko MR, Kale A, Amende I, Costa ACS. Gait dynamics in trisomic mice: quantitative neurological traits of Down syndrome. Physiol Behav 2004;82:381–9. [5] Baldacara Leonardo, Borgio Joao Guilherme Fiorani, de Lacerda Acioly Luiz Tavares, Jackowski Andrea Parolin. Cerebellum and psychiatric disorders. Rev Bras Psiquiatr 2008;30:281–9.

Research paper thumbnail of Virtual Reality and Down Syndrome Rehabilitation

Journal of Neuropsychiatry, 2012

Down syndrome (DS) is the most common human genetic disorder. More than 99% of the individuals wi... more Down syndrome (DS) is the most common human genetic disorder. More than 99% of the individuals with DS have an extra copy of the entire chromosome 21. Generally they have a set of mental traits such as behavioral and cognitive deficits, learning disabilities, delay in speech and language skills and in working memory, delays in gross and fine motor skills and many other features. Short-term memory performances, long-term memory and visuoperceptual abilities are impaired because of dysfunction of different parts of the brain. Overall, studies show a deficient brain organization in DS. One of the main goals of training in DS, is improving skills (such as: attention, perception, counting, obeying rules, and communication) for adult life. Sensory integration, neurodevelopmental therapy and vestibular stimulation are some effective rehabilitation methods for DS children but one of the most important problems during DS rehabilitation process is the lack of motivation of these children that interferes the process of education and rehabilitation. It was proved that using Virtual Reality (VR) technology, an immersive interactive three-dimensional (3D) computer environment, can improve motivation and self efficacy of disabled children such as cerebral palsy (CP). This technology improved motor performances and mobility skills, promoted learning, and increased visual perception and executive functions in such cases. Computer has been used to improve social communications in DS, but no study has been done on the effect of VR in rehabilitation of this syndrome. We suggest using virtual reality technology for educating and rehabilitating of DS children besides traditional methods. This colorful environment would be fantastic for DS children. Moreover, the education and rehabilitation could be adjusted to the needs and abilities of each person. The complexity and the degree of exposure to the multiple stimuli could be increased gradually, based onmotivation and cooperation of the patient. It must be noted that the educational program in this space could be like a game. Surely, experimental studies are needed to verify our hypothesis about the effectiveness of VR in DS. Mona Delavarian G. Ali Afrooz Shahriar Gharibzadeh 1. Biomedical Engineering Faculty, Amirkabir University of Technology, Iran, Tehran 2. Faculty of Psychology and Education, University of Tehran, Iran, Tehran

Research paper thumbnail of The Effect of Visual and Cerebellar Exercises on Dyslexia

Journal of Neuropsychiatry, 2013

Research paper thumbnail of Increasing Performance in Children With ADHD By Trapping Lead With a Nano-Zeolite

Journal of Neuropsychiatry, 2013

Research paper thumbnail of Using Natural Zeolite as a Transporter of Dopamine

The Journal of Neuropsychiatry and Clinical Neurosciences, 2013

Research paper thumbnail of The Role of Cerebellar Rehabilitation in Improvement of ADHD Imbalance

Journal of Neuropsychiatry, 2011

Research paper thumbnail of Designing a Decision Support System for Distinguishing ADHD from Similar Children Behavioral Disorders

Journal of Medical Systems, 2010

In this study, a decision support system was designed to distinguish children with ADHD from othe... more In this study, a decision support system was designed to distinguish children with ADHD from other similar children behavioral disorders such as depression, anxiety, comorbid depression and anxiety and conduct disorder based on the signs and symptoms. Accuracy of classifying with Radial basis function and multilayer neural networks were compared. Finally, the average accuracy of the networks in classification reached to 95.50% and 96.62% by multilayer and radial basis function networks respectively. Our results indicate that a decision support system, especially RBF, may be a good preliminary assistant for psychiatrists in diagnosing high risk behavioral disorders of children.

Research paper thumbnail of Computer-based working memory training in children with mild intellectual disability

Early Child Development and Care, 2014

ABSTRACT We designed a working memory (WM) training programme in game framework for mild intellec... more ABSTRACT We designed a working memory (WM) training programme in game framework for mild intellectually disabled students. Twenty-four students participated as test and control groups. The auditory and visual–spatial WM were assessed by primary test, which included computerised Wechsler numerical forward and backward sub-tests and secondary tests, which contained three parts: dual visual–spatial test, auditory test and a one-syllable word recalling test. The results showed significant difference between WM capacity in the intellectually disabled children and normal ones (p-value We found that school is the best place for training. More comprehensive human–computer interfaces could be suitable for intellectually disabled students with visual and auditory impairments and problems in motor skills.

Research paper thumbnail of Designing a Clinical Decision Support System for Managing and Treating Patients with the Chief Complaint of Vertigo

مجله دانشکده پزشکی اصفهان, 2018

Background: One of the challenging issues for emergency specialists is the etiology of dizziness.... more Background: One of the challenging issues for emergency specialists is the etiology of dizziness. Using portable software installing in the mobile cell can help the clinicians to reduce the effects of confounders in emergency treatment of patients. Methods: This study was conducted in 2017 in the Department of Emergency, Rasoul-e Akram hospital, Tehran, Iran. After designing the management protocol for patients with vertigo based on the literature and standards, the validity of the protocol was approved by the expert panel. A number of 190 patients with vertigo were diagnosed using two methods for treatment and management of the disease. The first group were assessed using designed clinical decision support system, and the second group were assessed using routine method. Treatment duration, maintenance duration, and the differences between the primary and the final diagnosis were compared between the groups. Findings: Differences between the primary and the final diagnosis were sign...

Research paper thumbnail of Designing a computer-based neuro-cognitive program for measurement and evaluation of working memory to screen children at risk for reading disorder

Background and Aim: Reading disorder or dyslexia is the best known disorder, among specific learn... more Background and Aim: Reading disorder or dyslexia is the best known disorder, among specific learning disorders, with neuro-biological origin. This disorder is related to learning difficulties despite normal intelligence and proper instructions at home and school. Delay in identification and intervention of dyslexia will affect the person's future. The aim of the present study was designing a neuro-cognitive program for measurement and evaluation of working memory, in order to screen and detect preschoolers with different function in the early stages. Materials and Methods: The neuro-cognitive program was designed with C-Sharp software based on neuro-cognitive theories, especially information processing theory. To define the output or making the intelligent program, the data and functions of the children with definite diagnosis, dyslexia or without the disorder, were needed. Thus, a total of 256 children were selected with cluster random sampling method and their scores and data ...

Research paper thumbnail of Designing an accurate system for differentiating children with attention deficit-hyperactivity disorder from oppositional defiant disorder by using artificial neural network

Research paper thumbnail of Research Paper: Designing a Computerized Neuro-Cognitive Program for Early Diagnosing Children at Risk for Dyslexia

Objectives: The aim of this research is to design a neuro-cognitive program, based on dysfunction... more Objectives: The aim of this research is to design a neuro-cognitive program, based on dysfunctions and alterations of some neural circuits in dyslexics. The visual and auditory working memories in pre-schoolers were evaluated with this program in order to early screening for dyslexia. Methods: This study is a longitudinal descriptive research. A total of 259 randomly selected pre-schoolers, with an average age of 6 years, participated in the study and the unskilled data of these students were gathered. These subjects were followed for two years. Thereafter, the remaining subjects were assessed accurately for dyslexia using different reading diagnostic tests. Then, the preschool unskilled data and the diagnosis were applied to automate the designed program. The program was designed in a game format and consisted of separate tasks measuring visual and auditory working memories and rapid naming. Results: From the calculation of content validity rate as the first step of content validity process, 3 out of 5 components, including visual and auditory working memories, and rapid naming were selected. The process and the results of content validity showed that the designed program has an appropriate and acceptable level of content validity. The amount of reliability of the program for visual and auditory working memories, and rapid naming were obtained as 0.89, 0.92 and 0.88, respectively. Moreover, the discriminative validity for auditory and visual working memories and rapid naming, between children with dyslexia, Attention Deficit Hyperactivity Disorder (ADHD) (a disorder having high similarity with dyslexia) and normal ones were obtained as 0.87, 0.67 and 0.8, respectively. It is worthy to say that the prediction accuracy of this neuro-cognitive program for dyslexia achieved 90.65%. Discussion: This program has an acceptable validity and reliability. It could be useful as an accurate assessment tool in predicting dyslexia before the occurrence of psychological scars and can be used as a quick screening tool for children at risk for dyslexia.

Research paper thumbnail of Designing a Computerized Neuro-Cognitive Program for Early Diagnosing Children at Risk for Dyslexia

Iranian Rehabilitation Journal, 2017

Received: 16 Nov. 2016 Accepted: 25 Feb. 2017

Research paper thumbnail of Computer-based working memory training in children with mild intellectual disability

Http Dx Doi Org 10 1080 03004430 2014 903941, Dec 8, 2014

ABSTRACT We designed a working memory (WM) training programme in game framework for mild intellec... more ABSTRACT We designed a working memory (WM) training programme in game framework for mild intellectually disabled students. Twenty-four students participated as test and control groups. The auditory and visual–spatial WM were assessed by primary test, which included computerised Wechsler numerical forward and backward sub-tests and secondary tests, which contained three parts: dual visual–spatial test, auditory test and a one-syllable word recalling test. The results showed significant difference between WM capacity in the intellectually disabled children and normal ones (p-value We found that school is the best place for training. More comprehensive human–computer interfaces could be suitable for intellectually disabled students with visual and auditory impairments and problems in motor skills.

Research paper thumbnail of Virtual Reality and Down Syndrome Rehabilitation

The Journal of Neuropsychiatry and Clinical Neurosciences, Oct 15, 2014

Down syndrome (DS) is the most common human genetic disorder. More than 99% of the individuals wi... more Down syndrome (DS) is the most common human genetic disorder. More than 99% of the individuals with DS have an extra copy of the entire chromosome 21. Generally they have a set of mental traits such as behavioral and cognitive deficits, learning disabilities, delay in speech and language skills and in working memory, delays in gross and fine motor skills and many other features. Short-term memory performances, long-term memory and visuoperceptual abilities are impaired because of dysfunction of different parts of the brain. Overall, studies show a deficient brain organization in DS. One of the main goals of training in DS, is improving skills (such as: attention, perception, counting, obeying rules, and communication) for adult life. Sensory integration, neurodevelopmental therapy and vestibular stimulation are some effective rehabilitation methods for DS children but one of the most important problems during DS rehabilitation process is the lack of motivation of these children that interferes the process of education and rehabilitation. It was proved that using Virtual Reality (VR) technology, an immersive interactive three-dimensional (3D) computer environment, can improve motivation and self efficacy of disabled children such as cerebral palsy (CP). This technology improved motor performances and mobility skills, promoted learning, and increased visual perception and executive functions in such cases. Computer has been used to improve social communications in DS, but no study has been done on the effect of VR in rehabilitation of this syndrome. We suggest using virtual reality technology for educating and rehabilitating of DS children besides traditional methods. This colorful environment would be fantastic for DS children. Moreover, the education and rehabilitation could be adjusted to the needs and abilities of each person. The complexity and the degree of exposure to the multiple stimuli could be increased gradually, based onmotivation and cooperation of the patient. It must be noted that the educational program in this space could be like a game. Surely, experimental studies are needed to verify our hypothesis about the effectiveness of VR in DS. Mona Delavarian G. Ali Afrooz Shahriar Gharibzadeh 1. Biomedical Engineering Faculty, Amirkabir University of Technology, Iran, Tehran 2. Faculty of Psychology and Education, University of Tehran, Iran, Tehran

Research paper thumbnail of Designing an accurate system for differentiating children with attention deficit-hyperactivity disorder from oppositional defiant disorder by using artificial neural network

Research paper thumbnail of Automatic classification of hyperactive children: Comparing multiple artificial intelligence approaches

Neuroscience Letters, 2011

Automatic classification of different behavioral disorders with many similarities (e.g. in sympto... more Automatic classification of different behavioral disorders with many similarities (e.g. in symptoms) by using an automated approach will help psychiatrists to concentrate on correct disorder and its treatment as soon as possible, to avoid wasting time on diagnosis, and to increase the accuracy of diagnosis. In this study, we tried to differentiate and classify (diagnose) 306 children with many similar symptoms and different behavioral disorders such as ADHD, depression, anxiety, comorbid depression and anxiety and conduct disorder with high accuracy. Classification was based on the symptoms and their severity. With examining 16 different available classifiers, by using "Prtools", we have proposed nearest mean classifier as the most accurate classifier with 96.92% accuracy in this research.

Research paper thumbnail of Improving motor functions in children with Down syndrome

Medical Hypotheses, 2013

syndrome [2] Ahmed MM, Dubach D, Gardiner KJ. Expression of trisomic proteins in Down syndrome mo... more syndrome [2] Ahmed MM, Dubach D, Gardiner KJ. Expression of trisomic proteins in Down syndrome model systems. Gene 2013;512:219–25. [3] Lauteslager M, Vermeer A, Helders PJM. Disturbances in the Motor Behaviour of Children with Down’s syndrome: the need for a theoretical framework. Physiotherapy 1998;84:5–13. [4] Hampton TG, Stasko MR, Kale A, Amende I, Costa ACS. Gait dynamics in trisomic mice: quantitative neurological traits of Down syndrome. Physiol Behav 2004;82:381–9. [5] Baldacara Leonardo, Borgio Joao Guilherme Fiorani, de Lacerda Acioly Luiz Tavares, Jackowski Andrea Parolin. Cerebellum and psychiatric disorders. Rev Bras Psiquiatr 2008;30:281–9.

Research paper thumbnail of Virtual Reality and Down Syndrome Rehabilitation

Journal of Neuropsychiatry, 2012

Down syndrome (DS) is the most common human genetic disorder. More than 99% of the individuals wi... more Down syndrome (DS) is the most common human genetic disorder. More than 99% of the individuals with DS have an extra copy of the entire chromosome 21. Generally they have a set of mental traits such as behavioral and cognitive deficits, learning disabilities, delay in speech and language skills and in working memory, delays in gross and fine motor skills and many other features. Short-term memory performances, long-term memory and visuoperceptual abilities are impaired because of dysfunction of different parts of the brain. Overall, studies show a deficient brain organization in DS. One of the main goals of training in DS, is improving skills (such as: attention, perception, counting, obeying rules, and communication) for adult life. Sensory integration, neurodevelopmental therapy and vestibular stimulation are some effective rehabilitation methods for DS children but one of the most important problems during DS rehabilitation process is the lack of motivation of these children that interferes the process of education and rehabilitation. It was proved that using Virtual Reality (VR) technology, an immersive interactive three-dimensional (3D) computer environment, can improve motivation and self efficacy of disabled children such as cerebral palsy (CP). This technology improved motor performances and mobility skills, promoted learning, and increased visual perception and executive functions in such cases. Computer has been used to improve social communications in DS, but no study has been done on the effect of VR in rehabilitation of this syndrome. We suggest using virtual reality technology for educating and rehabilitating of DS children besides traditional methods. This colorful environment would be fantastic for DS children. Moreover, the education and rehabilitation could be adjusted to the needs and abilities of each person. The complexity and the degree of exposure to the multiple stimuli could be increased gradually, based onmotivation and cooperation of the patient. It must be noted that the educational program in this space could be like a game. Surely, experimental studies are needed to verify our hypothesis about the effectiveness of VR in DS. Mona Delavarian G. Ali Afrooz Shahriar Gharibzadeh 1. Biomedical Engineering Faculty, Amirkabir University of Technology, Iran, Tehran 2. Faculty of Psychology and Education, University of Tehran, Iran, Tehran

Research paper thumbnail of The Effect of Visual and Cerebellar Exercises on Dyslexia

Journal of Neuropsychiatry, 2013

Research paper thumbnail of Increasing Performance in Children With ADHD By Trapping Lead With a Nano-Zeolite

Journal of Neuropsychiatry, 2013

Research paper thumbnail of Using Natural Zeolite as a Transporter of Dopamine

The Journal of Neuropsychiatry and Clinical Neurosciences, 2013

Research paper thumbnail of The Role of Cerebellar Rehabilitation in Improvement of ADHD Imbalance

Journal of Neuropsychiatry, 2011

Research paper thumbnail of Designing a Decision Support System for Distinguishing ADHD from Similar Children Behavioral Disorders

Journal of Medical Systems, 2010

In this study, a decision support system was designed to distinguish children with ADHD from othe... more In this study, a decision support system was designed to distinguish children with ADHD from other similar children behavioral disorders such as depression, anxiety, comorbid depression and anxiety and conduct disorder based on the signs and symptoms. Accuracy of classifying with Radial basis function and multilayer neural networks were compared. Finally, the average accuracy of the networks in classification reached to 95.50% and 96.62% by multilayer and radial basis function networks respectively. Our results indicate that a decision support system, especially RBF, may be a good preliminary assistant for psychiatrists in diagnosing high risk behavioral disorders of children.

Research paper thumbnail of Computer-based working memory training in children with mild intellectual disability

Early Child Development and Care, 2014

ABSTRACT We designed a working memory (WM) training programme in game framework for mild intellec... more ABSTRACT We designed a working memory (WM) training programme in game framework for mild intellectually disabled students. Twenty-four students participated as test and control groups. The auditory and visual–spatial WM were assessed by primary test, which included computerised Wechsler numerical forward and backward sub-tests and secondary tests, which contained three parts: dual visual–spatial test, auditory test and a one-syllable word recalling test. The results showed significant difference between WM capacity in the intellectually disabled children and normal ones (p-value We found that school is the best place for training. More comprehensive human–computer interfaces could be suitable for intellectually disabled students with visual and auditory impairments and problems in motor skills.