Autism detection based on MRI images using Deep Learning

Autism detection based on MRI images using Deep Learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

ग्रंथसूची विवरण
मुख्य लेखकों:	Mostafa, Sadab, Noshin, Tasnim Hoque, Xenon, Zihadul Karim, Arbi, Jimmati
अन्य लेखक:	Hussain, Dr. Muhammad Iqbal
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2023
विषय:	Deep learning Autism Neuroimages Biomarker MRI ABIDE Generative Adversarial Network (GAN) Autism. Neural networks (Computer science)
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/19231

समान संसाधन

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Influence of sex differences in comorbidities of autism spectrum disorder
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Gender differences in autism spectrum disorder
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Metabolic therapies in autism spectrum disorder: a literature review
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The role of antioxidant as immunity booster and in the prevention and treatment of cancer, signs of aging, Covid-19 and autism
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Music therapy as a potential treatment approach for the patients with ASD: a systematic review
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Immunological biomarkers in autism: a review
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A review on Cytogenetic Biomarkers in Autism Spectrum Disorder and Probable Protective Function of Vitamin E
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Hope: national academy for autism and neuro-development disabilities
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Autism spectrum disorders : interventions and treatments for children and youth /
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Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
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National academy for Autism and neuro-development disabilities
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Autism and early years practice : a guide for early years professionals, teachers and parents /
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Music therapy as a potential treatment approach for the patients with ASD: a systematic review
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A GAN-based federated learning architecture for data augmentation of medical images
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Understanding the perception of parents and professionals about Play-based early intervention for children with autism age 3-5 in Dhaka, Bangladesh."
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Exploring the potential of therapeutic use of Cannabis in ASD patients: a systematic review
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Normalizing images in various weather and lighting conditions using Pix2Pix GAN
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Genetic evidence of sex difference in Autism Spectrum Disorder (ASD): a review
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Expansion and development of PROYASH at Dhaka cantonment
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Autism Spectrum disorders (ASD) in South Asia: a systematic review
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An improved deepfake detection using deep learning
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Proyash institute for special education and research center, Chittagong
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Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
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Comparison of different CNN architectures for brain tumor detection using fMRI
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प्रकाशित: (2021)

Application of deep learning in MRI classification of Schizophrenia
द्वारा: Joyee, Ramisa Fariha, और अन्य
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An Efficient deep learning approach to detect Brain Tumor using MRI images
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In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
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Emotion recognition from facial expression of autism spectrum disordered children using image processing and machine learning algorithms
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Detection of alzheimer's disease using deep learning
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Optimal transport theory based GAN for medical image augmentation and classification
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Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
द्वारा: Neehal, Ahmed Hasin, और अन्य
प्रकाशित: (2020)

An interpretable deep learning approach to detect Alzheimer using MRI images
द्वारा: Oni, Farhan Anzum, और अन्य
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Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
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Brain image fMRI data classification and graphical representation of visual object
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Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
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Point-of care diagnostic devices in cancer detection
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