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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Mostafa, Sadab, Noshin, Tasnim Hoque, Xenon, Zihadul Karim, Arbi, Jimmati
Άλλοι συγγραφείς:	Hussain, Dr. Muhammad Iqbal
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2023
Θέματα:	Deep learning Autism Neuroimages Biomarker MRI ABIDE Generative Adversarial Network (GAN) Autism. Neural networks (Computer science)
Διαθέσιμο Online:	http://hdl.handle.net/10361/19231

Παρόμοια τεκμήρια

Co-morbidity in autism: a review
ανά: Karim, Obaida
Έκδοση: (2018)

Autism: an unsolved mystery?
ανά: Islam, Sheikh Sadia
Έκδοση: (2018)

Gastrointestinal and metabolic system biomarkers in autism: a review
ανά: Roy, Shpona
Έκδοση: (2021)

Influence of sex differences in comorbidities of autism spectrum disorder
ανά: Shama, Sutapa Das
Έκδοση: (2022)

Gender differences in autism spectrum disorder
ανά: Hossain, Sumaya
Έκδοση: (2022)

Metabolic therapies in autism spectrum disorder: a literature review
ανά: Jewel, Md. Azharul Haque
Έκδοση: (2023)

The role of antioxidant as immunity booster and in the prevention and treatment of cancer, signs of aging, Covid-19 and autism
ανά: Ashraf, Rafsana Binte
Έκδοση: (2023)

Music therapy as a potential treatment approach for the patients with ASD: a systematic review
ανά: Noman, Abdullah Al
Έκδοση: (2024)

Immunological biomarkers in autism: a review
ανά: Chowdhury, Mishkat Ahmed
Έκδοση: (2021)

A review on Cytogenetic Biomarkers in Autism Spectrum Disorder and Probable Protective Function of Vitamin E
ανά: Sarwar, Muntaha
Έκδοση: (2021)

Hope: national academy for autism and neuro-development disabilities
ανά: Karim, Rukaiya Binte
Έκδοση: (2018)

Autism spectrum disorders : interventions and treatments for children and youth /
Έκδοση: (2005)

Application of machine learning in identification of best teaching method for children with autism spectrum disorder
ανά: Zoana, Zarin Tassnim, κ.ά.
Έκδοση: (2022)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
ανά: Roy, Aditya, κ.ά.
Έκδοση: (2023)

National academy for Autism and neuro-development disabilities
ανά: Iftekhar, Amana
Έκδοση: (2022)

Autism and early years practice : a guide for early years professionals, teachers and parents /
ανά: Wall, Kate
Έκδοση: (2004)

Music therapy as a potential treatment approach for the patients with ASD: a systematic review
ανά: Noman, Abdullah Al
Έκδοση: (2024)

A GAN-based federated learning architecture for data augmentation of medical images
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Έκδοση: (2023)

Understanding the perception of parents and professionals about Play-based early intervention for children with autism age 3-5 in Dhaka, Bangladesh."
ανά: Afreen, Masuma
Έκδοση: (2024)

Exploring the potential of therapeutic use of Cannabis in ASD patients: a systematic review
ανά: Munni, Jannatul Ferdous
Έκδοση: (2024)

Normalizing images in various weather and lighting conditions using Pix2Pix GAN
ανά: Tasnim, Sanjida, κ.ά.
Έκδοση: (2024)

Genetic evidence of sex difference in Autism Spectrum Disorder (ASD): a review
ανά: Muna, Sumaia Akter
Έκδοση: (2022)

Expansion and development of PROYASH at Dhaka cantonment
ανά: Chadni, Jamila Naz
Έκδοση: (2016)

Autism Spectrum disorders (ASD) in South Asia: a systematic review
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Έκδοση: (2018)

An improved deepfake detection using deep learning
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Έκδοση: (2023)

Proyash institute for special education and research center, Chittagong
ανά: Khan, Salima Sharmin
Έκδοση: (2019)

Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
ανά: Rahman, Fardin, κ.ά.
Έκδοση: (2024)

Comparison of different CNN architectures for brain tumor detection using fMRI
ανά: Mashiat, Afsara, κ.ά.
Έκδοση: (2021)

Application of deep learning in MRI classification of Schizophrenia
ανά: Joyee, Ramisa Fariha, κ.ά.
Έκδοση: (2024)

An Efficient deep learning approach to detect Brain Tumor using MRI images
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Έκδοση: (2022)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
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Έκδοση: (2024)

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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Έκδοση: (2021)

Optimal transport theory based GAN for medical image augmentation and classification
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Έκδοση: (2023)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
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Έκδοση: (2020)

An interpretable deep learning approach to detect Alzheimer using MRI images
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Έκδοση: (2023)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
ανά: Shahriar, Farhan, κ.ά.
Έκδοση: (2021)

Brain image fMRI data classification and graphical representation of visual object
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Έκδοση: (2019)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
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Έκδοση: (2022)

Point-of care diagnostic devices in cancer detection
ανά: Yasmin, Rizwana
Έκδοση: (2022)