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.

Dettagli Bibliografici
Autori principali:	Mostafa, Sadab, Noshin, Tasnim Hoque, Xenon, Zihadul Karim, Arbi, Jimmati
Altri autori:	Hussain, Dr. Muhammad Iqbal
Natura:	Tesi
Lingua:	English
Pubblicazione:	Brac University 2023
Soggetti:	Deep learning Autism Neuroimages Biomarker MRI ABIDE Generative Adversarial Network (GAN) Autism. Neural networks (Computer science)
Accesso online:	http://hdl.handle.net/10361/19231

Documenti analoghi

Co-morbidity in autism: a review
di: Karim, Obaida
Pubblicazione: (2018)

Autism: an unsolved mystery?
di: Islam, Sheikh Sadia
Pubblicazione: (2018)

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

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

Gender differences in autism spectrum disorder
di: Hossain, Sumaya
Pubblicazione: (2022)

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

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

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

Immunological biomarkers in autism: a review
di: Chowdhury, Mishkat Ahmed
Pubblicazione: (2021)

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

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

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

Application of machine learning in identification of best teaching method for children with autism spectrum disorder
di: Zoana, Zarin Tassnim, et al.
Pubblicazione: (2022)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
di: Roy, Aditya, et al.
Pubblicazione: (2023)

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

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

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

A GAN-based federated learning architecture for data augmentation of medical images
di: Al Rakin, Abdullah, et al.
Pubblicazione: (2023)

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

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

Normalizing images in various weather and lighting conditions using Pix2Pix GAN
di: Tasnim, Sanjida, et al.
Pubblicazione: (2024)

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

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

Autism Spectrum disorders (ASD) in South Asia: a systematic review
di: Hossain, Mohammad Didar, et al.
Pubblicazione: (2018)

An improved deepfake detection using deep learning
di: Paul, Annay, et al.
Pubblicazione: (2023)

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

Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
di: Rahman, Fardin, et al.
Pubblicazione: (2024)

Comparison of different CNN architectures for brain tumor detection using fMRI
di: Mashiat, Afsara, et al.
Pubblicazione: (2021)

Application of deep learning in MRI classification of Schizophrenia
di: Joyee, Ramisa Fariha, et al.
Pubblicazione: (2024)

An Efficient deep learning approach to detect Brain Tumor using MRI images
di: Islam, Annur Tasnim, et al.
Pubblicazione: (2022)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
di: Haque, Hossain MD. Hasibul, et al.
Pubblicazione: (2024)

Emotion recognition from facial expression of autism spectrum disordered children using image processing and machine learning algorithms
di: Tasnim, Nishat, et al.
Pubblicazione: (2019)

Detection of alzheimer's disease using deep learning
di: Hasan, Mahmudul, et al.
Pubblicazione: (2021)

Optimal transport theory based GAN for medical image augmentation and classification
di: Siddiki Shan, Md. Abdul Kahhar, et al.
Pubblicazione: (2023)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
di: Neehal, Ahmed Hasin, et al.
Pubblicazione: (2020)

An interpretable deep learning approach to detect Alzheimer using MRI images
di: Oni, Farhan Anzum, et al.
Pubblicazione: (2023)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
di: Shahriar, Farhan, et al.
Pubblicazione: (2021)

Brain image fMRI data classification and graphical representation of visual object
di: Tasneem, Nazifa Afroza, et al.
Pubblicazione: (2019)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
di: Kabir, Azmain, et al.
Pubblicazione: (2022)

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