Improving deep learning approach for FMRI data /

Improving deep learning approach for FMRI data /

Functional magnetic resonance imaging (fMRI) has become one means to understand the epicentre of the human nervous system, the brain. It represents intrinsic haemodynamic signals in high-dimensional data that linked to neuronal activities. Numerous studies such as statistical parametric analysis, mu...

Saved in:

書目詳細資料
主要作者:	Nur Farahana Mohd Suhaimi (Author)
格式:	Thesis
語言:	English
出版:	Kuala Lumpur : Kulliyyah of Engineering, International Islamic University Malaysia, 2021
主題:	Brain > Imaging Deep learning (Machine learning) Theses, IIUM local
在線閱讀:	http://studentrepo.iium.edu.my/handle/123456789/10724
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

A novel emotion profiling based on CMAC-Based computational models of affects /
由: Hamwira Sakti Yaacob
出版: (2015)

Interpretable deep learning radiomics with synthetic data augmentation for breast cancer diagnosis /
由: Pang, Ting
出版: (2022)

Deep learning approach with image noise reduction to determine planting density and defected paddy seedlings
由: Mohamed Anuar, Mohamed Marzhar
出版: (2022)

Microcalcification detection in mammography for early breast cancer diagnosis using deep learning technique /
由: Leong, Yew Sum
出版: (2022)

Deep learning-based breast cancer detection and classification using histopathology images /
由: Murtaza, Ghulam
出版: (2021)

Time series analysis and improved deep learning model for electricity price forecasting /
由: Iqbal, Md Rashed
出版: (2022)

End-to-end DVB-S2X system design with deep learning-based channel estimation over satellite fading channels
由: Mfarej, Sumaya Dhari Awad
出版: (2021)

Deep learning-based colorectal cancer classification using augmented and normalised gut microbiome data /
由: Mulenga, Mwenge
出版: (2022)

Speech-based depression recognition for Bahasa Malaysia speakers using deep learning models /
由: Ezzi, Mugahed Al Ezzi Ahmed
出版: (2021)

Identification of ECG anomalies through deep deterministic learning /
由: Iqbal, Uzair
出版: (2020)

Image and video based emotion recognition using deep learning /
由: Arselan Ashraf
出版: (2021)

A deep learning framework for the defection of source code plagiarism using Siamese network and embedding models /
由: Manahi, Mohammed S.M
出版: (2021)

Novice programmers' emotion and competency assessments using machine learning on physiological data /
由: Jannat, Fatima
出版: (2022)

Automated scanned receipt processing with optical character recognition and machine learning /
由: Hor, Zhang Neng
出版: (2022)

Deep learning-based classification of breast tumors in ultrasound images /
由: Omar, Ayub Ahmed
出版: (2022)

Multitasking deep neural network models for Arabic dialect sentiment analysis
由: Alali, Muath Mohammad Oqlah
出版: (2022)

Autism spectrum self-stimulatory behaviours classification using explainable temporal coherency deep network and SVM classifier /
由: Liang, Shuaibing
出版: (2022)

Spotting events in football videos with a combination of two-stream convolutional neural network and dilated recurrent neural network /
由: Mahaseni, Behzad
出版: (2021)

Multi-label incremental kernel extreme learning machine for food recognition /
由: Chen, Sai
出版: (2022)

Progressive kernel extreme learning machine for food image analysis via optimal features /
由: Tahir, Ghalib Ahmed
出版: (2022)

Designing a compact deep learning model for image captioning /
由: Tan, Jia Huei
出版: (2022)

Analytical Study Of Machine Learning Models For Stock Trading In Malaysian Market
由: Hazirah Halul

Mammogram breast mass classification using deep convolutional neural network /
由: Mohd Nafie Maslan
出版: (2022)

Semi-supervised learning for feature selection and classification of data /
由: Ganesh Krishnasamy
出版: (2019)

Development of sensor-based machinery vibration assessment system for effective faults diagnostic in condition based maintenance using machine learning /
由: Syed Mohd Syafiq Syed Mahmud
出版: (2022)

EEG-based topography of reading-writing pathway for dyslexic with writing disorder as an alternative to fMRI Images / Noor Bariah Mohamad
由: Mohamad, Noor Bariah
出版: (2016)

Imitation learning through self-exploration : rom eody-babbling to visuomotor Association /
由: Dawood, Farhan
出版: (2015)

Development of Machine Learning Algorithm for Acquiring Machining Data in Turning Process
由: Ali Al-Assadi, Hayder M. A.
出版: (2004)

A study and enhancements of reinforcement learning methods /
由: Lee, Chin Yew
出版: (1998)

Identification and analysis of human physical exercise postures using computer vision and deep learning /
由: Krishnamoorthy, Sriram
出版: (2021)

Segmentation of MRI brain images using statistical approaches
由: Balafar, Mohammad Ali
出版: (2011)

Predicting the outcomes of football matches using machine learning techniques /
由: Haruna, Usman
出版: (2015)

Age classification using Hierarchical Support Vector Machine based on characteristics of upper facial area
由: Dahlan, Hadi Affendy
出版: (2013)

A voting-based hybrid machine learning approach for fraudulent financial data classification /
由: Kuldeep Kaur Ragbir Singh
出版: (2019)

A new feature extraction method for quantitative EEG based on relative source temporal (RST) approach /
由: Shams, Wafaa Khazaal
出版: (2015)

A hybrid deep CNN model for fast class-incremental food classification /
由: Al-Ashwal, Aymen Taher Ahmed
出版: (2019)

Speaker identification through feature fusion based deep learning /
由: Jahangir, Rashid
出版: (2021)

Formation and reduction of 5-hydroxymethylfurfural during deep-fat frying of bananas
由: Kavousi, Parviz
出版: (2014)

Supervised optimal decision machine learning approach to class and method-level data preprocessing towards effective software defect prediction /
由: Felix, Ebubeogu Amarachukwu
出版: (2020)

Blood cells classification using embedded machine learning /
由: Zhang, Zimu
出版: (2021)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group