Automated feature extraction on brain MRI images for predicting multiple sclerosis patient disability
Many past studies had used multiple MRI scans and protocols to automate the prediction of MS patients’ disability. They focused on using non-raw MRI data including clinical, radiological, and general patient information with different study durations. Furthermore, they were using manual and semi-aut...
| Main Author: | M. Muslim, Ali |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2022
|
| Subjects: | |
| Online Access: | http://psasir.upm.edu.my/id/eprint/114906/ http://psasir.upm.edu.my/id/eprint/114906/1/114906.pdf |
Similar Items
Automated feature extraction for predicting multiple sclerosis patient disability using brain MRI
by: Muslim, Ali M., et al.
Published: (2022)
by: Muslim, Ali M., et al.
Published: (2022)
Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database
by: Liu, Yihui, et al.
Published: (2015)
by: Liu, Yihui, et al.
Published: (2015)
Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database
by: Liu, Yihui, et al.
Published: (2014)
by: Liu, Yihui, et al.
Published: (2014)
Brain imaging biomarkers in Multiple Sclerosis
by: Altokhis, Amjad
Published: (2023)
by: Altokhis, Amjad
Published: (2023)
A novel semi-supervised algorithm for rare prescription side effect discovery
by: Reps, Jenna M., et al.
Published: (2014)
by: Reps, Jenna M., et al.
Published: (2014)
Signalling paediatric side effects using an ensemble of simple study designs
by: Reps, Jenna M., et al.
Published: (2014)
by: Reps, Jenna M., et al.
Published: (2014)
Attributes for causal inference in electronic healthcare databases
by: Reps, Jenna, et al.
Published: (2013)
by: Reps, Jenna, et al.
Published: (2013)
Comparison of algorithms that detect drug side effects using electronic healthcare databases
by: Reps, Jenna M., et al.
Published: (2013)
by: Reps, Jenna M., et al.
Published: (2013)
Image feature extraction for colorectal cancer cells classification / Mohd. Yamin Ahmad
by: Ahmad, Mohd. Yamin
Published: (2015)
by: Ahmad, Mohd. Yamin
Published: (2015)
Translational diagnostic neuroimaging in mild traumatic brain injury and multiple sclerosis
by: Allen, Christopher Martin
Published: (2024)
by: Allen, Christopher Martin
Published: (2024)
Brain MRI dataset of multiple sclerosis with consensus manual lesion segmentation and patient meta information
by: Muslim, Ali M., et al.
Published: (2022)
by: Muslim, Ali M., et al.
Published: (2022)
Segmentation of MRI brain images using statistical approaches
by: Balafar, Mohammad Ali
Published: (2011)
by: Balafar, Mohammad Ali
Published: (2011)
Comparison of distance metrics for hierarchical data in medical databases
by: Hassan, Diman, et al.
Published: (2014)
by: Hassan, Diman, et al.
Published: (2014)
Brain segmentation of T1-weighted MRI brain images / Zalikha Farhanah Zainal Abidin
by: Zainal Abidin, Zalikha Farhanah
Published: (2015)
by: Zainal Abidin, Zalikha Farhanah
Published: (2015)
Role of 3D double inversion recovery in detecting multiple sclerosis using 3 tesla MRI system in Saudi Arabia
by: Almutairi, Abdullah Dhaifallah N
Published: (2021)
by: Almutairi, Abdullah Dhaifallah N
Published: (2021)
Image analysis of Gray Matter alterations and White Matter lesions in Multiple Sclerosis
by: Singh, Sonika
Published: (2021)
by: Singh, Sonika
Published: (2021)
Imaging markers of brain network disruption in multiple sclerosis
by: Welton, Thomas
Published: (2017)
by: Welton, Thomas
Published: (2017)
Improving named entity recognition accuracy of gene and protein in biomedical text
by: Tohidi, Hossein
Published: (2011)
by: Tohidi, Hossein
Published: (2011)
Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank
by: Alfaro-Almagro, Fidel, et al.
Published: (2018)
by: Alfaro-Almagro, Fidel, et al.
Published: (2018)
Integration of object-based image analysis and data mining techniques for detailes urban mapping using remote sensing
by: Hamedianfar, Alireza
Published: (2015)
by: Hamedianfar, Alireza
Published: (2015)
Using MRI to elucidate the importance of physical activity to brain health and motor function in ageing
by: Nicholas, Rosemary
Published: (2023)
by: Nicholas, Rosemary
Published: (2023)
A comparison of phase imaging and quantitative susceptibility mapping in the imaging of multiple sclerosis lesions at ultrahigh field
by: Cronin, Matthew John, et al.
Published: (2016)
by: Cronin, Matthew John, et al.
Published: (2016)
Prediction And Correlation Of Computed Tomography Findings With First Clinical Presentation in patients diagnosed Primary Brain Tumour.
by: Abdullah, Mohd Shafie
Published: (2001)
by: Abdullah, Mohd Shafie
Published: (2001)
MRI white matter lesion central veins in multiple sclerosis
by: Samaraweera, Amal Prasanna Rohan
Published: (2017)
by: Samaraweera, Amal Prasanna Rohan
Published: (2017)
On harmonisation of brain MRI data across scanners and sites
by: Ntata, Asante
Published: (2023)
by: Ntata, Asante
Published: (2023)
An Ontology for Protein Data Models
by: Sidhu, Amandeep, et al.
Published: (2005)
by: Sidhu, Amandeep, et al.
Published: (2005)
Ontology-based Knowledge Representation for Protein Data
by: Chang, Elizabeth, et al.
Published: (2005)
by: Chang, Elizabeth, et al.
Published: (2005)
The relation of familial longevity and progression of disability in multiple sclerosis
by: Gao, Xin
Published: (2019)
by: Gao, Xin
Published: (2019)
Advanced MRI techniques in studying multiple sclerosis pathology and lesion progression
by: Elsarraj, Afaf
Published: (2016)
by: Elsarraj, Afaf
Published: (2016)
Combining deep and handcrafted image features for MRI brain scan classification
by: Hasan, Ali M., et al.
Published: (2019)
by: Hasan, Ali M., et al.
Published: (2019)
Case Slicing Technique for Feature Selection
by: A. Shiba, Omar A.
Published: (2004)
by: A. Shiba, Omar A.
Published: (2004)
Does tranexamic acid lead to changes in MRI-measures of brain tissue health in patients with spontaneous intracerebral haemorrhage? An MRI sub-study nested within the double-blind randomised controlled TICH-2 trial
by: Dineen, Robert A., et al.
Published: (2018)
by: Dineen, Robert A., et al.
Published: (2018)
The application of automated mine survey systems to mine surveying practice
by: Ketteman, Mark Robert
Published: (1985)
by: Ketteman, Mark Robert
Published: (1985)
Cortical imaging as seen at ultrahigh field MRI
by: Abdel-Fahim, Rasha
Published: (2017)
by: Abdel-Fahim, Rasha
Published: (2017)
Development of abdominal MRI at 7 Tesla
by: Doran, Emma
Published: (2020)
by: Doran, Emma
Published: (2020)
Monitoring head motion in a 7T MRI scanner using an NMR field camera
by: Bortolotti, Laura
Published: (2022)
by: Bortolotti, Laura
Published: (2022)
Protein ontology: Vocabulary for protein data
by: Chang, Elizabeth, et al.
Published: (2005)
by: Chang, Elizabeth, et al.
Published: (2005)
Protein Ontology: Semantic Data Integration in Proteomics
by: Sidhu, Amandeep, et al.
Published: (2005)
by: Sidhu, Amandeep, et al.
Published: (2005)
Creating a protein ontology resource
by: Chang, Elizabeth, et al.
Published: (2005)
by: Chang, Elizabeth, et al.
Published: (2005)
Motion correction for MRI using external tracking devices
by: Smith, James
Published: (2019)
by: Smith, James
Published: (2019)
Similar Items
-
Automated feature extraction for predicting multiple sclerosis patient disability using brain MRI
by: Muslim, Ali M., et al.
Published: (2022) -
Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database
by: Liu, Yihui, et al.
Published: (2015) -
Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database
by: Liu, Yihui, et al.
Published: (2014) -
Brain imaging biomarkers in Multiple Sclerosis
by: Altokhis, Amjad
Published: (2023) -
A novel semi-supervised algorithm for rare prescription side effect discovery
by: Reps, Jenna M., et al.
Published: (2014)