Get started
Keyword

MRI classification

Description: The categorization of magnetic resonance images or their features, often using computational methods in medical imaging.
OpenAlex ID: keywords/mri-classification
Cerebral Palsy: Current Opinions on Definition, Epidemiology, Risk Factors, Classification and Treatment Options
2020 · Małgorzata Sadowska, Beata Sarecka-Hujar, et al. · Neuropsychiatric Disease and Treatment · 603
PDF
Relationship of glioblastoma multiforme to neural stem cell regions predicts invasive and multifocal tumor phenotype
2007 · Daniel A. Lim, Soonmee Cha, et al. · Neuro-Oncology · 442
Early Detection of Alzheimer’s Disease Using Magnetic Resonance Imaging: A Novel Approach Combining Convolutional Neural Networks and Ensemble Learning
2020 · Dan Pan, An Zeng, et al. · Frontiers in Neuroscience · 324
PDF
Classification and Visualization of Alzheimer’s Disease using Volumetric Convolutional Neural Network and Transfer Learning
2019 · Kanghan Oh, Young-Chul Chung, et al. · Scientific Reports · 318
PDF
Glioma Grading on Conventional MR Images: A Deep Learning Study With Transfer Learning
2018 · Yang Yang, Lin-Feng Yan, et al. · Frontiers in Neuroscience · 317
PDF
A new switching-delayed-PSO-based optimized SVM algorithm for diagnosis of Alzheimer’s disease
2018 · Nianyin Zeng, Hong Qiu, et al. · Neurocomputing · 303
Convolutional neural networks for multi-class brain disease detection using MRI images
2019 · Muhammed Talo, Ozal Yildirim, et al. · Computerized Medical Imaging and Graphics · 301
PDF
A novel CNN architecture for accurate early detection and classification of Alzheimer’s disease using MRI data
2024 · A. M. El-Assy, Hanan M. Amer, et al. · Scientific Reports · 190
PDF
Diagnosis of Alzheimer's disease using universum support vector machine based recursive feature elimination (USVM-RFE)
2020 · B. Richhariya, M. Tanveer, et al. · Biomedical Signal Processing and Control · 189
PDF
Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal
2020 · Nicola K. Dinsdale, Mark Jenkinson, et al. · NeuroImage · 178
PDF
MRI characteristics and classification of peripheral vascular malformations and tumors
2008 · Hicham Moukaddam, Jeffrey Pollak, et al. · Skeletal Radiology · 177
Intramedullary spinal sarcoidosis
1993 · S. S. Junger, B. J. Stern, et al. · Neurology · 172
The Morel-Lavallée lesion: pathophysiology, clinical presentation, imaging features, and treatment options
2013 · Iris Bonilla-Yoon, Sulabha Masih, et al. · Emergency Radiology · 170
Differentiation between glioblastoma, brain metastasis and subtypes using radiomics analysis
2019 · Moran Artzi, Idan Bressler, et al. · Journal of Magnetic Resonance Imaging · 165
A deep learning framework for early diagnosis of Alzheimer’s disease on MRI images
2023 · Doaa Ahmed Arafa, Hossam El-Din Moustafa, et al. · Multimedia Tools and Applications · 155
PDF
CBIR system using Capsule Networks and 3D CNN for Alzheimer's disease diagnosis
2018 · K.R. Kruthika, Rajeswari, et al. · Informatics in Medicine Unlocked · 150
A MRI classification of periprosthetic soft tissue masses (pseudotumours) associated with metal-on-metal resurfacing hip arthroplasty
2011 · Jennifer Hauptfleisch, Hemant Pandit, et al. · Skeletal Radiology · 144
Alzheimer’s disease classification using pre-trained deep networks
2021 · Jayanthi Venkatraman Shanmugam, Baskar Duraisamy, et al. · Biomedical Signal Processing and Control · 141
Radiological classification of optic pathway gliomas: experience of a modified functional classification system
2008 · T TAYLOR, T JASPAN, et al. · British Journal of Radiology · 141
Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinson’s disease
2020 · Gabriel Solana-Lavalle, Roberto Rosas-Romero · Computer Methods and Programs in Biomedicine · 138
PDF
Transfer learning using freeze features for Alzheimer neurological disorder detection using ADNI dataset
2021 · Saeeda Naz, Abida Ashraf, et al. · Multimedia Systems · 135
On automated source selection for transfer learning in convolutional neural networks
2017 · Muhammad Jamal Afridi, Arun Ross, et al. · Pattern Recognition · 130
The Morel-Lavallée Lesion: Diagnosis and Management
2016 · John A. Scolaro, Tom Chao, et al. · Journal of the American Academy of Orthopaedic Surgeons · 130
Classification of graft hypertrophy after autologous chondrocyte implantation of full-thickness chondral defects in the knee
2007 · P.C. Kreuz, M. Steinwachs, et al. · Osteoarthritis and Cartilage · 130
PDF
Four-way classification of Alzheimer’s disease using deep Siamese convolutional neural network with triplet-loss function
2023 · Faizal Hajamohideen, Noushath Shaffi, et al. · Brain Informatics · 118
PDF
Works count: 1,765
Citation count: 16,540
Year
Topic
Type