Neurology is the specialty within the medical field pertaining to nerves and the nervous system. Neurologists diagnose and treat diseases of the brain, spinal cord, peripheral nerves, muscles, autonomic nervous system, and blood vessels. Much of neurology is consultative, as neurologists treat patients suffering from strokes, Alzheimer’s disease, seizure disorders, and spinal cord disorders.
Neurology offers several subspecialties, including the following:
- Brain injury medicine
- Child neurology
- Clinical neurophysiology
- Endovascular surgical neuroradiology
- Hospice and palliative medicine
- Neurodevelopmental disabilities
- Neuromuscular medicine
- Pain medicine
- Sleep medicine
- Vascular neurology
(definition from here)
- Near real-time intraoperative brain tumor diagnosis using stimulated Raman histology and deep neural networks - Nature Medicine - 2020
- A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using 18F-FDG PET of the Brain - 2018
- High-precision automated reconstruction of neurons with flood-filling networks - 2018
- Machine learning in neurology: what neurologists can learn from machines and vice versa - 2018
- AI and Neuroscience: A virtuous circle
- Artificial Intelligence and Neurology - 2016
- MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
- nilearn: machine learning for neuroimaging in Python
- visbrain: brain data visualization in Python
- Allen Brain Atlas
- BrainCloud
- The Human Connectome Project
- UCI - EEG Database Data Set
- MRI Lesion Segmentation in Multiple Sclerosis Database
- Multiple sclerosis lesion segmentation
- EEG Challenge Datasets on Kaggle
- American Epilepsy Society Seizure Prediction Challenge
- UPenn and Mayo Clinic's Seizure Detection Challenge
- Grasp-and-Lift EEG Detection
- Parkinsons Data Set
- Parkinsons Telemonitoring Data Set
- Parkinson Speech Dataset with Multiple Types of Sound Recordings Data Set
- Parkinson's Disease Classification Data Set