Brain Tumor 11300 Mri Images 30 Classes

Hi everyone, Fernando Feltrin here. This time i'm bringing you a dataset of brain tumor masses from magnetic resonance imaging. There are 11300 images at 512x512 pixels, organized into 3 weightings and 30 classes (Astrocytoma T1, Astrocytoma T1C+, Astrocytoma T2, Ependymoma T1, Ependymoma T1C+, Ependymoma T2, Glioma T1, Glioma T1C+, Glioma T2, Hemangiopericytoma T1, Hemangiopericytoma T1C+, Hemangiopericytoma T2, Meningioma T1, Meningioma T1C+, Meningioma T2, Neurocytoma T1, Neurocytoma T1C+, Neurocytoma T2, Normal T1, Normal T1C+, Normal T2, Oligodendroglioma T1, Oligodendroglioma T1C+, Oligodendroglioma T2, Other T1, Other T1C+, Other T2, Schwannoma T1, Schwannoma T1C+, Schwannoma T2). Together, a JSON file containing the metadata for each of the images (file name, height, width, point (a marker positioned exactly in the middle of the lesion*), location, description, and class). *Except for Normal T1, Normal T1C+, and Normal T2 classes, in these the marker is located in the middle of the image because it does not indicate any lesion. *The X and Y references are invisible in the image; they only appear in the metadata for training attention mechanisms in convolutional artificial neural networks. -Images without patient identifiers, interpreted by radiologists and provided for study purposes. -Raw images, without any demarcation, correction, or enhancement. -No synthetic augmentation were applied. Buy or read my books on Amazon Notes in Neurosciences - https://www.amazon.com/dp/B0GSWH1X14 Notes in Neuropsychology: The study of the behavioral expression of structural functionalities/dysfunctions of the nervous system - https://www.amazon.com/dp/B0FYV6R9QD The Neuroscience of Anxiety - https://www.amazon.com/dp/B0GHB1VDKF Neuroscience of Psychiatric Disorders: ADHD - https://www.amazon.com/dp/B0DV6RQ2K8 Neuroscience of Psychiatric Disorders: ASD - https://www.amazon.com/dp/B0F3TXW1SV Collection Neuroscience of Executive Functions and Psychiatric Disorders - https://www.amazon.com/dp/B0F6W1ZMSK --//-- USE TO SAVE LIVES!!!