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prathimacode-hub / ML-ProjectKart

🙌Kart of 232+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.
https://prathimacode-hub.github.io/ML-ProjectKart/
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Brain Tumor Detection and Classification #60

Closed PriyankaHotchandani closed 3 years ago

PriyankaHotchandani commented 3 years ago

Title: Brain Tumor Detection and Classification About: Building a model for detection and classification of brain tumor from MRI images of the patient Name: Priyanka Hotchandani Label: Feature Request Assignee:

Define You:

Is your feature request related to a problem? Please describe. Diagnosis of brain tumors in the early stages of the tumor’s start is difficult because it cannot accurately measure the size and resolution of the tumor. Therefore, the treatment of tumor depends on the timely diagnosis of the tumor. For skilled radiologists, analysis of multimodal MRI scans can take up to 20 minutes. Since manual image feature extraction methods are very time inefficient, limited to operator experience, and are prone to human error, a reliable and fully automatic classification method using MRI data is necessary for efficient cancer detection.

Describe the solution you'd like... Build a model to detect whether a brain tumor is present in a patient or not. If the presence of tumor is detected, it is then classified into ‘Glioma’, ‘Pituitary’ and ‘Meningioma’. This automated detection technique facilitates accurate, efficient and cost-effective detection of brain tumors whilst alleviating the bottleneck of limited diagnosis time for doctors. Dataset: https://www.kaggle.com/sartajbhuvaji/brain-tumor-classification-mri

prathimacode-hub commented 3 years ago

Sure, proceed with the issue. It's assigned to you. @PriyankaHotchandani