Frontiers

Comparative analysis of machine learning techniques on the BraTS dataset for brain tumor classification

1 Information Statistics Center, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China 2 School of Computer Science and Technology, Hubei Business ...
IEEE

Brain Tumor Detection Using Deep Learning-Based CNN Model

Abstract: Brain tumors are a major menace to human life, requiring an early and accurate diagnosis for the betterment of patient health outcomes. This paper discusses an automated brain tumor ...
IEEE

Deep Learning for Brain Tumor Classification: CNN Models with Saliency Map Insights

Abstract: This paper aims to classify brain tumors using Convolutional Neural Networks (CNNs) applied to MRI images. We employed four models: a custom CNN, VGG16, ResNet101, and a hybrid model ...
IEEE

AI Driven Brain Tumor Classification and Localization Using Faster R-CNN

Abstract: The increasing prevalence of brain tumors necessitates the development of accurate, automated methods for early diagnosis and localization. Traditional approaches, which rely on manual MRI ...
AOL

Former NBA player Jason Collins undergoing treatment for brain tumor

NEW YORK (AP) — Jason Collins, the NBA's first openly gay player who now serves as an ambassador for the league, is undergoing treatment for a brain tumor, his family said Thursday. Collins announced ...
Yahoo! Sports

Former NBA player Jason Collins undergoing treatment for a brain tumor, league announces

It was announced Thursday morning that former NBA player and league ambassador Jason Collins is undergoing treatment for a brain tumor. A statement was presented by the NBA on behalf of Collins and ...
IEEE

Brain Cancer Detection Using a Fusion of Convolutional Neural Networks and Random Forests in Deep Vision Systems

Abstract: This paper has achieved high levels of accuracy through the combination of CNNs and RF and been highly praised, especially for medical image recognition studies. This paper concentrates on ...
Fox News

Erin Andrews had 'no symptoms' before cancer diagnosis, pushes for early screenings

Sports broadcaster Erin Andrews, a cervical cancer survivor, is joining a national movement to promote early cancer screening, a cause that hits close to home. Andrews, a member of the FOX NFL ...
IEEE

Deep Hybrid Models for Multi-Class Brain Tumor Classification: Integrating CNN, Transformers, and Explainable AI for Enhanced MRI-Based Detection

Abstract: Classifications of brain tumors using MRI or magnetic resonance imaging is a critical responsibility in neurooncology, directly influencing diagnosis, treatment planning, and prognosis. In ...
IEEE

Deep Learning to Revolutionize Brain Tumor Detection and Classification Using Multi-Plane MRI Scans

Abstract: Early and accurate detection of brain tumors is essential for guiding effective treatment, and MRI imaging has become a crucial tool due to its detailed and high-resolution visuals. However, ...
IEEE

Brain Tumour Identification, Classification and Severity Assessment using CNN - LSTM

Abstract: Brain tumours present a formidable challenge in healthcare, requiring accurate identification, classification, and severity assessment for effective treatment. Leveraging deep learning ...