Frontiers

GAME-Net: an ensemble deep learning framework integrating Generative Autoencoders and attention mechanisms for automated brain tumor segmentation in MRI

Introduction: Accurate and early identification of brain tumors is essential for improving therapeutic planning and clinical outcomes. Manual segmentation of Magnetic Resonance Imaging (MRI) remains ...
TMJ4

Kenosha basketball YouTuber Tristan Jass to get surgery to remove brain tumor

Tristan Jass, a YouTuber based in Kenosha who is known for his for his viral trick shots and basketball skills, announced on Facebook Saturday that he plans to have surgery to remove a brain tumor.
Scientific Research Publishing

Enhanced Liver Tumor Detection in CT Images Using 3D U-Net and Bat Algorithm for Hyperparameter Optimization ()

1 Department of Mathematics and Statistics, Loyola University Chicago, Chicago, IL, USA. 2 Department of Mathematics and Computer Science, Islamic Azad University, Science and Research Branch, Tehran, ...
Frontiers

Application and improvement of YOLO11 for brain tumor detection in medical images

Brain tumors pose a critical threat to human health, and early detection is essential for improving patient outcomes. This study presents two key enhancements to the YOLOv11 architecture aimed at ...
IEEE

Masked and Noise-Masked Multimodal Brain Tumor Image Segmentation Using SegFormer and Shared Encoder Framework

Abstract: Medical image segmentation is a critical task in clinical diagnosis and treatment, particularly for brain tumor analysis using imaging modalities such as Magnetic Resonance Imaging (MRI) and ...
Scientific Research Publishing

From U-Net to Swin-Unet Transformers: The Next-Generation Advances in Brain Tumor Segmentation with Deep Learning ()

Brain tumor segmentation is a vital step in diagnosis, treatment planning, and prognosis in neuro-oncology. In recent years, deep learning approaches have revolutionized this field, evolving from the ...
Long Island Press

Brain Tumor Foundation offers free MRI screenings at Sid Jacobson JCC

The Brain Tumor Foundation will offer free MRI screenings for early detection of brain tumors at the Sid Jacobson JCC from Sunday, June 15, through Friday, June 20. The screenings are part of the ...
PNAS

OMT and tensor SVD–based deep learning model for segmentation and predicting genetic markers of glioma: A multicenter study

Accurate characterization of glioma is essential for effective clinical decision-making. Most current studies involve a limited number of patients and focus solely on single-gene tasks. This research ...