[HTML][HTML] Advancements in deep learning techniques for brain tumor segmentation: A survey

CM Umarani, SG Gollagi, S Allagi, K Sambrekar… - Informatics in Medicine …, 2024 - Elsevier
The escalating incidence of accurate detection of brain tumors within the discipline of neuro-
oncology underscores the pressing demand for enhanced diagnostic methodologies. The …

Efficient brain tumor detection using VGG-16 and ResNet50 transfer learning models

T Kujani, S Alex David, T Sathya, P Arivubrakan… - … Conference on Soft …, 2023 - Springer
Brain tumors are a serious health concern that can lead to significant morbidity and mortality
if not detected and treated early. Traditional methods of detecting brain tumors can be …

Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach

TN Lindeijer, TM Ytredal, T Eftestøl, T Nordström… - arXiv preprint arXiv …, 2023 - arxiv.org
An accurate prostate delineation and volume characterization can support the clinical
assessment of prostate cancer. A large amount of automatic prostate segmentation tools …

Reconsidering evaluation practices in modular systems: On the propagation of errors in MRI prostate cancer detection

ES Rolfsnes, P Thangngat, T Eftestøl… - arXiv preprint arXiv …, 2023 - arxiv.org
Magnetic resonance imaging has evolved as a key component for prostate cancer (PCa)
detection, substantially increasing the radiologist workload. Artificial intelligence (AI) …

OPTIMIZED U-NET SEGMENTATION MODEL AND DEEP MAXOUT CLASSIFIER FOR BRAIN TUMOR CLASSIFICATION

S Thomas, R Sudarmani - Biomedical Engineering: Applications …, 2024 - World Scientific
The most serious nervous system ailment, a brain tumor impairs one's health seriously and
ultimately results in death. MRI, one of the most frequently used medical imaging modalities …

Exploring Deep Learning Techniques for MRI Brain Tumor Image Segmentation: A Survey

R Rohith, MJ Dayalan, M Meena… - … on Advances in …, 2024 - ieeexplore.ieee.org
Medical image segmentation is critical for accurate brain tumor Diagnosis as well as
treatment. MRI is the most popular technique for visualizing brain structures and …

Dual Vision Transformer-DSUNET With Feature Fusion for Brain Tumor Segmentation

M Zakariah, M Al-Razgan, T Alfakih - 2024 - researchsquare.com
Brain tumors are one of the leading causes of cancer death; screening early is the best
strategy to diagnose and treat brain tumors. Magnetic Resonance Imaging (MRI) is …

Review of deep learning-driven MRI brain tumor detection and segmentation methods

R Zhang, H Luo, W Chen, Y Bai - Advances in Computer …, 2023 - clausiuspress.com
The application of deep learning in the field of medical imaging has become increasingly
widespread, greatly promoting the advancement and development of Magnetic Resonance …