[HTML][HTML] An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning
Brain tumors are among the most fatal and devastating diseases, often resulting in
significantly reduced life expectancy. An accurate diagnosis of brain tumors is crucial to …
significantly reduced life expectancy. An accurate diagnosis of brain tumors is crucial to …
[HTML][HTML] Multi-modal brain tumor detection using deep neural network and multiclass SVM
S Maqsood, R Damaševičius, R Maskeliūnas - Medicina, 2022 - mdpi.com
Background and Objectives: Clinical diagnosis has become very significant in today's health
system. The most serious disease and the leading cause of mortality globally is brain cancer …
system. The most serious disease and the leading cause of mortality globally is brain cancer …
[HTML][HTML] Deep fake detection and classification using error-level analysis and deep learning
Due to the wide availability of easy-to-access content on social media, along with the
advanced tools and inexpensive computing infrastructure, has made it very easy for people …
advanced tools and inexpensive computing infrastructure, has made it very easy for people …
[HTML][HTML] Role of ensemble deep learning for brain tumor classification in multiple magnetic resonance imaging sequence data
The biopsy is a gold standard method for tumor grading. However, due to its invasive nature,
it has sometimes proved fatal for brain tumor patients. As a result, a non-invasive computer …
it has sometimes proved fatal for brain tumor patients. As a result, a non-invasive computer …
Brain tumor classification utilizing deep features derived from high-quality regions in MRI images
The accurate and rapid detection of brain tumors is crucial for expediting patient
rehabilitation and saving lives. Brain tumors exhibit considerable variation in size, shape …
rehabilitation and saving lives. Brain tumors exhibit considerable variation in size, shape …
[HTML][HTML] A novel approach for brain tumor classification using an ensemble of deep and hand-crafted features
One of the most severe types of cancer caused by the uncontrollable proliferation of brain
cells inside the skull is brain tumors. Hence, a fast and accurate tumor detection method is …
cells inside the skull is brain tumors. Hence, a fast and accurate tumor detection method is …
Potential roles of transformers in brain tumor diagnosis and treatment
YL Lan, S Zou, B Qin, X Zhu - Brain‐X, 2023 - Wiley Online Library
Brain tumor (BT) is one of many malignancies that have substantially enhanced global
human morbidity and mortality rates. Early detection and characterization of glioma are …
human morbidity and mortality rates. Early detection and characterization of glioma are …
[HTML][HTML] Isolated convolutional-neural-network-based deep-feature extraction for brain tumor classification using shallow classifier
In today's world, a brain tumor is one of the most serious diseases. If it is detected at an
advanced stage, it might lead to a very limited survival rate. Therefore, brain tumor …
advanced stage, it might lead to a very limited survival rate. Therefore, brain tumor …
[HTML][HTML] TumorDetNet: A unified deep learning model for brain tumor detection and classification
Accurate diagnosis of the brain tumor type at an earlier stage is crucial for the treatment
process and helps to save the lives of a large number of people worldwide. Because they …
process and helps to save the lives of a large number of people worldwide. Because they …
Interpretable features fusion with precision MRI images deep hashing for brain tumor detection
E Özbay, FA Özbay - Computer Methods and Programs in Biomedicine, 2023 - Elsevier
Abstract Background and Objective Brain tumor is a deadly disease that can affect people of
all ages. Radiologists play a critical role in the early diagnosis and treatment of the 14,000 …
all ages. Radiologists play a critical role in the early diagnosis and treatment of the 14,000 …