Cargando…

Diagnosis of Brain Tumor Using Light Weight Deep Learning Model with Fine-Tuning Approach

Brain cancer is a rare and deadly disease with a slim chance of survival. One of the most important tasks for neurologists and radiologists is to detect brain tumors early. Recent claims have been made that computer-aided diagnosis-based systems can diagnose brain tumors by employing magnetic resona...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shelatkar, Tejas, Urvashi, Dr., Shorfuzzaman, Mohammad, Alsufyani, Abdulmajeed, Lakshmanna, Kuruva
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270126/ https://www.ncbi.nlm.nih.gov/pubmed/35813426 http://dx.doi.org/10.1155/2022/2858845

Ejemplares similares

Addressing Binary Classification over Class Imbalanced Clinical Datasets Using Computationally Intelligent Techniques
por: Kumar, Vinod, et al.
Publicado: (2022)

Enhancement of Detection of Diabetic Retinopathy Using Harris Hawks Optimization with Deep Learning Model
por: Gundluru, Nagaraja, et al.
Publicado: (2022)

Deep Learning-Based Privacy-Preserving Data Transmission Scheme for Clustered IIoT Environment
por: Lakshmanna, Kuruva, et al.
Publicado: (2022)

Real-Time Twitter Spam Detection and Sentiment Analysis using Machine Learning and Deep Learning Techniques
por: Rodrigues, Anisha P, et al.
Publicado: (2022)

Robustness Fine-Tuning Deep Learning Model for Cancers Diagnosis Based on Histopathology Image Analysis
por: El-Ghany, Sameh Abd, et al.
Publicado: (2023)

IoT-enabled stacked ensemble of deep neural networks for the diagnosis of COVID-19 using chest CT scans
por: Shorfuzzaman, Mohammad
Publicado: (2021)

Skin lesion classification of dermoscopic images using machine learning and convolutional neural network
por: Shetty, Bhuvaneshwari, et al.
Publicado: (2022)

Robust adversarial uncertainty quantification for deep learning fine-tuning
por: Ahmed, Usman, et al.
Publicado: (2023)

Author Correction: Skin lesion classification of dermoscopic images using machine learning and convolutional neural network
por: Shetty, Bhuvaneshwari, et al.
Publicado: (2022)

Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model
por: Vogado, Luis, et al.
Publicado: (2021)

A Non-Invasive Interpretable Diagnosis of Melanoma Skin Cancer Using Deep Learning and Ensemble Stacking of Machine Learning Models
por: Alfi, Iftiaz A., et al.
Publicado: (2022)

Subthalamic deep brain stimulation induces finely-tuned gamma oscillations in the absence of levodopa
por: Wiest, C., et al.
Publicado: (2021)

Fine-tuning TrailMap: The utility of transfer learning to improve the performance of deep learning in axon segmentation of light-sheet microscopy images
por: Oostrom, Marjolein, et al.
Publicado: (2023)

Multimodality Imaging of COVID-19 Using Fine-Tuned Deep Learning Models
por: Almuayqil, Saleh, et al.
Publicado: (2023)

Probabilistic edge weights fine-tune Boolean network dynamics
por: Deritei, Dávid, et al.
Publicado: (2022)

Blockchain Empowered Federated Learning Ecosystem for Securing Consumer IoT Features Analysis
por: Alghamdi, Abdullah, et al.
Publicado: (2022)

No Fine-Tuning, No Cry: Robust SVD for Compressing Deep Networks
por: Tukan, Murad, et al.
Publicado: (2021)

Tuning and Fine-Tuning of Synapses with Adenosine
por: Sebastião, A.M, et al.
Publicado: (2009)

An Efficient Classification of Neonates Cry Using Extreme Gradient Boosting-Assisted Grouped-Support-Vector Network
por: Chang, Chuan-Yu, et al.
Publicado: (2021)

Exploring the Power of Deep Learning: Fine-Tuned Vision Transformer for Accurate and Efficient Brain Tumor Detection in MRI Scans
por: Asiri, Abdullah A., et al.
Publicado: (2023)

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning
Publicado: (2018)

Postures anomaly tracking and prediction learning model over crowd data analytics
por: Aljuaid, Hanan, et al.
Publicado: (2023)

A fuzzy fine-tuned model for COVID-19 diagnosis
por: Esmi, Nima, et al.
Publicado: (2023)

Classification and Diagnosis of Residual Thyroid Tissue in SPECT Images Based on Fine-Tuning Deep Convolutional Neural Network
por: Guo, Yinxiang, et al.
Publicado: (2021)

A new method for detecting deception in Event Related Potentials using individual-specific weight templates
por: Alsufyani, Abdulmajeed, et al.
Publicado: (2013)

Classification of COVID-19 chest X-rays with deep learning: new models or fine tuning?
por: Pham, Tuan D.
Publicado: (2020)

Diagnosis of Salivary Gland Tumors Using Transfer Learning with Fine-Tuning and Gradual Unfreezing
por: Cheng, Ping-Chia, et al.
Publicado: (2023)

Spiking neural networks fine-tuning for brain image segmentation
por: Yue, Ye, et al.
Publicado: (2023)

Physical human locomotion prediction using manifold regularization
por: Javeed, Madiha, et al.
Publicado: (2022)

Fine-tuning the Basicity of Deep Eutectic Solvents by Substituting Guanidine for Urea in Reline
por: Umecky, Tatsuya, et al.
Publicado: (2023)

Fine-tuning helper Ts
por: Maxmen, Amy
Publicado: (2009)

The fine-tuning price of LEP
por: Chankowski, Piotr H., et al.
Publicado: (1997)

Fine-tuning in the physical universe
por: Sloan, David, et al.
Publicado: (2020)

Fine-tuning Metabolic Switches
por: Sedwick, Caitlin
Publicado: (2013)

Deep learning-based weld defect classification using VGG16 transfer learning adaptive fine-tuning
por: Kumaresan, Samuel, et al.
Publicado: (2023)

A hybrid approach of Weighted Fine-Tuned BERT extraction with deep Siamese Bi – LSTM model for semantic text similarity identification
por: Viji, D., et al.
Publicado: (2022)

Classification of Covid-19 patients using efficient fine-tuned deep learning DenseNet model
por: Bohmrah, Maneet Kaur, et al.
Publicado: (2021)

A fine-tuned YOLOv5 deep learning approach for real-time house number detection
por: Taşyürek, Murat, et al.
Publicado: (2023)

An efficient ptychography reconstruction strategy through fine-tuning of large pre-trained deep learning model
por: Pan, Xinyu, et al.
Publicado: (2023)

Image-Based Hot Pepper Disease and Pest Diagnosis Using Transfer Learning and Fine-Tuning
por: Gu, Yeong Hyeon, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_sh374mjbiid6ndio15u9rlj9kd