Cargando…

Brain Tumor Detection Based on Deep Learning Approaches and Magnetic Resonance Imaging

SIMPLE SUMMARY: In this research, we addressed the challenging task of brain tumor detection in MRI scans using a large collection of brain tumor images. We demonstrated that fine tuning a state-of-the-art YOLOv7 model through transfer learning significantly improved its performance in detecting gli...

Descripción completa

Detalles Bibliográficos
Autores principales:	Abdusalomov, Akmalbek Bobomirzaevich, Mukhiddinov, Mukhriddin, Whangbo, Taeg Keun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10453020/ https://www.ncbi.nlm.nih.gov/pubmed/37627200 http://dx.doi.org/10.3390/cancers15164172

Ejemplares similares

Improved Face Detection Method via Learning Small Faces on Hard Images Based on a Deep Learning Approach
por: Mamieva, Dilnoza, et al.
Publicado: (2023)

An Improved Forest Fire Detection Method Based on the Detectron2 Model and a Deep Learning Approach
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2023)

Improved Real-Time Fire Warning System Based on Advanced Technologies for Visually Impaired People
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2022)

A Wildfire Smoke Detection System Using Unmanned Aerial Vehicle Images Based on the Optimized YOLOv5
por: Mukhiddinov, Mukhriddin, et al.
Publicado: (2022)

Automatic Fire Detection and Notification System Based on Improved YOLOv4 for the Blind and Visually Impaired
por: Mukhiddinov, Mukhriddin, et al.
Publicado: (2022)

Attention 3D U-Net with Multiple Skip Connections for Segmentation of Brain Tumor Images
por: Nodirov, Jakhongir, et al.
Publicado: (2022)

Parking Lot Occupancy Detection with Improved MobileNetV3
por: Yuldashev, Yusufbek, et al.
Publicado: (2023)

Development of Real-Time Landmark-Based Emotion Recognition CNN for Masked Faces
por: Farkhod, Akhmedov, et al.
Publicado: (2022)

Modeling and Applying Implicit Dormant Features for Recommendation via Clustering and Deep Factorization
por: Kutlimuratov, Alpamis, et al.
Publicado: (2022)

Evaluating Synthetic Medical Images Using Artificial Intelligence with the GAN Algorithm
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2023)

Improved Feature Parameter Extraction from Speech Signals Using Machine Learning Algorithm
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2022)

Multimodal Emotion Detection via Attention-Based Fusion of Extracted Facial and Speech Features
por: Mamieva, Dilnoza, et al.
Publicado: (2023)

An Improved Wildfire Smoke Detection Based on YOLOv8 and UAV Images
por: Saydirasulovich, Saydirasulov Norkobil, et al.
Publicado: (2023)

An Improvement of the Fire Detection and Classification Method Using YOLOv3 for Surveillance Systems
por: Abdusalomov, Akmalbek, et al.
Publicado: (2021)

Fire Detection and Notification Method in Ship Areas Using Deep Learning and Computer Vision Approaches
por: Avazov, Kuldoshbay, et al.
Publicado: (2023)

Real-Time Deep Learning-Based Drowsiness Detection: Leveraging Computer-Vision and Eye-Blink Analyses for Enhanced Road Safety
por: Safarov, Furkat, et al.
Publicado: (2023)

Improved Classification Approach for Fruits and Vegetables Freshness Based on Deep Learning
por: Mukhiddinov, Mukhriddin, et al.
Publicado: (2022)

Masked Face Emotion Recognition Based on Facial Landmarks and Deep Learning Approaches for Visually Impaired People
por: Mukhiddinov, Mukhriddin, et al.
Publicado: (2023)

Data Anomaly Detection for Structural Health Monitoring Based on a Convolutional Neural Network
por: Kim, Soon-Young, et al.
Publicado: (2023)

Enhanced Classification of Dog Activities with Quaternion-Based Fusion Approach on High-Dimensional Raw Data from Wearable Sensors
por: Muminov, Azamjon, et al.
Publicado: (2022)

Improved Agricultural Field Segmentation in Satellite Imagery Using TL-ResUNet Architecture
por: Safarov, Furkat, et al.
Publicado: (2022)

Transfer Learning for Effective Urolithiasis Detection
por: Choi, Hyoung-Sun, et al.
Publicado: (2023)

Edge‐based effective active appearance model for real‐time wrinkle detection
por: Sabina, Umirzakova, et al.
Publicado: (2020)

A-DenseUNet: Adaptive Densely Connected UNet for Polyp Segmentation in Colonoscopy Images with Atrous Convolution
por: Safarov, Sirojbek, et al.
Publicado: (2021)

A YOLOv6-Based Improved Fire Detection Approach for Smart City Environments
por: Norkobil Saydirasulovich, Saydirasulov, et al.
Publicado: (2023)

Automated Classification of Brain Tumors from Magnetic Resonance Imaging Using Deep Learning
por: Rasheed, Zahid, et al.
Publicado: (2023)

Brain Tumor Classification from MRI Using Image Enhancement and Convolutional Neural Network Techniques
por: Rasheed, Zahid, et al.
Publicado: (2023)

Development of Language Models for Continuous Uzbek Speech Recognition System
por: Mukhamadiyev, Abdinabi, et al.
Publicado: (2023)

New Approach for Generating Synthetic Medical Data to Predict Type 2 Diabetes
por: Tagmatova, Zarnigor, et al.
Publicado: (2023)

A deep-learning approach for segmentation of liver tumors in magnetic resonance imaging using UNet++
por: Wang, Jing, et al.
Publicado: (2023)

Noninvasive Identification of Viable Cell Populations in Docetaxel-Treated Breast Tumors Using Ferritin-Based Magnetic Resonance Imaging
por: Choi, YoonSeok, et al.
Publicado: (2013)

Efficient Detection of Knee Anterior Cruciate Ligament from Magnetic Resonance Imaging Using Deep Learning Approach
por: Javed Awan, Mazhar, et al.
Publicado: (2021)

Role of Ensemble Deep Learning for Brain Tumor Classification in Multiple Magnetic Resonance Imaging Sequence Data
por: Tandel, Gopal S., et al.
Publicado: (2023)

Grade Classification of Tumors from Brain Magnetic Resonance Images Using a Deep Learning Technique
por: Srinivasan, Saravanan, et al.
Publicado: (2023)

Applying Deep Learning to Accelerated Clinical Brain Magnetic Resonance Imaging for Multiple Sclerosis
por: Mani, Ashika, et al.
Publicado: (2021)

Brain Magnetic Resonance Imaging Classification Using Deep Learning Architectures with Gender and Age
por: Wahlang, Imayanmosha, et al.
Publicado: (2022)

An Ensemble of Deep Learning Enabled Brain Stroke Classification Model in Magnetic Resonance Images
por: Eshmawi, Ala' A., et al.
Publicado: (2022)

Review of deep learning and artificial intelligence models in fetal brain magnetic resonance imaging
por: Vahedifard, Farzan, et al.
Publicado: (2023)

Lumbar Disc Herniation Automatic Detection in Magnetic Resonance Imaging Based on Deep Learning
por: Tsai, Jen-Yung, et al.
Publicado: (2021)

Automated detection of knee cystic lesions on magnetic resonance imaging using deep learning
por: Xiongfeng, Tang, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_pumb6vi14ee9dmtv83a5kvnn09