Classification of Brain Tumors on MRI Images Using DenseNet and Support Vector Machine

QR Code

Classification of Brain Tumors on MRI Images Using DenseNet and Support Vector Machine

The brain is a vital organ in the human body, performing various functions. The brain has always played a major role in the processing of sensory information, the production of muscular activity, and the performance of high-level cognitive functions. Among the most prevalent diseases of the brain is...

Full description

Bibliographic Details
Published in:	International Journal on Informatics Visualization
Main Author:	Minarno A.E.; Kantomo I.S.; Sumadi F.D.S.; Nugroho H.A.; Ibrahim Z.
Format:	Article
Language:	English
Published:	Politeknik Negeri Padang 2022
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133700166&doi=10.30630%2fjoiv.6.2.991&partnerID=40&md5=3d04c3486831d3c0814e9f62bb98d065

Similar Items

MRI brain tumor segmentation: A forthright image processing approach
by: Khalid N.E.A.; Ismail M.F.; Manaf M.A.A.B.; Fadzil A.F.A.; Ibrahim S.
Published: (2020)

DenseHillNet: a lightweight CNN for accurate classification of natural images
by: Saqib S.M.; Asghar M.Z.; Iqbal M.; Al-Rasheed A.; Khan M.A.; Ghadi Y.; Mazhar T.
Published: (2024)

DenseHillNet: a lightweight CNN for accurate classification of natural images
by: Saqib, et al.
Published: (2024)

Deep learning for magnetic resonance imaging brain tumor detection: evaluating ResNet, EfficientNet, and VGG-19
by: Muftic F.; Kadunic M.; Musinbegovic A.; Almisreb A.A.; Jaafar H.
Published: (2024)

Evaluation of brain tumor using brain MRI with modified-moth-flame algorithm and Kapur’s thresholding: a study
by: Kadry S.; Rajinikanth V.; Raja N.S.M.; Jude Hemanth D.; Hannon N.M.S.; Raj A.N.J.
Published: (2021)

Comparison of Various Colorization Techniques for MRI Brain Tumor Segmentation using Convolutional Neural Networks
by: Azam A.S.B.; Jumaat A.K.; Ibrahim S.
Published: (2023)

Brain aneurysm extraction in MRI images
by: Ab Rauf R.H.; Ghafar N.A.; Khalid N.E.A.
Published: (2019)

Knots timber detection and classification with C-support vector machine
by: Redzuan F.I.M.; Yusoff M.
Published: (2019)

Weed classification using one class support vector machine
by: Shahbudin S.; Zamri M.; Kassim M.; Abdullah S.A.C.; Suliman S.I.
Published: (2017)

Classification of transient in power system using support vector machine
by: Harnzah N.; Anuwar F.H.; Zakaria Z.; Tahir N.Md.
Published: (2009)

Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
by: Minarno A.E.; Mandiri M.H.C.; Azhar Y.; Bimantoro F.; Nugroho H.A.; Ibrahim Z.
Published: (2022)

Fault classification in smart distribution network using support vector machine
by: Chuan O.W.; Ab Aziz N.F.; Yasin Z.M.; Salim N.A.; Wahab N.A.
Published: (2020)

The Classification Performance using Support Vector Machine for Endemic Dengue Cases
by: Nordin N.I.; Mohd Sobri N.; Ismail N.A.; Zulkifli S.N.; Abd Razak N.F.; Mahmud M.
Published: (2020)

AN OPTIMIZED SUPPORT VECTOR MACHINE WITH GENETIC ALGORITHM FOR IMBALANCED DATA CLASSIFICATION
by: Shamsudin H.; Yusof U.K.; Haijie Y.; Isa I.S.
Published: (2023)

Classification of SEMG Signal Based Hand Movements by Using Support Vector Machine
by: Zahra S.R.; Ismail S.; Ali M.D.; Khan M.A.; Darus M.Y.; Mazhar T.
Published: (2024)

Classification of SERS-based Fish and Beef Gelatin using Support Vector Machine
by: Saharuddin K.D.; Mansor W.; Jaafar S.A.; Khan Z.I.; Mahmud A.R.
Published: (2024)

CAPSOCA: Hybrid technique for nosologic segmentation of primary brain tumors
by: Ibrahim S.; Khalid N.E.A.; Manaf M.
Published: (2019)

Automated segmentation and detection of T1-weighted magnetic resonance imaging brain images of glioma brain tumor
by: Zaihani N.H.I.M.; Roslan R.; Ibrahim Z.; Samah K.A.F.A.
Published: (2020)

Classification of hand gestures from forearm electromyogram signatures from support vector machine
by: Albitar D.; Jailani R.; Ali M.S.A.M.; Majeed A.P.P.A.
Published: (2021)

Orthogonal least square based support vector machine for the classification of infant cry with asphyxia
by: Sahak R.; Mansor W.; Lee Y.K.; Mohd Yassin A.I.; Zabidi A.
Published: (2010)

Classification of EEG signals using support vector machine to distinguish different hand motor movements
by: Hamzah N.; Abidin N.Z.; Salehuddin M.; Zaini N.; Sani M.
Published: (2017)

Housebreaking crime gait pattern classification using artificial neural network and support vector machine
by: Razak H.A.; Almisreb A.A.; Mohammed Saleh M.A.; Tahir N.M.
Published: (2020)

Graduate Data Job Classification Using Support Vector Machine with Radial Basis Function Kernel
by: Hisham M.H.H.; Abdul Aziz M.A.; Sulaiman A.A.
Published: (2023)

Performance Evaluation of Support Vector Machine Algorithm in Object Classification Using Different Preprocessing Methods
by: Zhipeng X.; Aziz M.A.A.; Razak N.A.
Published: (2024)

Preliminary Study on Classification of Cymbopogon Nardus Essential Oil using Support Vector Machine (SVM)
by: Zawani Mahabob N.; Mohd Yusoff Z.; Ismail N.; Nasir Taib M.
Published: (2020)

Multi-class support vector machine for human posture classification using a simplified shock graph
by: Shahbudin S.; Hussain A.; Tahir N.M.; Samad S.A.
Published: (2008)

Power Transformer Classification through Dissolved Gas Analysis Utilizing Least-Square Support Vector Machine
by: Yasin Z.M.; Zakaria F.; Salim N.A.; Ab Aziz N.F.
Published: (2024)

De-noising of noisy MRI brain image using the switching-based clustering algorithm
by: Sulaiman S.N.; Ishak S.M.C.; Isa I.S.; Hamzah N.
Published: (2014)

Classification of Voltage Sag Using Arduino Uno and One Versus One Support Vector Machine (OVO-SVM)
by: Yusoh M.A.T.M.; Sahari M.S.I.; Abidin A.F.; Mohamad N.Z.; Zakaria M.I.; Kassim A.H.
Published: (2024)

Anomalous gait detection based on support vector machine
by: Manap H.H.; Tahir N.Md.; Yassin A.I.M.
Published: (2011)

Abbreviated breast magnetic resonance imaging (MRI) or digital breast tomosynthesis for breast cancer detection in dense breasts? A retrospective preliminary study with comparable results
by: Hamid, et al.
Published: (2024)

Abbreviated breast magnetic resonance imaging (MRI) or digital breast tomosynthesis for breast cancer detection in dense breasts? A retrospective preliminary study with comparable results
by: Ramli Hamid M.T.; Ab Mumin N.; Abdul Hamid S.; Ahmad Saman M.S.; Rahmat K.
Published: (2024)

Content Based-Image Retrieval Using Support Vector Machine
by: Shahrom S.I.; Mohamed N.; Kamarudin S.F.; Ghazali W.N.A.W.; Malek A.A.
Published: (2021)

Exploring feature selection and support vector machine in text categorization
by: Abdul-Rahman S.; Mutalib S.; Khanafi N.A.; Ali A.M.
Published: (2013)

Bornean Orangutan Nest Classification using Image Enhancement with Convolutional Neural Network and Kernel Multi Support Vector Machine Classifier
by: Amran A.A.; On C.K.; Karim S.A.A.; Hung L.P.; See C.S.; Simon D.; Rossdy M.; Jing C.
Published: (2025)

Power Quality Disturbances Classification Analysis Using EfficientNet Architecture
by: Fitri Mat Zabidi M.D.; Shahbudin S.; Sulaiman S.I.; Abdul Rahman F.Y.; Saad H.
Published: (2024)

A review of the application of support vector machines in landslide susceptibility mapping
by: Yusof M.K.T.M.; Rashid A.S.A.; Apandi N.M.; Khanan M.F.B.A.; Rahman M.Z.B.A.
Published: (2023)

Differentiation of Agarwood oil quality using Support Vector Machine (SVM)
by: Jantan H.; Yassin I.M.; Zabidi A.; Ismail N.; Ali M.S.A.M.
Published: (2017)

Precipitation estimation using support vector machine with discrete wavelet transform
by: Shenify M.; Danesh A.S.; Gocić M.; Taher R.S.; Wahab A.W.A.; Gani A.; Shamshirband S.; Petković D.
Published: (2015)

Power Transformer Incipient Fault Diagnosis Using Support Vector Machine
by: Rosli M.A.S.; Zakaria F.; Zin N.M.; Daud R.M.N.R.; Sidek M.N.; Zain M.Y.M.; Kassim A.H.
Published: (2022)