Application of deep learning and feature selection technique on external root resorption identification on CBCT images

QR Code

Application of deep learning and feature selection technique on external root resorption identification on CBCT images

Background: Artificial intelligence has been proven to improve the identification of various maxillofacial lesions. The aim of the current study is two-fold: to assess the performance of four deep learning models (DLM) in external root resorption (ERR) identification and to assess the effect of comb...

Full description

Bibliographic Details
Published in:	BMC Oral Health
Main Author:	Reduwan N.H.; Abdul Aziz A.A.; Mohd Razi R.; Abdullah E.R.M.F.; Mazloom Nezhad S.M.; Gohain M.; Ibrahim N.
Format:	Article
Language:	English
Published:	BioMed Central Ltd 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85185502744&doi=10.1186%2fs12903-024-03910-w&partnerID=40&md5=cd5484e5358274e35003b7c7e0f32c8b

Similar Items

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
by: Reduwan, et al.
Published: (2024)

Three-dimensional surface area analyses of developing maxillary second premolar root apices for age estimation using CBCT images
by: Gohain M.; Asif M.K.; Nambiar P.; Mohd Noor N.S.; Hidayah Reduwan N.; Ibrahim N.
Published: (2024)

Three-dimensional surface area analyses of developing maxillary second premolar root apices for age estimation using CBCT images
by: Gohain, et al.
Published: (2024)

Multivariate versus univariate spectrum analysis of dentine sialophosphoprotein (DSPP) for root resorption prediction: a clinical trial
by: Mohd Zain M.N.; Md Yusof Z.; Basri K.N.; Yazid F.; Teh Y.X.; Ashari A.; Zainal Ariffin S.H.; Megat Abdul Wahab R.
Published: (2022)

The effects of orthodontic forces during canine retraction using self-ligating brackets on gingival crevicular fluid enzyme activity, canine movement and root resorption
by: Wahab R.M.A.; Yamamoto Z.; Sintian A.; Kasim N.A.; Abidin I.Z.Z.; Senafi S.; Ariffin Z.Z.; Ariffin S.H.Z.
Published: (2015)

GEOMETRICAL FEATURE OF LUNG LESION IDENTIFICATION USING COMPUTED TOMOGRAPHY SCAN IMAGES
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.; Isa I.S.; Ani A.I.C.
Published: (2023)

A Soft-Tissue Driven Bone Remodeling Algorithm for Mandibular Residual Ridge Resorption Based on Patient CT Image Data
by: Zhong J.; Huang W.; Ahmad R.; Chen J.; Wu C.; Hu J.; Zheng K.; Swain M.V.; Li Q.
Published: (2024)

Obesity Predictor Identification: Comparison of Correlation Based Feature Selection Method and Wrapper Method on Nutrition Dataset
by: Daud N.; Noordin N.; Lokman A.
Published: (2025)

Lung lesion identification using geometrical feature and optical flow method from computed tomography scan images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.; Ani A.I.C.
Published: (2023)

Enhancing big data feature selection using a hybrid correlation-based feature selection
by: Mohamad M.; Selamat A.; Krejcar O.; Crespo R.G.; Herrera-Viedma E.; Fujita H.
Published: (2021)

Feature selection techniques and classification algorithms for student performance classification: a review
by: Alias M.A.H.; Hambali N.; Aziz M.A.A.; Taib M.N.; Jailani R.
Published: (2024)

A Narrative Review of Alveolar Bone Analysis and CBCT Classification related to Immediate Implant Placement in The Anterior Maxilla
by: Affendi N.H.K.; Babiker J.; Yusof M.Y.P.M.
Published: (2022)

Malaysian vehicle plate number identification using deep learning
by: Ibrahim S.; Hamidi I.H.; Aminuddin R.; Mangshor N.N.A.; Feisol S.F.A.
Published: (2023)

Supervised feature selection using principal component analysis
by: Rahmat F.; Zulkafli Z.; Ishak A.J.; Abdul Rahman R.Z.; Stercke S.D.; Buytaert W.; Tahir W.; Ab Rahman J.; Ibrahim S.; Ismail M.
Published: (2024)

Relationship of incidence of radix entomolaris and C-shaped canal in mandibular molars using CBCT: A multi-centre study
by: Mohamed Khazin S.; Omar S.H.; Kamaruzaman M.; Abd Ghani H.; Deepthi M.; Kamarudin D.; Baharin S.A.; Chakravarthy V.P.K.
Published: (2024)

Classification Prediction of Familial Hypercholesterolemia using Ensemble-based Classifier with Feature Selection and Rebalancing Technique
by: Edward J.; Rosli M.M.; Chua Y.-A.; Kasim N.A.M.; Nawawi H.
Published: (2022)

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

Automated Generation of Chinese Text-Image Summaries Using Deep Learning Techniques
by: Xu, et al.
Published: (2023)

High-level Features in Deeper Deep Learning Layers for Breast Cancer Classification
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Karim N.K.A.; Osman M.K.
Published: (2021)

Image feature extraction algorithm based on visual information
by: Zhaosheng X.; Suzana A.; Zhongming L.; Xiuhong X.; Zhongqi X.
Published: (2023)

Image segmentation and feature extraction method for lung lesion detection in computed tomography images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Setumin S.; Karim N.K.A.; Sahimi F.A.; Ani A.I.C.
Published: (2023)

Identification of Lung Lesions in Computed Tomography Scan Images using Machine Learning Techniques
by: Abdullah M.F.; Sulaiman S.N.B.; Osman M.K.; Karim N.K.A.; Ani A.I.C.; Ahmad N.
Published: (2024)

Identification of Concrete Cracks Using Deep Learning Models: A Systematic Review
by: Mazni M.; Husain A.R.; Shapiai M.I.; Ibrahim I.S.; Zulkifli R.; Anggara D.W.
Published: (2024)

Human gait recognition using orthogonal least square as feature selection
by: Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.
Published: (2019)

Preliminary study on multiple imputation for nonresponse in survey data with feature selection
by: Jasin A.M.; Asmat A.
Published: (2023)

Binary particle swarm optimization for feature selection in detection of infants with hypothyroidism
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2011)

An orthogonal least square approach to select features of infant cry with asphyxia
by: Sahak R.; Mansor W.; Khuan L.Y.; Yassin A.I.M.; Zabidi A.
Published: (2010)

Adaptive threshold optimisation for online feature selection using dynamic particle swarm optimisation in determining feature relevancy and redundancy
by: Zaman, et al.
Published: (2024)

Adaptive threshold optimisation for online feature selection using dynamic particle swarm optimisation in determining feature relevancy and redundancy
by: Zaman E.A.K.; Ahmad A.; Mohamed A.
Published: (2024)

Snake Species Identification using Digital Image Processing
by: Othman Z.; Abu Mansor N.N.; Azmi N.F.; Mat Zain N.H.; Fariza Abu Samah K.A.; Ismai I.; Ahmad K.A.
Published: (2022)

Development of GUI for Malaysian herbs plant image identification
by: Halim S.A.; Lazim S.M.
Published: (2021)

Identification of Palmprint Creases Line Equations Features by using Matrix Approach for Individual Profiling
by: Harun N.; Nasir M.A.S.; Aliman S.; Othman P.J.
Published: (2021)

An automated multimodal white matter hyperintensity identification for MRI images using image processing
by: Isa I.; Sulaiman S.N.; Md. Tahir N.; Abdullah M.F.; Che Soh Z.H.; Mustapha M.; Karim N.K.A.
Published: (2017)

CBCT assessment of alveolar bone wall morphology and its correlation with tooth angulation in the anterior mandible: a new classification for immediate implant placement
by: Affendi N.H.K.; Babiker J.; Yusof M.Y.P.M.
Published: (2023)

Secretion of Root Exudates in Response to Biotic and Abiotic Environment
by: Aleem A.; Sidik N.J.; Wan W.R.; Razak A.; Yunus N.M.
Published: (2024)

A Review of Deep Learning Techniques for Lung Cancer Screening and Diagnosis Based on CT Images
by: Thanoon M.A.; Zulkifley M.A.; Mohd Zainuri M.A.A.; Abdani S.R.
Published: (2023)

Binary particle swarm optimization for selection of features in the recognition of infants cries with asphyxia
by: Zabidi A.; Mansor W.; Lee Y.K.; Yassin I.M.; Sahak R.
Published: (2011)

Stability and reproducibility of radiomic features based various segmentation technique on mr images of hepatocellular carcinoma (Hcc)
by: Haniff N.S.M.; Karim M.K.A.; Osman N.H.; Saripan M.I.; Isa I.N.C.; Ibahim M.J.
Published: (2021)

Automated System Form Concrete Damage Classification Identification Using Pretrained Deep Learning Model
by: Yazid M.D.M.; Senin S.F.
Published: (2022)

A context-based approach to the identification of hedging devices and features of writer-reader relationship in academic publications
by: Mohd Noor M.; Mulder J.; Thompson C.
Published: (2014)