Classification Prediction of Familial Hypercholesterolemia using Ensemble-based Classifier with Feature Selection and Rebalancing Technique

Reducing Premature Coronary Artery Disease in Malaysia by Early Identification of Familial Hypercholesterolemia Using the Familial Hypercholesterolemia Case Ascertainment Tool (FAMCAT): Protocol for a Mixed Methods Evaluation Study
by: Ramli A.S.; Qureshi N.; Abdul-Hamid H.; Kamal A.; Kanchau J.D.; Shahuri N.S.; Akyea R.K.; Silva L.; Condon L.; Abdul-Razak S.; Al-Khateeb A.; Chua Y.-A.; Mohamed-Yassin M.-S.; Baharudin N.; Badlishah-Sham S.F.; Aziz A.F.A.; Kasim N.A.M.; Kadir S.H.S.A.; Kai J.; Leonardi-Bee J.; Nawawi H.
Published: (2023)

Attainment of Low-Density Lipoprotein Cholesterol Targets and Prescribing Pattern of Lipid-Lowering Medications among Patients with Familial Hypercholesterolemia Attending Specialist Clinics
by: Chua Y.-A.; Nazli S.A.; Rosman A.; Kasim S.S.; Ibrahim K.S.; Radzi A.B.M.; Kasim N.A.M.; Nawawi H.
Published: (2023)

Enhancing software defect prediction: a framework with improved feature selection and ensemble machine learning
by: Ali, et al.
Published: (2024)

Enhancing software defect prediction: a framework with improved feature selection and ensemble machine learning
by: Ali M.; Mazhar T.; Al-Rasheed A.; Shahzad T.; Ghadi Y.Y.; Khan M.A.
Published: (2024)

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)

Development of acoustical feature based classifier using decision fusion technique for Malay language disfluencies classification
by: Hamzah R.; Jamil N.; Roslan R.
Published: (2017)

Health literacy in familial hypercholesterolemia: A cross-national study
by: Hagger M.S.; Hardcastle S.J.; Hu M.; Kwok S.; Lin J.; Nawawi H.M.; Pang J.; Santos R.D.; Soran H.; Su T.-C.; Tomlinson B.; Watts G.F.
Published: (2018)

Comparative aspects of the care of familial hypercholesterolemia in the “Ten Countries Study”
by: Pang J.; Chan D.C.; Hu M.; Muir L.A.; Kwok S.; Charng M.-J.; Florkowski C.M.; George P.M.; Lin J.; Loi D.D.; Marais A.D.; Nawawi H.M.; Gonzalez-Santos L.E.; Su T.-C.; Truong T.H.; Santos R.D.; Soran H.; Tomlinson B.; Yamashita S.; Ademi Z.; Watts G.F.
Published: (2019)

Predicting intention to participate in self-management behaviors in patients with Familial Hypercholesterolemia: A cross-national study
by: Hagger M.S.; Hamilton K.; Hardcastle S.J.; Hu M.; Kwok S.; Lin J.; Nawawi H.M.; Pang J.; Santos R.D.; Soran H.; Su T.-C.; Tomlinson B.; Watts G.F.
Published: (2019)

Effects of medication, treatment, and behavioral beliefs on intentions to take medication in patients with familial hypercholesterolemia
by: Hagger M.S.; Hardcastle S.J.; Hu M.; Kwok S.; Lin J.; Nawawi H.M.; Pang J.; Santos R.D.; Soran H.; Su T.-C.; Tomlinson B.; Watts G.F.
Published: (2018)

Sex Differences in Diagnosis, Treatment, and Cardiovascular Outcomes in Homozygous Familial Hypercholesterolemia
by: Mulder J.W.C.M.; Tromp T.R.; Al-Khnifsawi M.; Blom D.J.; Chlebus K.; Cuchel M.; D'Erasmo L.; Gallo A.; Hovingh G.K.; Kim N.T.; Long J.; Raal F.J.; Schonck W.A.M.; Soran H.; Truong T.-H.; Boersma E.; Roeters van Lennep J.E.; Alareedh M.D.; Alieva R.; Allevi M.; Altunkeser B.B.; Al-Waili K.; Al-Zamili A.F.; Arca M.; Atzori L.; Averna M.; Ayesh M.H.; Azar S.T.; Banderali G.; Baratta F.; Bartuli A.; Béliard S.; Bianconi V.; Bini S.; Thani K.B.; Bitar F.F.; Blaha V.; Bonomo K.; Bourbon M.; Branchi A.; Brothers J.A.; Bruckert E.; Brunham L.R.; Bruzzi P.; Bucci M.; Buonuomo P.S.; Calabrò P.; Calandra S.; Carubbi F.; Cassiman D.; Casula M.; Catapano A.L.; Cavalot F.; Cefalù A.B.; Cesaro A.; Ceska R.; Charng M.-J.; Cipollone F.; Cohen H.; D'Addato S.; Dal Pino B.; Dann E.J.; Defesche J.C.; Del Ben M.; Demircioglu S.; Descamps O.S.; Di Costanzo A.; Di Taranto M.D.; Do D.-L.; Durst R.; Dvorakova J.; Ebenbichler C.F.; Elis A.; Emil S.; Ezhov M.V.; Fahed A.C.; Fasano T.; Ferri C.; Fogacci F.; Formisano E.; Fortunato G.; Francis G.A.; Freiberger T.; Galimberti F.; Gaspar I.M.; Genest J.; Gentile M.; Giammanco A.; Gokce C.; Greber-Platzer S.; Grigore L.; Groselj U.; Harada-Shiba M.; Hartgers M.L.; Hegele R.A.; Horak P.; Hori M.; Hudgins L.C.; Hussein O.; Iannuzzo G.; Ilhan O.; Iughetti L.; Kayikcioglu M.; Kaynar L.G.; Kennedy B.A.; Khovidhunkit W.; Kolovou G.; Kose M.; Kuku I.; Kurtoglu E.; Lalic K.S.; Le H.-A.; Le T.-T.; Leitersdorf E.; Liberopoulos E.; Lyons A.R.M.; Madriz R.; Mandraffino G.; Mäser M.; Mehta R.; Mitchenko O.; Mombelli G.; Montalcini T.; Morace C.; Moubarak E.M.; Muntoni S.; Naguib T.A.; Nascimbeni F.; Nawawi H.; Nemer G.; Nguyen M.-N.T.; Notargiacomo S.; Okutan H.; Ozcebe O.I.; Pang J.; Passaro A.; Pavanello C.; Pecchioli L.; Pecchioli V.; Pederiva C.; Pekkolay Z.; Pellegatta F.; Piro S.; Pirro M.; Pisciotta L.; Pujia A.; Ray K.K.; Reda A.; Reijman M.D.; Reiner Ž.; Rhadi S.H.; Rizzi L.; Romandini A.; Ruel I.; Rymen D.; Sadiq F.; Sag S.; Salcioglu O.Z.; Santos R.D.; Sanz J.M.; Sarzani R.; Sbrana F.; Schurr D.; Scicali R.; Setia N.; Shaghee F.K.; Shek A.; Sherman M.H.; Soska V.; Stevens C.A.T.; Stroes E.S.G.; Stulnig T.M.; Suppressa P.; Susekov A.V.; Tarugi P.; Temizhan A.; Tichy L.; Trenti C.; Urbanek R.; Vallejo-Vaz A.J.; Vaverkova H.; Verma I.C.; Vrablik M.; Wang L.; Watts G.F.; Werba J.P.; Wiegman A.; Witters P.; Yenercag M.; Yilmaz M.; Yasar H.Y.; Zambon A.; Zambon S.; Zemek S.; Zenti M.G.; Zlatohlavek L.; Zuurbier L.
Published: (2024)

Translational research for improving the care of familial hypercholesterolemia: The “ten countries study” and beyond
by: Watts G.F.; Ding P.Y.; George P.; Hagger M.S.; Hu M.; Lin J.; Khoo K.L.; Marais A.D.; Miida T.; Nawawi H.M.; Pang J.; Park J.E.; Gonzalez-Santos L.B.; Su T.-C.; Truong T.H.; Santos R.D.; Soran H.; Yamashita S.; Tomlinson B.; Arikketh D.; Ashavaid T.F.; Atiqah N.; Balasubramaniam S.; Chan D.C.; Chang N.-T.; Do T.C.; Zhao D.; Ellis K.L.; Han K.H.; Hardcastle S.J.; Jannes C.E.; Kassim A.M.; Ismail Z.M.; Kwok S.; Lam C.S.; Lansberg P.J.; Livingston M.; Mehta M.; Muir L.; Peng H.B.; Pereira A.C.; Rahman T.H.A.; Ramli A.S.; Rangarajan N.; Razak S.A.; Sijbrands E.J.; Sullivan D.R.; Shyong Tai E.; Tan H.C.; Verma I.C.; Wu X.
Published: (2016)

Breast Cancer Classification through Meta-Learning Ensemble Technique Using Convolution Neural Networks
by: Ali M.D.; Saleem A.; Elahi H.; Khan M.A.; Khan M.I.; Yaqoob M.M.; Farooq Khattak U.; Al-Rasheed A.
Published: (2023)

Predicting 30-day mortality after an acute coronary syndrome (acs) using machine learning methods for feature selection, classification and visualisation
by: Aziida N.; Malek S.; Aziz F.; Ibrahim K.S.; Kasim S.
Published: (2021)

Cross-checked screening application for reliable categorisation of familial hypercholesterolaemia: design and development of the prototype
by: Rosli M.M.; Annamalai M.; Kasim N.A.M.; Yung-An C.; Nawawi H.M.
Published: (2023)

Skeleton-based action recognition with joint coordinates as feature using neural oblivious decision ensembles
by: Nasrualam F.A.H.; Shapiai M.I.; Batool U.; Ramli A.K.; Elias K.A.
Published: (2021)

Classification of pediatric pneumonia using ensemble transfer learning convolutional neural network
by: Cahyani D.E.; Hariadi A.D.; Setyawan F.F.; Gumilar L.; Setumin S.
Published: (2024)

Application of Orthogonal Least Square (OLS) for selection of Mel frequency cepstrum coefficients for classification of spoken letters using MLP classifier
by: Rozali M.F.; Yassin I.M.; Zabidi A.; Mansor W.; Tahir N.Md.
Published: (2011)

Ensembles of large margin nearest neighbour with grouped lateral patch arrangement for face classification
by: Zaman F.H.K.; Yassin I.M.; Shafie A.A.
Published: (2017)

Assessment of pleiades satellite image for mangrove family classification
by: Anshah S.A.; Rosli S.N.; Omar H.; Talib N.; Saad N.M.; Ghazali M.D.
Published: (2021)

Student performance classification: a comparison of feature selection methods based on online learning activities
by: Alias M.A.H.; Aziz M.A.A.; Hambali N.; Taib M.N.
Published: (2024)

CNN-Wavelet scattering textural feature fusion for classifying breast tissue in mammograms
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; A. Karim N.K.; Osman M.K.
Published: (2023)

Improved building roof type classification using correlation-based feature selection and gain ratio algorithms
by: Norman M.; Shafri H.Z.M.; Pradhan B.; Yusuf B.
Published: (2019)

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
by: Reduwan N.H.; Abdul Aziz A.A.; Mohd Razi R.; Abdullah E.R.M.F.; Mazloom Nezhad S.M.; Gohain M.; Ibrahim N.
Published: (2024)

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

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)

Heterozygous familial hypercholesterolaemia in a pair of identical twins: A case report and updated review
by: Mohd Nor N.S.; Al-Khateeb A.M.; Chua Y.-A.; Mohd Kasim N.A.; Mohd Nawawi H.
Published: (2019)

Music emotion classification (mec): Exploiting vocal and instrumental sound features
by: Misron M.M.; Rosli N.; Manaf N.A.; Halim H.A.
Published: (2014)

Optimal features for classifying asphyxiated infant cry using support vector machine with RBF kernel
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2011)

Software Defect Prediction Using an Intelligent Ensemble-Based Model
by: Ali, et al.
Published: (2024)

Software Defect Prediction Using an Intelligent Ensemble-Based Model
by: Ali M.; Mazhar T.; Arif Y.; Al-Otaibi S.; Ghadi Y.Y.; Shahzad T.; Khan M.A.; Hamam H.
Published: (2024)

The significance of artificial intelligent technique in classifying various grades of agarwood oil
by: Mohd Amidon A.F.; Huzir S.M.H.M.; Yusoff Z.M.; Ismail N.; Taib M.N.
Published: (2023)

Ensemble machine learning for predicting in-hospital mortality in Asian women with ST-elevation myocardial infarction (STEMI)
by: Kasim S.; Amir Rudin P.N.F.; Malek S.; Ibrahim K.S.; Wan Ahmad W.A.; Fong A.Y.Y.; Lin W.Y.; Aziz F.; Ibrahim N.
Published: (2024)

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)

A hybrid classifier based on support vector machine and Jaya algorithm for breast cancer classification
by: Alshutbi M.; Li Z.; Alrifaey M.; Ahmadipour M.; Othman M.M.
Published: (2022)

The Delphi technique on evaluation of shopping centre classification Criteria in Malaysia
by: Ibrahim I.; Bon A.T.; Nawawi A.H.; Safian E.E.M.
Published: (2018)