• Suche: "Microarray data"

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41

A Machine Learning Pipeline for Cancer Detection on Microarray Data: The Role of Feature Discretization and Feature Selection
Adara Nogueira ; Artur Ferreira ; Mário Figueiredo
BioMedInformatics, Vol 3, Iss 3, Pp 585-604 (2023)
BioMedInformatics; Volume 3; Issue 3; Pages: 585-604

0301 basic medicine 0303 health sciences feature discretization Computer applications to... R858-859.7 Neurosciences. Biologica... …
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42

Optimizing gene selection for Alzheimer’s disease classification: A Bayesian approach to filter and embedded techniques
Guelib, Bouchra ; Bounab, Rayene ; Aliouane, Salah Eddine ; et al.
In Applied Soft Computing December 2024 167 Part A

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43

Nonparametric clustering of RNA‐sequencing data
Gabriel Lozano ; Nadia A. Lanman ; Michael A. Levine
Statistical Analysis and Data Mining: The ASA Data Science Journal. 16:547-559

FOS: Computer and inform... Artificial intelligence Feature (linguistics) Mixture Models Pattern recognition (psy... Statistics - Application... …
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44

On the Polymorphism Information Content (PIC) – A Practical Application for the DNA Sequencing Data
Pranto Roy ; Sajjad Bin Sogir ; Tapati Basak
European Journal of Medical and Health Research. 1:21-29

0301 basic medicine Allele Single-nucleotide polymo... 0303 health sciences Genome-wide association... Genome …
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45

Machine-Learning Classification Models to Predict Liver Cancer with Explainable AI to Discover Associated Genes
Md Easin Hasan ; Fahad Mostafa ; Md S. Hossain ; et al.
AppliedMath, Vol 3, Iss 2, Pp 417-445 (2023)
AppliedMath; Volume 3; Issue 2; Pages: 417-445

0301 basic medicine 0303 health sciences bioinformatics microarray data 3. Good health 03 medical and health sc... …
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46

Identification of potential biomarkers for melanoma cancer (black tumor) using bioinformatics strategy: a study based on GEO and SRA datasets
ALMatrafi, Tahani Ahmad ; Mohammedsaleh, Zuhair M. ; Moawadh, Mamdoh S. ; et al.
Journal of Applied Genetics. 65(1):83-93

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47

Classification of cancer microarray data using a two-step feature selection framework with moth-flame optimization and extreme learning machine
Sucharita, Swati ; Sahu, Barnali ; Swarnkar, Tripti ; et al.
Multimedia Tools and Applications: An International Journal. 83(7):21319-21346

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48

Computational Efficiency Analysis.
Yi Wei Tye ; XinYing Chew ; Umi Kalsom Yusof ; et al.

Genetics Evolutionary Biology Infectious Diseases Space Science Biological Sciences not... Mathematical Sciences no... …
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49

Copula-Based Bayesian Model for Detecting Differential Gene Expression
Liyanaarachchi, Prasansha ; Chaganty, N. Rao
Mathematics & Statistics Faculty Publications

Bayes etimates Gamma marginals Gaussian copula Microarray data Analytical Diagnostic and Therapeut... …
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50

Evaluating the Nuclear Reaction Optimization (NRO) Algorithm for Gene Selection in Cancer Classification
Shahad Alkamli ; Hala Alshamlan
Diagnostics ; Volume 15 ; Issue 7 ; Pages: 927

nuclear reaction optimiz... gene selection cancer classification microarray data bioinformatics optimization algorithms
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51

Hybrid methods to identify ovarian cancer from imbalanced high-dimensional microarray data
Sapitri, Ni Kadek Emik ; Sa'adah, Umu ; Shofianah, Nur ; et al.
IAES International Journal of Artificial Intelligence (IJ-AI); Vol 14, No 2: April 2025; 1173-1182 ; 2252-8938 ; 2089-4872 ; 10.11591/ijai.v14.i2

Machine learning decision tree graph theory feature selection algori... hybrid method Balanced accuracy …
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52

A recursive framework for improving the performance of multi-objective differential evolution algorithms for gene selection
Li, Min ; Zhao, Yangfan ; Cao, Rutun ; et al.
In Swarm and Evolutionary Computation June 2024 87

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53

Optimization of dynamic bi-clustering based on improved genetic algorithm for microarray data
Ram, Pintu Kumar ; Kuila, Pratyay
Pattern Analysis and Applications. 27(3)

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54

BREAST CANCER DETECTION WITH MACHINE LEARNING APPROACH
Sunday Samuel Olofintuyi
FUDMA JOURNAL OF SCIENCES. 7:216-222

0301 basic medicine Artificial intelligence Support vector machine Deep Learning in Medical... Linear discriminant anal... Health Professions …
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55

Population characteristic exploitation-based multi-orientation multi-objective gene selection for microarray data classification
Li, Min ; Cao, Rutun ; Zhao, Yangfan ; et al.
In Computers in Biology and Medicine March 2024 170

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56

An improved binary particle swarm optimization algorithm for clinical cancer biomarker identification in microarray data
Yang, Guicheng ; Li, Wei ; Xie, Weidong ; et al.
In Computer Methods and Programs in Biomedicine February 2024 244

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57

Genome-wide identification and characterization of the dof gene family in mango (Mangifera indica L.)
Alghanem, Suliman M. S. ; Alnusairi, Ghalia S. H. ; Alkhateeb, Mariam Abdulaziz ; et al.
Genetic Resources and Crop Evolution: An International Journal. :1-17

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58

A new approach for merging gene expression datasets
Roubaud, Marie-Christine ; Torrésani, Bruno ; Laboratoire d'Analyse, Topologie, Probabilités (LATP) ; et al.
IEEE Statistical Signal Processing Workshop (SSP) 2011. :129-132

Nice, France Gene expression Microarray data Smoothing spline regress... Empirical Bayes estimati... [STAT.ME]Statistics [sta... …
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59

IDriveGenes: Cancer Driver Genes Prediction Using Machine Learning
Yasir Ali ; Muhammad Sardaraz ; Muhammad Tahir ; et al.
IEEE Access, Vol 11, Pp 28439-28453 (2023)

Artificial neural networ... Artificial intelligence Support vector machine driver genes sequence variation Gene …
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60

Handling Big Microarray Data: A Novel Approach to Design Accurate Fuzzy-Based Medical Expert System
Ganeshkumar Pugalendhi ; M. Mazhar Rathore ; Dhirendra Shukla ; et al.
IEEE Access, Vol 11, Pp 35182-35196 (2023)

particle swarm optimizat... Electrical engineering.... microarray data f-information fuzzy expert system TK1-9971 …
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