Automated Oncological Detection Methods

This cluster focuses on the development of automated techniques for early detection of blood cancers, utilizing computational models and imaging technologies to enhance diagnostic accuracy. It highlights novel approaches to cancer diagnostics.

automated detection
blood cancer
diagnostic techniques
machine learning
image analysis

2,443 papers

Parent topic: Genomic Data Analysis Techniques

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Papers Over Time

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Top Papers

A Framework For Oligonucleotide Microarray Preprocessing

2010 · 1,298 citations

An Ensemble Classifier System For Early Diagnosis Of Acute Lymphoblastic Leukemia In Blood Microscopic Images

2013 · 187 citations

Cancer Diagnosis With DNA Molecular Computation

2020 · 181 citations

Human-level Recognition Of Blast Cells In Acute Myeloid Leukaemia With Convolutional Neural Networks

2019 · 165 citations

A Statistical Method For Predicting Classical HLA Alleles From SNP Data

2008 · 151 citations

A Dataset Of Microscopic Peripheral Blood Cell Images For Development Of Automatic Recognition Systems

2020 · 150 citations

SVM Based Method For Predicting HLA-DRB1*0401 Binding Peptides In An Antigen Sequence

2004 · 143 citations

A Comparative Study Of K-Nearest Neighbour, Support Vector Machine And Multi-Layer Perceptron For Thalassemia Screening

2003 · 136 citations

Automated Screening System For Acute Myelogenous Leukemia Detection In Blood Microscopic Images

2014 · 132 citations

Gray Level Co-Occurrence Matrix And Random Forest Based Acute Lymphoblastic Leukemia Detection

2017 · 121 citations

Machine Learning Model For Predicting Malaria Using Clinical Information

2021 · 121 citations

Clustering Microarray Gene Expression Data Using Weighted Chinese Restaurant Process

2006 · 105 citations

Systematic Review Of An Automated Multiclass Detection And Classification System For Acute Leukaemia In Terms Of Evaluation And Benchmarking, Open Challenges, Issues And Methodological Aspects

2018 · 101 citations

Systematic Learning Of Gene Functional Classes From DNA Array Expression Data By Using Multilayer Perceptrons

2002 · 101 citations

Feature Selection For DNA Methylation Based Cancer Classification

2001 · 101 citations

The Xeroderma Pigmentosum Pathway: Decision Tree Analysis Of DNA Quality

2011 · 98 citations

Computer Assisted Classification Framework For Prediction Of Acute Lymphoblastic And Acute Myeloblastic Leukemia

2017 · 90 citations

Automated Leukocyte Recognition Using Fuzzy Divergence

2010 · 88 citations

Machine Learning Applications In The Diagnosis Of Leukemia: Current Trends And Future Directions

2019 · 86 citations

A Decision Tree System For Finding Genes In DNA

1998 · 85 citations