Dimensionality explorer for single-cell analysis

H Jeong, H Jeong, S Lee… - 2023 IEEE 16th Pacific …, 2023 - ieeexplore.ieee.org
Single-cell RNA sequencing (scRNA-seq) is becoming popular in studying the gene
expression of cells at the single-cell level. ScRNA-seq enables analysts to characterize cell …

A Gene Selection Strategy for Enhancing Single-Cell RNA-Seq Data Integration

K Lazaros, GN Dimitrakopoulos, P Vlamos… - Engineering …, 2023 - mdpi.com
Cancer remains a pervasive and formidable disease within modern societies, necessitating
the utilization of advanced techniques in both diagnosis and therapy. Molecular biology has …

Recent machine learning approaches for single-cell rna-seq data analysis

AG Vrahatis, SK Tasoulis, I Maglogiannis… - … in Healthcare-7 …, 2020 - Springer
DNA sequencing has become an extremely popular assay with researchers claiming that in
the distant future, the DNA sequencing impact will be equal to the microscope impact. Single …

BioMedical Visualization: Past Work, Current Trends, and Open Challenges

Medicine and biology are important research fields with a significant impact on humans and
their health. In the last few decades, many visualization strategies have been proposed for …

Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson's Disease Omics Data

MG Krokidis, G Dimitrakopoulos… - … Conference on Big …, 2021 - ieeexplore.ieee.org
One challenge facing Systems Biology is the conversion of vast amounts of data into
systematic and organized knowledge through automated processes. Improvements in …

Automatic segmentation to characterize anthropometric parameters and cardiovascular indicators in children

DG Goroso, A Fraga, M Macedo… - … : Data Mining and …, 2021 - Wiley Online Library
A new predictive model to classify childhood obesity was implemented using machine
learning techniques. The first step was to calculate the most relevant anthropomorphic and …

Recent Dimensionality Reduction Techniques for High-Dimensional COVID-19 Data

VP Plagianakos - … : 17th International Meeting, CIBB 2021, Virtual …, 2022 - books.google.com
We are going through the last years of the COVID-19 pandemic, where almost the entire
research community has focused on the challenges that constantly arise. From the …

Recent Dimensionality Reduction Techniques for High-Dimensional COVID-19 Data

IL Dallas, AG Vrahatis, SK Tasoulis… - International Meeting on …, 2021 - Springer
We are going through the last years of the COVID-19 pandemic, where almost the entire
research community has focused on the challenges that constantly arise. From the …

[PDF][PDF] Μείωση διάστασης για την οπτικοποίηση γονιδιακών δεδομένων μεγάλου όγκου

ΙΛ Δάλλας - 2021 - ir.lib.uth.gr
Περίληψη Η ανάπτυξη σύγχρονων μεθόδων ποσοτικοποίησης της γονιδιακής έκφρασης έχει
οδηγήσει στην διαδικασία ανάπτυξης τεχνικών με τις οποίες καθίσταται δυνατό να αναλυθούν …