Classification of single cell types during leukemia therapy using artificial neural networks

QR Code

Classification of single cell types during leukemia therapy using artificial neural networks

We trained artificial neural network (ANN) models to classify peripheral blood mononuclear cells (PBMC) in chronic lymphoid leukemia (CLL) patients. The classification task was to determine differences in gene expression profiles in PBMC pre-treatment (with ibrutinib) and on days 30, 120, 150, and 2...

Full description

Bibliographic Details
Main Authors:	LYU, Minjie, Radenkovic, Milena, KESKIN, DerinB., Brusic, Vladimir
Format:	Conference or Workshop Item
Language:	English
Published:	2021
Subjects:	ANN PBMC CLL ibrutinib scRNAseq Machine Learning
Online Access:	https://eprints.nottingham.ac.uk/64683/

Similar Items

Artificial neural network system for cell classification using single cell RNA expression
by: Lin, Xin, et al.
Published: (2021)

An investigation of the design and use of feed-forward artificial neural networks in the classification of remotely sensed images
by: Kavzoĝlu, Taşkin
Published: (2001)

Stochastic resonance in an RF SQUID with shunted ScS junction
by: Turutanov, O., et al.
Published: (2013)

The antimicrobial and bile acid mediated control of Clostridium difficile infection
by: Dempster, Andrew William
Published: (2018)

Application of machine learning technique versus stastistical technique in financial forecasting: an empirical evidence from bursa Malaysia KLCI
by: Loh, Xuejing
Published: (2020)

Metabolic activity in dormant conidia ofAspergillus nigerand developmental changes during conidial outgrowth
by: Novodvorska, Michaela, et al.
Published: (2016)

A Modified Kennard-Stone Algorithm for Optimal Division of Data for Developing Artificial Neural Network Models
by: Saptoro, Agus, et al.
Published: (2012)

An artificial neural network model for downscaling of passive microwave soil moisture
by: Chai, S., et al.
Published: (2011)

Neural Network-Based Approach for Predicting Trust Values Based on Non-uniform Input in Mobile Applications
by: Raza, Muhammad, et al.
Published: (2011)

Use of Soil Moisture Variability in Artificial Neural Network Retrieval of Soil Moisture
by: Chai, Soo See, et al.
Published: (2010)

TANTIGEN 2.0: a knowledge base of tumor T cell antigens and epitopes
by: Zhang, Guanglan, et al.
Published: (2021)

Investigation of ATP-mediated interleukin-1 secretion in human decidua
by: Liu, Yaqiong
Published: (2018)

The application of the artificial neural network model for river water quality classification with emphasis on the impact of land use activities: a case study from several catchments in Malaysia
by: Ali, Mohd Zahit
Published: (2007)

Signatures of associative memory behavior in open quantum systems
by: Fiorelli, Eliana
Published: (2020)

Production of in vivo biotinylated scFv specific to almond (Prunus dulcis) proteins by recombinant Pichia pastoris
by: de la Cruz, Silvia, et al.
Published: (2016)

Acoustic response of reservoir sandstones during injection of supercritical CO2
by: Lebedev, Maxim, et al.
Published: (2014)

Enhancement of heavy metals sorption via nanocomposites of rice straw and Fe3O4 nanopeprintss using artificial neural network (ANN)
by: Khandanlou, Roshanak, et al.
Published: (2016)

Applications of Artificial Neural Network (ANN) method for performance prediction of the effect of a vertical 90° bend on an air-silicone oil flow
by: Ayegba, P.O., et al.
Published: (2017)

Sensitive recovery of recombinant antibody clones after their in silico identification within NGS datasets
by: Spiliotopoulos, Anastasios, et al.
Published: (2015)

Culturally and linguistically diverse nursing student education: a grounded theory study
by: Brown, Vickey Michelle
Published: (2005)

Defining the Role of piRNAs in Testicular Cancer
by: Zyoud, Ahmad
Published: (2021)

Multiple channel crosstalk removal using limited connectivity neural networks
by: Craven, Michael P., et al.
Published: (1996)

Evidence for a novel Kit adhesion domain mediating human mast cell adhesion to structural airway cells
by: Gough, Kevin C., et al.
Published: (2015)

The effect of data preprocessing on the performance of artificial neural networks techniques for classification problems
by: Atomi, Walid Hasen
Published: (2012)

Artificial Neural Networks Incorporating Cost Significant Items towards Enhancing Estimation for (life-cycle) Costing of Construction Projects
by: Alqahtani, Ayedh, et al.
Published: (2013)

A faster learning neural network classifier using selective backpropagation
by: Craven, Michael P.
Published: (1997)

An adaptive multi meme memetic algorithm embedding choice function, reinforcement learning and simple random hyper-heuristics
by: Ozcagdavul, Mazlum
Published: (2015)

An integrated data envelopment analysis – artificial neural network – rough set algorithm for assessment of personnel efficiency
by: Azadeh, A., et al.
Published: (2011)

Automated detection and classification of Leukemia using deep learning
by: Lee, Kye Fung
Published: (2022)

Modelling pile capacity and load-settlement behaviour of piles embedded in sand & mixed soils using artificial intelligence
by: Alkroosh, Iyad Salim Jabor
Published: (2011)

Cognitive privacy for personal clouds
by: Radenkovic, Milena
Published: (2016)

Scaleable audio for collaborative environments
by: Radenkovic, Milena
Published: (2002)

Edge detection and contour segmentation for fruit classification in natural environment / Khairul Adilah Ahmad
by: Ahmad, Khairul Adilah
Published: (2018)

Classification of electroencephalogram (EEG) for lower limb movement of post stroke patients using artificial neural network (ANN)
by: A. Rahman, Khairul Azlan
Published: (2020)

The induction and effects of Substance P and its receptor in human immune cells and neurons: potential relevance in multiple sclerosis
by: Vilisaar, Janek
Published: (2012)

Finding value on a council estate: complex lives, motherhood, and exclusion
by: Mckenzie, Lisa Louise
Published: (2010)

Evaluation of synthetic and bio-based additives as oxidation stability enhancers in palm biodiesel
by: Lau, Chi Hou
Published: (2025)

Developing and improving methods for robust ensemble classification: an aggregation operator and clustering-classification approach
by: Agrawal, Utkarsh
Published: (2019)

Artificial neural network and shortwave near-infrared light in pineapple internal quality classification
by: Jam, Mohamad Nur Hakim
Published: (2018)

Prognostic equation based on artificial neural network for quantitative rainfall forecast using numerical weather prediction model products / Wardah Tahir … [et al.]
by: Tahir, Wardah, et al.
Published: (2012)