Oleksandr Narykov

About Oleksandr Narykov

Oleksandr Narykov, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Worcester Polytechnic Institute, specializes in the field of bioinformatics, machine learning, network science, data analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Single-cell long-read sequencing-based mapping reveals specialized splicing patterns in developing and adult mouse and human brain

A Comprehensive Investigation of Active Learning Strategies for Conducting Anti-Cancer Drug Screening

Data Imbalance in Drug Response Prediction-Multi-Objective Optimization Approach in Deep Learning Setting

Integration of Computational Docking into Anti-Cancer Drug Response Prediction Models

Entropy-Based Regularization on Deep Learning Models for Anti-Cancer Drug Response Prediction

Influencing factors on false positive rates when classifying tumor cell line response to drug treatment

Molecular architecture and dynamics of SARS-CoV-2 envelope by integrative modeling

Systematic evaluation and comparison of drug response prediction models: a case study of prediction generalization across cell lines datasets

Oleksandr Narykov Information

University

Position

PhD Student

Citations(all)

603

Citations(since 2020)

595

Cited By

250

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Oleksandr Narykov Skills & Research Interests

bioinformatics

machine learning

network science

data analysis

Top articles of Oleksandr Narykov

Single-cell long-read sequencing-based mapping reveals specialized splicing patterns in developing and adult mouse and human brain

Nature Neuroscience

2024/4/9

A Comprehensive Investigation of Active Learning Strategies for Conducting Anti-Cancer Drug Screening

Cancers

2024/1/26

Oleksandr Narykov
Oleksandr Narykov

H-Index: 3

Data Imbalance in Drug Response Prediction-Multi-Objective Optimization Approach in Deep Learning Setting

bioRxiv

2024

Oleksandr Narykov
Oleksandr Narykov

H-Index: 3

Integration of Computational Docking into Anti-Cancer Drug Response Prediction Models

Cancers

2023/12/21

Oleksandr Narykov
Oleksandr Narykov

H-Index: 3

Austin Clyde
Austin Clyde

H-Index: 3

Entropy-Based Regularization on Deep Learning Models for Anti-Cancer Drug Response Prediction

2023/11/12

Oleksandr Narykov
Oleksandr Narykov

H-Index: 3

Rick Stevens
Rick Stevens

H-Index: 36

Influencing factors on false positive rates when classifying tumor cell line response to drug treatment

arXiv preprint arXiv:2310.11329

2023/10/17

Oleksandr Narykov
Oleksandr Narykov

H-Index: 3

Molecular architecture and dynamics of SARS-CoV-2 envelope by integrative modeling

Structure

2023/4/6

Systematic evaluation and comparison of drug response prediction models: a case study of prediction generalization across cell lines datasets

Cancer Research

2023/4/4

Deep learning methods for drug response prediction in cancer: predominant and emerging trends

2023/2/15

Oleksandr Narykov
Oleksandr Narykov

H-Index: 3

Austin Clyde
Austin Clyde

H-Index: 3

Modern Computer Science Approaches in Biology: From Predicting Molecular Functions to Modeling Protein Structure

2022/4

Oleksandr Narykov
Oleksandr Narykov

H-Index: 3

Predicting Protein Interaction Network Perturbation by Alternative Splicing with Semi-Supervised Learning

Cell Reports

2021/11/23

Oleksandr Narykov
Oleksandr Narykov

H-Index: 3

Structural Genomics and Interactomics of SARS-COV2: Decoding Basic Building Blocks of the Coronavirus

2021/8/18

Computational protein modeling and the next viral pandemic

Nature methods

2021/5

Oleksandr Narykov
Oleksandr Narykov

H-Index: 3

Suhas Srinivasan
Suhas Srinivasan

H-Index: 3

Molecular architecture of SARS-CoV-2 envelope by integrative modeling (preprint)

Structure

2023/3

Structural genomics of SARS-CoV-2 indicates evolutionary conserved functional regions of viral proteins

Viruses

2020/3/25

See List of Professors in Oleksandr Narykov University(Worcester Polytechnic Institute)

Co-Authors

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