Publicatioins

miRNA biomarkers-based diagnosis of diffuse large B-cell lymphoma using machine learning

S Tang, IF Tsigelny, S Kesari, VL Kouznetsova

Journal of Medical Artificial Intelligence 8, 2025

miRNA-Based Diagnosis of Schizophrenia Using Machine Learning

V Heda, S Dogra, VL Kouznetsova, A Kumar, S Kesari, IF Tsigelny

International Journal of Molecular Sciences 26 (5), 2280, 2025

Development of a diagnostic model for pancreatic ductal adenocarcinoma using machine learning and blood-based miRNAs

JY Tang, VL Kouznetsova, S Kesari, IF Tsigelny

Oncology 103 (3), 209-218, 2025

Machine-learning diagnostics of breast cancer using piRNA biomarkers

AR Zhao, VL Kouznetsova, S Kesari, IF Tsigelny

Biomarkers, 1-21, 2025

Selective diagnostics of Amyotrophic Lateral Sclerosis, Alzheimer’s and Parkinson’s Diseases with machine learning and miRNA

J Lee, VL Kouznetsova, S Kesari, I Tsigelny

Metabolic Brain Disease 40 (1), 79,2025

miRNA in machine-learning-based diagnostics of oral cancer

X Li, VL Kouznetsova, IF Tsigelny

Biomedicines 12 (10), 2404, 2024

Implementation of Machine Learning-Based System for Early Diagnosis of Feline Mammary Carcinomas through Blood Metabolite Profiling

V Kulkarni, IF Tsigelny, VL Kouznetsova

Metabolites 14 (9), 501, 2024

piRNA in Machine-Learning-Based Diagnostics of Colorectal Cancer

S Li, VL Kouznetsova, S Kesari, IF Tsigelny

Molecules 29 (18), 4311, 2024, 2024

Using machine learning and miRNA for the diagnosis of esophageal cancer

VA Aravind, VL Kouznetsova, S Kesari, IF Tsigelny

The Journal of Applied Laboratory Medicine 9 (4), 684-695, 2024

Colorectal Cancer Detection via Metabolites and Machine Learning

R Yang, IF Tsigelny, S Kesari, VL Kouznetsova

Current issues in molecular biology 46 (5), 4133-41462024

Parkinson’s Disease Diagnosis Using miRNA Biomarkers and Deep Learning

A Kumar, VL Kouznetsova, S Kesari, IF Tsigelny

Frontiers in Bioscience-Landmark 29 (1), 2023

Diagnostics of thyroid Cancer using machine learning and metabolomics

A Kuang, VL Kouznetsova, S Kesari, IF Tsigelny

Metabolites 14 (1), 11, 2023

Two-Stage Deep-Learning Classifier for Diagnostics of Lung Cancer Using Metabolites

A Choudhary, J Yu, VL Kouznetsova, S Kesari, IF Tsigelny

Metabolites 13 (10), 1055, 2023

Alzheimer’s disease diagnostics using mirna biomarkers and machine learning

A Xu, VL Kouznetsova, IF Tsigelny

Journal of Alzheimer’s Disease 86 (2), 841-859, 2022

Machine-learning-based virtual screening and ligand docking identify potent HIV-1 protease inhibitors

AK Gao, TB Chen, VL Kouznetsova, IF Tsigelny

Artificial Intelligence Chemistry 1 (2), 100014, 2023

Search of inhibitors of aldose reductase for treatment of diabetic cataracts using machine learning

T Chen, R Chen, A You, VL Kouznetsova, IF Tsigelny

Advances in Ophthalmology Practice and Research 3 (4), 187-191, 2023

Potential SARS-CoV-2 nonstructural proteins inhibitors: drugs repurposing with drug-target networks and deep learning

SK Azmoodeh, IF Tsigelny, VL Kouznetsova

Frontiers in Bioscience-Landmark 27 (4), 113, 2022

Potential SARS-CoV-2 spike protein-ACE2 interface inhibitors: Repurposing FDA-approved drugs

VL Kouznetsova, A Zhang, MA Miller, M Tatineni, JP Greenberg, …

Journal of Exploratory Research in Pharmacology 7 (1), 17-29, 2022

Calming the Storm: Identifying Multi-Cytokine Inhibiting Drugs with Machine Learning for COVID-19 Induced Cytokine Storms

J Hou, VL Kouznetsova, IF Tsigelny

Microbiol Infect Dis 6 (1), 1-7, 2022

Anelloviruses and Cancer

JY Tang, TB Chen, VL Kouznetsova, IF Tsigelny

The Journal of Infectious Diseases 231 (2), 298-306, 2025

, 2024

Role of senataxin in amyotrophic lateral sclerosis

A Tsui, VL Kouznetsova, S Kesari, M Fiala, IF Tsigelny

Journal of Molecular Neuroscience 73 (11), 996-1009, 2023

Targeting of insulin receptor endocytosis as a treatment to insulin resistance

B Tim, VL Kouznetsova, S Kesari, IF Tsigelny

Journal of Diabetes and its Complications 37 (11), 108615, 2023

The role of BAG3 in dilated cardiomyopathy and its association with Charcot-Marie-Tooth disease type 2

N Yerabandi, VL Kouznetsova, S Kesari, IF Tsigelny

Acta Myologica 41 (2), 59, 2022

Scanning‐Free functional Fluorescence Microscopy Imaging Toward Spatial Mapping of Biomolecular Information in Live Cell

S Oasa, A Krmpot, S Nikolic, A Clayton, I Tsigelny, JP Changeux, …

The FASEB Journal 36, 2022

Modeling of mutant superoxide dismutase 1 octamers with cross-linked disulfide bonds

A Zhang, K Teigen, VL Kouznetsova, IF Tsigelny

Journal of Molecular Modeling 28 (4), 89, 2022

Correlation of Mutational Signatures in Cancer Genes with General Signatures

JT Park, JA Park, IF Tsigelny, VL Kouznetsova

OBM Genetics 6 (1), 1-40, 2022

Implications of viral infection in cancer development

C Kellogg, VL Kouznetsova, IF Tsigelny

Biochimica et Biophysica Acta (BBA)-Reviews on Cancer 1876 (2), 188622, 2021