Author

Weronika Bielska

Institutions: DecImmune Therapeutics (United States), Medical University of Lodz

Observed institutions: DecImmune Therapeutics (United States), Medical University of Lodz

ORCID: 0009-0003-1311-5704

Observed ORCID: 0009-0003-1311-5704

OpenAlex ID: A5075388268

Machine-designed biotherapeutics: opportunities, feasibility and advantages of deep learning in computational antibody discovery

2022 · Wiktoria Wilman, Sonia Wróbel, et al. · Briefings in Bioinformatics · 86

Structural modeling of antibody variable regions using deep learning—progress and perspectives on drug discovery

2023 · Igor Jaszczyszyn, Weronika Bielska, et al. · Frontiers in Molecular Biosciences · 25

Applying computational protein design to therapeutic antibody discovery - current state and perspectives

2025 · Weronika Bielska, Igor Jaszczyszyn, et al. · Frontiers in Immunology · 18

Conserved heavy/light contacts and germline preferences revealed by a large-scale analysis of natively paired human antibody sequences and structural data

2025 · Pawel Dudzic, Dawid Chomicz, et al. · Communications Biology · 17

Large-scale data mining of four billion human antibody variable regions reveals convergence between therapeutic and natural antibodies that constrains search space for biologics drug discovery

2024 · Pawel Dudzic, Dawid Chomicz, et al. · mAbs · 10

ASD: antigen-specific antibody database

2026 · Arkadiusz Czerwiński, Paweł Dudzic, et al. · mAbs · 3

Thermoregulation in Sleep Disorders—Comprehensive Review

2026 · Karol Pierzchała, Weronika Bielska, et al. · Journal of Clinical Medicine · 2

Survival-oriented clustering using obstructive sleep apnea and polysomnographic variables

2026 · Zuzanna Boczar, Karol Pierzchała, et al. · European Respiratory Journal

Association of obstructive sleep apnea with cardiovascular mortality: a competing-risk analysis

2026 · Weronika Bielska, Karol Pierzchała, et al. · European Respiratory Journal

REM, Apneas and Body Temperature in Nocturnal Thermoregulation of Obstructive Sleep Apnea

2026 · Weronika Bielska, Karol Pierzchała, et al. · European Respiratory Journal

Survival modeling of mortality using cox regression and machine learning approaches

2026 · Karol Pierzchała, Zuzanna Boczar, et al. · European Respiratory Journal

Association of obstructive sleep apnea with pulmonary mortality: a competing-risk analysis

2026 · Karol Pierzchała, Weronika Bielska, et al. · European Respiratory Journal

Who Really Benefits from CPAP? Disease Severity, Response Quality, and Long-Term Survival in Obstructive Sleep Apnea

2026 · Wojciech Kuczyński, Karol Pierzchała, et al. · Advances in respiratory medicine

Familial Hyperaldosteronism Type IV (FH-IV)—Clinical Phenotypes, Genetics and Management of CACNA1H-Related Primary Aldosteronism: A Systematic Review

2026 · Wojciech Michalski, Igor Jaszczyszyn, et al. · Journal of Clinical Medicine

Works count: 14

Citation count: 161

H-index: 5

I10-index: 5