Agnieszka Kitlas Golińska

About Agnieszka Kitlas Golińska

Agnieszka Kitlas Golińska, With an exceptional h-index of 14 and a recent h-index of 8 (since 2020), a distinguished researcher at Uniwersytet w Bialymstoku, specializes in the field of biomedical signal processing, machine learning.

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

Toward Integration of Pharmacogenomic Tests into Daily Clinical Practice: A General Survey for Polish Healthcare Workers

Pharmacovariome scanning using whole pharmacogene resequencing coupled with deep computational analysis and machine learning for clinical pharmacogenomics

Integration of human cell lines gene expression and chemical properties of drugs for drug induced liver injury prediction

Towards prediction of heart arrhythmia onset using machine learning

Sensitivity analysis based on the random forest machine learning algorithm identifies candidate genes for regulation of innate and adaptive immune response of chicken

Super Learning with Repeated Cross Validation

Bootstrap bias corrected cross validation applied to super learning

Agnieszka Kitlas Golińska Information

University

Position

Poland

Citations(all)

984

Citations(since 2020)

606

Cited By

619

hIndex(all)

14

hIndex(since 2020)

8

i10Index(all)

15

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Agnieszka Kitlas Golińska Skills & Research Interests

biomedical signal processing

machine learning

Top articles of Agnieszka Kitlas Golińska

Title

Journal

Author(s)

Publication Date

Toward Integration of Pharmacogenomic Tests into Daily Clinical Practice: A General Survey for Polish Healthcare Workers

Medical Science Monitor: International Medical Journal of Experimental and Clinical Research

Alireza Tafazoli

Agnieszka Kitlas Golińska

Krzysztof Mnich

Alireza Amirabadizadeh

Jennifer Clark Marquez

...

2023

Pharmacovariome scanning using whole pharmacogene resequencing coupled with deep computational analysis and machine learning for clinical pharmacogenomics

Human Genomics

Alireza Tafazoli

John Mikros

Faeze Khaghani

Maliheh Alimardani

Mahboobeh Rafigh

...

2023/7/14

Integration of human cell lines gene expression and chemical properties of drugs for drug induced liver injury prediction

Biology Direct

Wojciech Lesiński

Krzysztof Mnich

Agnieszka Kitlas Golińska

Witold R Rudnicki

2021/12

Towards prediction of heart arrhythmia onset using machine learning

Agnieszka Kitlas Golińska

Wojciech Lesiński

Andrzej Przybylski

Witold R Rudnicki

2020/6/3

Sensitivity analysis based on the random forest machine learning algorithm identifies candidate genes for regulation of innate and adaptive immune response of chicken

Poultry science

Aneta Polewko-Klim

Wojciech Lesiński

Agnieszka Kitlas Golińska

Krzysztof Mnich

Maria Siwek

...

2020/12/1

Super Learning with Repeated Cross Validation

Krzysztof Mnich

Aneta Polewko-Klim

Agnieszka Kitlas Golińska

Wojciech Lesiński

Witold R Rudnicki

2021/2

Bootstrap bias corrected cross validation applied to super learning

Lecture Notes in Computer Science

Krzysztof Mnich

Agnieszka Golińska

Aneta Polewko-Klim

Witold Rudnicki

2020/6

See List of Professors in Agnieszka Kitlas Golińska University(Uniwersytet w Bialymstoku)

Co-Authors

academic-engine