Istvan Csabai

Istvan Csabai

Eötvös Loránd Tudományegyetem

H-index: 98

Europe-Hungary

About Istvan Csabai

Istvan Csabai, With an exceptional h-index of 98 and a recent h-index of 54 (since 2020), a distinguished researcher at Eötvös Loránd Tudományegyetem, specializes in the field of Complex systems, Astronomy, Computer Science, Bioinformatics, Networks.

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

Annotated dataset for training deep learning models to detect astrocytes in human brain tissue

Biologically informed deep learning for explainable epigenetic clocks

Mutational signature-based identification of DNA repair deficient gastroesophageal adenocarcinomas for therapeutic targeting

Systematic detection of co-infection and intra-host recombination in more than 2 million global SARS-CoV-2 samples

Increased frequency of CHD1 deletions in prostate cancers of African American men is associated with rapid disease progression without inducing homologous recombination deficiency

Classification of colorectal primer carcinoma from normal colon with mid‐infrared spectra

Mobilisation and analyses of publicly available SARS-CoV-2 data for pandemic responses

Impact evaluation of score classes and annotation regions in deep learning-based dairy cow body condition prediction

Istvan Csabai Information

University

Position

Professor of Physics

Citations(all)

84117

Citations(since 2020)

19402

Cited By

73102

hIndex(all)

98

hIndex(since 2020)

54

i10Index(all)

212

i10Index(since 2020)

140

Email

University Profile Page

Eötvös Loránd Tudományegyetem

Google Scholar

View Google Scholar Profile

Istvan Csabai Skills & Research Interests

Complex systems

Astronomy

Computer Science

Bioinformatics

Networks

Top articles of Istvan Csabai

Title

Journal

Author(s)

Publication Date

Annotated dataset for training deep learning models to detect astrocytes in human brain tissue

Scientific Data

Alex Olar

Teadora Tyler

Paulina Hoppa

Erzsébet Frank

István Csabai

...

2024/1/19

Biologically informed deep learning for explainable epigenetic clocks

Scientific Reports

Aurel Prosz

Orsolya Pipek

Judit Börcsök

Gergely Palla

Zoltan Szallasi

...

2024/1/15

Mutational signature-based identification of DNA repair deficient gastroesophageal adenocarcinomas for therapeutic targeting

NPJ Precision Oncology

Aurel Prosz

Pranshu Sahgal

Brandon M Huffman

Zsofia Sztupinszki

Clare X Morris

...

2024/4/8

Systematic detection of co-infection and intra-host recombination in more than 2 million global SARS-CoV-2 samples

Nature Communications

Orsolya Anna Pipek

Anna Medgyes-Horváth

József Stéger

Krisztián Papp

Dávid Visontai

...

2024/1/15

Increased frequency of CHD1 deletions in prostate cancers of African American men is associated with rapid disease progression without inducing homologous recombination deficiency

medRxiv

Miklos Diossy

Viktoria Tisza

Hua Li

Jia Zhou

Zsofia Sztupinszki

...

2021/2/11

Classification of colorectal primer carcinoma from normal colon with mid‐infrared spectra

Journal of Chemometrics

B Borkovits

E Kontsek

A Pesti

P Gordon

S Gergely

...

2024/3/13

Mobilisation and analyses of publicly available SARS-CoV-2 data for pandemic responses

Microbial Genomics

Nadim Rahman

Colman O'Cathail

Ahmad Zyoud

Alexey Sokolov

Bas Oude Munnink

...

2024/2/15

Impact evaluation of score classes and annotation regions in deep learning-based dairy cow body condition prediction

Animals

Sára Ágnes Nagy

Oz Kilim

István Csabai

György Gábor

Norbert Solymosi

2023/1/4

SARS-CoV-2 receptor-binding domain deep mutational AlphaFold2 structures

Scientific Data

Oz Kilim

Anikó Mentes

Balázs Pál

István Csabai

Ákos Gellért

2023/3/14

Genomic Landscape of Normal and Breast Cancer Tissues in a Hungarian Pilot Cohort

International Journal of Molecular Sciences

Orsolya Pipek

Donát Alpár

Orsolya Rusz

Csaba Bödör

Zoltán Udvarnoki

...

2023/5/10

Bacterial colony size growth estimation by deep learning

BMC microbiology

Sára Ágnes Nagy

László Makrai

István Csabai

Dóra Tőzsér

Géza Szita

...

2023/10/26

Author Correction: A biallelic multiple nucleotide length polymorphism explains functional causality at 5p15. 33 prostate cancer risk locus

nature communications

Sandor Spisak

Viktoria Tisza

Pier Vitale Nuzzo

Ji-Heui Seo

Balint Pataki

...

2023

Automated prediction of COVID-19 severity upon admission by chest X-ray images and clinical metadata aiming at accuracy and explainability

Scientific Reports

Alex Olar

András Biricz

Zsolt Bedőházi

Bendegúz Sulyok

Péter Pollner

...

2023/3/14

Mesterséges neurális hálózatok az állatitermék-előállításban.

Magyar Állatorvosok Lapja

Nagy Sára Ágnes

Csabai István

Varga Tamás

Póth-Szebenyi Bettina

Gábor György

...

2023/5/1

A biallelic multiple nucleotide length polymorphism explains functional causality at 5p15. 33 prostate cancer risk locus

Nature Communications

Sandor Spisak

Viktoria Tisza

Pier Vitale Nuzzo

Ji-Heui Seo

Balint Pataki

...

2023/8/23

Comparing full variation profile analysis with the conventional consensus method in SARS-CoV-2 phylogeny

bioRxiv

Regina Nora Fiam

Istvan Csabai

Norbert Solymosi

2023

Epigenetic Regulation Explains The Functionality Behind Colon Cancer Specific Biomarker Septin9

bioRxiv

Laura Vizkeleti

Csaba Kiss

Viktoria Tisza

Aniko Szigeti

Akos Gellert

...

2023/2/3

Neural network-aided milk somatic cell count gain prediction

Sára Ágnes Nagy

István Csabai

Tamás Varga

Bettina Póth-Szebenyi

György Gábor

...

2023/4/27

Annotated dataset for deep-learning-based bacterial colony detection

Scientific Data

László Makrai

Bettina Fodróczy

Sára Ágnes Nagy

Péter Czeiszing

István Csabai

...

2023/7/28

A revised multi-tissue, multi-platform epigenetic clock model for methylation array data

Journal of Mathematical Chemistry

Orsolya Anna Pipek

István Csabai

2023/2

See List of Professors in Istvan Csabai University(Eötvös Loránd Tudományegyetem)

Co-Authors

H-index: 117
David W Hogg

David W Hogg

New York University

H-index: 84
Timothy McKay

Timothy McKay

University of Michigan

H-index: 79
Nikhil Padmanabhan

Nikhil Padmanabhan

Yale University

H-index: 65
Vivienne Wild

Vivienne Wild

University of St Andrews

H-index: 48
Predrag Cvitanović

Predrag Cvitanović

Georgia Institute of Technology

academic-engine