Johan Trygg

Johan Trygg

Umeå universitet

H-index: 60

Europe-Sweden

About Johan Trygg

Johan Trygg, With an exceptional h-index of 60 and a recent h-index of 40 (since 2020), a distinguished researcher at Umeå universitet, specializes in the field of Advanced data analytics combined with large-scale high-throughput ('omics) data to understand, prevent and trea.

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

The CD4 T cell epigenetic JUNB+ state is associated with proliferation and exhaustion

Feasibility and performance of cross‐clone Raman calibration models in CHO cultivation

PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis

Telomemore enables single-cell analysis of cell cycle and chromatin condensation

Near-infrared hyperspectral image analysis for monitoring the cheese-ripening process

Adapting control of a cell culture in a production scale vessel with regard to a starting medium

DeepMuCS: A Framework for Mono-& Co-culture Microscopic Image Analysis: From Generation to Segmentation

A scalable, data analytics workflow for image-based morphological profiles

Johan Trygg Information

University

Position

Professor in Chemometrics Sweden

Citations(all)

25452

Citations(since 2020)

8513

Cited By

20831

hIndex(all)

60

hIndex(since 2020)

40

i10Index(all)

155

i10Index(since 2020)

112

Email

University Profile Page

Umeå universitet

Google Scholar

View Google Scholar Profile

Johan Trygg Skills & Research Interests

Advanced data analytics combined with large-scale high-throughput ('omics) data to understand

prevent and trea

Top articles of Johan Trygg

Title

Journal

Author(s)

Publication Date

The CD4 T cell epigenetic JUNB+ state is associated with proliferation and exhaustion

bioRxiv

Ionut Sebastian Mihai

Martin Selinger

Nicole Boucheron

Mattias NE Forsell

Isabelle Magalhaes

...

2024

Feasibility and performance of cross‐clone Raman calibration models in CHO cultivation

Biotechnology Journal

Rafael Machleid

Marek Hoehse

Steffi Scholze

Kleanthis Mazarakis

David Nilsson

...

2024/1

PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis

Nabeel Khalid

Tiago Comassetto Froes

Maria Caroprese

Gillian Lovell

Johan Trygg

...

2023/9/22

Telomemore enables single-cell analysis of cell cycle and chromatin condensation

bioRxiv

Ionut Sebastian Mihai

William Rosenbaum

Andy Dernstedt

Remigius Gröning

Johan Trygg

...

2023/3/23

Near-infrared hyperspectral image analysis for monitoring the cheese-ripening process

Journal of Dairy Science

Masoumeh Alinaghi

David Nilsson

Nikita Singh

Annika Höjer

Karin Hallin Saedén

...

2023/11/1

Adapting control of a cell culture in a production scale vessel with regard to a starting medium

2023/1/5

DeepMuCS: A Framework for Mono-& Co-culture Microscopic Image Analysis: From Generation to Segmentation

Authorea Preprints

Nabeel Khalid

Mohammadmahdi Koochali

Vikas Rajashekhar

Mohsin Munir

Christoffer Edlund

...

2023/10/30

A scalable, data analytics workflow for image-based morphological profiles

bioRxiv

Edvin Forsgren

Olivier Cloarec

Pär Jonsson

Johan Trygg

2023

Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops

Ahtisham Fazeel Abbasi

Muhammad Nabeel Asim

Johan Trygg

Andreas Dengel

Sheraz Ahmed

2023/10/8

Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation

Medical Image Understanding and Analysis: 26th Annual Conference, MIUA 2022, Cambridge, UK, July 27–29, 2022, Proceedings

Mohammadmahdi Koochali

Mohsin Munir

Christoffer Edlund

Timothy R Jackson

Johan Trygg

...

2022/7/25

Bot-net: a lightweight bag of tricks-based neural network for efficient lncrna–mirna interaction prediction

Interdisciplinary Sciences: Computational Life Sciences

Muhammad Nabeel Asim

Muhammad Ali Ibrahim

Christoph Zehe

Johan Trygg

Andreas Dengel

...

2022/12

Serine protease inhibitors restrict host susceptibility to SARS-CoV-2 infections

MBio

Ebba Rosendal

Ionut Sebastian Mihai

Miriam Becker

Debojyoti Das

Lars Frängsmyr

...

2022/6/28

Rapid, automated image-based virus plaque and potency assay

2022/10/6

Toward delicate anomaly detection of energy consumption for buildings: Enhance the performance from two levels

IEEE Access

Dong Wang

Therese Enlund

Johan Trygg

Mats Tysklind

Lili Jiang

2022/3/16

DeepMuCS: a framework for co-culture microscopic image analysis: from generation to segmentation

Nabeel Khalid

Mohammadmahdi Koochali

Vikas Rajashekar

Mohsin Munir

Christoffer Edlund

...

2022/9/27

EL-RMLocNet: An explainable LSTM network for RNA-associated multi-compartment localization prediction

Computational and Structural Biotechnology Journal

Muhammad Nabeel Asim

Muhammad Ali Ibrahim

Muhammad Imran Malik

Christoph Zehe

Olivier Cloarec

...

2022/1/1

Model-based intensification of CHO cell cultures: one-step strategy from fed-batch to perfusion

Frontiers in Bioengineering and Biotechnology

Anne Richelle

Brandon Corbett

Piyush Agarwal

Anton Vernersson

Johan Trygg

...

2022/8/22

Towards better process management in wastewater treatment plants: Process analytics based on SHAP values for tree-based machine learning methods

Journal of Environmental Management

Dong Wang

Sven Thunéll

Ulrika Lindberg

Lili Jiang

Johan Trygg

...

2022/1/1

Perinatal risk factors for mortality in very preterm infants—A nationwide, population‐based discriminant analysis

Acta Paediatrica

Mikael Norman

David Nilsson

Johan Trygg

Stellan Håkansson

2022/8

Hierarchical time‐series analysis of dynamic bioprocess systems

Biotechnology Journal

Masoumeh Alinaghi

Izabella Surowiec

Steffi Scholze

Chris McCready

Christoph Zehe

...

2022/12

See List of Professors in Johan Trygg University(Umeå universitet)

Co-Authors

H-index: 166
Jeremy K Nicholson

Jeremy K Nicholson

Murdoch University

H-index: 144
Elaine Holmes

Elaine Holmes

Imperial College London

H-index: 73
Stefan Jansson

Stefan Jansson

Umeå universitet

H-index: 60
Tim Ebbels

Tim Ebbels

Imperial College London

H-index: 60
Craig Wheelock

Craig Wheelock

Karolinska Institutet

H-index: 58
Marc-Emmanuel Dumas, PhD, FRSB, FRSC

Marc-Emmanuel Dumas, PhD, FRSB, FRSC

Imperial College London

academic-engine