Johan Trygg

Orcid: 0000-0003-3799-6094

According to our database1, Johan Trygg authored at least 18 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops.
Proceedings of the Bioinformatics Research and Applications - 19th International Symposium, 2023

2022
Toward Delicate Anomaly Detection of Energy Consumption for Buildings: Enhance the Performance From Two Levels.
IEEE Access, 2022

Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
Out-of-Distribution Example Detection in Deep Neural Networks using Distance to Modelled Embedding.
CoRR, 2021

Multiblock variable influence on orthogonal projections (MB-VIOP) for enhanced interpretation of total, global, local and unique variations in OnPLS models.
BMC Bioinform., 2021

A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC).
IEEE Access, 2021

DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images.
Proceedings of the International Joint Conference on Neural Networks, 2021

L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework.
Proceedings of the International Joint Conference on Neural Networks, 2021

DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2019
doepipeline: a systematic approach to optimizing multi-level and multi-step data processing workflows.
BMC Bioinform., 2019

2012
Dynamic ultrasound imaging - A multivariate approach for the analysis and comparison of time-dependent musculoskeletal movements.
BMC Medical Imaging, 2012

2010
Modelling human musculoskeletal functional movements using ultrasound imaging.
BMC Medical Imaging, 2010

2008
Piecewise multivariate modelling of sequential metabolic profiling data.
BMC Bioinform., 2008

K-OPLS package: Kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space.
BMC Bioinform., 2008

2007
Orthogonal projections to latent structures as a strategy for microarray data normalization.
BMC Bioinform., 2007

2006
MASQOT-GUI: spot quality assessment for the two-channel microarray platform.
Bioinform., 2006

2005
MASQOT: a method for cDNA microarray spot quality control.
BMC Bioinform., 2005


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