Concepedia

Kristoffer Wickstrøm

KW

15

Publications

671

Citations

12

H-Index

2018

Active since

Affiliations

UiT The Arctic University of Norway(Current)

University Hospital of North Norway

Norwegian Computing Center

University of Copenhagen

University of Florida

Kristoffer Wickstrøm is an author at UiT The Arctic University of Norway specializing in deep learning, engineering, and data science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningImage AnalysisMachine VisionComputer VisionPattern RecognitionDeep Neural Networks

Publications per year

2018–2023

15

Publications

15

Uncertainty and interpretability in convolutional neural networks for semantic segmentation of colorectal polyps

Kristoffer Wickstrøm, Michael Kampffmeyer, Robert Jenssen · Medical Image Analysis · 2019 · 176 citations · Full text

Mixing up contrastive learning: Self-supervised representation learning for time series

Kristoffer Wickstrøm, Michael Kampffmeyer, Karl Øyvind Mikalsen et al. · Pattern Recognition Letters · 2022 · 96 citations · Full text

Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration

Shujian Yu, Kristoffer Wickstrøm, Robert Jenssen et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 79 citations

Auroral Image Classification With Deep Neural Networks

Andreas Kvammen, Kristoffer Wickstrøm, D. J. McKay et al. · Journal of Geophysical Research Space Physics · 2020 · 55 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series

Kristoffer Wickstrøm, Karl Øyvind Mikalsen, Michael Kampffmeyer et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 43 citations · Full text

Rows per page

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