Christian Bauckhage

Sankt Augustin, NW 53757, Germany

Last Updated: 09/26/2026

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Found 12 publications

Hybrid Modeling of Cercospora Leaf Spot Epidemiology: Integrating Mechanistic and Machine Learning Approaches Using Remote-Sensing and Environmental Data.

Hybrid Modeling of Cercospora Leaf Spot Epidemiology: Integrating Mechanistic and Machine Learning Approaches Using Remote-Sensing and Environmental Data.

Journal: Phytopathology

Published: December 01, 2025

SugarViT-Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet.

SugarViT-Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet.

Journal: PloS one

Published: June 21, 2024

Automatic Scoring of Rhizoctonia Crown and Root Rot Affected Sugar Beet Fields from Orthorectified UAV Images Using Machine Learning.

Automatic Scoring of Rhizoctonia Crown and Root Rot Affected Sugar Beet Fields from Orthorectified UAV Images Using Machine Learning.

Journal: Plant disease

Published: September 27, 2023

Agricultural plant cataloging and establishment of a data framework from UAV-based crop images by computer vision.

Agricultural plant cataloging and establishment of a data framework from UAV-based crop images by computer vision.

Journal: GigaScience

Published: November 12, 2021

Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI.

Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI.

Journal: Scientific reports

Published: November 11, 2021

Performance of ECG-based seizure detection algorithms strongly depends on training and test conditions.

Performance of ECG-based seizure detection algorithms strongly depends on training and test conditions.

Journal: Epilepsia open

Published: October 16, 2020

Prediction of memory formation based on absolute electroencephalographic phases in rhinal cortex and hippocampus outperforms prediction based on stimulus-related phase shifts.

Prediction of memory formation based on absolute electroencephalographic phases in rhinal cortex and hippocampus outperforms prediction based on stimulus-related phase shifts.

Journal: The European journal of neuroscience

Published: August 15, 2017

Prediction of successful memory encoding based on single-trial rhinal and hippocampal phase information.

Prediction of successful memory encoding based on single-trial rhinal and hippocampal phase information.

Journal: NeuroImage

Published: February 09, 2016

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants.

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants.

Journal: Scientific reports

Published: September 21, 2015

Non-negative matrix factorization for the near real-time interpretation of absorption effects in elemental distribution images acquired by X-ray fluorescence imaging.

Non-negative matrix factorization for the near real-time interpretation of absorption effects in elemental distribution images acquired by X-ray fluorescence imaging.

Journal: Journal of synchrotron radiation

Published: September 02, 2015

Metro maps of plant disease dynamics--automated mining of differences using hyperspectral images.

Metro maps of plant disease dynamics--automated mining of differences using hyperspectral images.

Journal: PloS one

Published: May 29, 2014

Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis.

Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis.

Journal: Functional plant biology : FPB

Published: February 24, 2012

Showing 1-12 of 12

Last Updated: 09/26/2026