Dr. Gabriel Eilertsen Profile

Dr. Gabriel Eilertsen

at Linköping Univ

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Publications (3)

SPIE Journal Paper | 16 January 2024 Open Access

Benefits of spatial uncertainty aggregation for segmentation in digital pathology

Milda Pocevičiūtė, Gabriel Eilertsen, Claes Lundström

JMI, Vol. 11, Issue 01, 017501, (January 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.1.017501

KEYWORDS: Image segmentation, Tumors, Pathology, Cancer detection, Education and training, Breast cancer, Lymph nodes, Histograms, Algorithm development, Visualization

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Proceedings Article | 13 June 2023 Presentation + Paper

Joint tone mapping and denoising of thermal infrared images via multi-scale Retinex and multi-task learning

Axel Gödrich, Daniel König, Gabriel Eilertsen, Michael Teutsch

Proceedings Volume 12534, 1253417 (2023) https://doi.org/10.1117/12.2663745

KEYWORDS: Denoising, Education and training, Forward looking infrared, Time multiplexed optical shutter, Deep learning, Video, Histograms, Deep convolutional neural networks, Machine learning, Mathematical optimization

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Proceedings Article | 7 April 2023 Presentation + Paper

Spatial uncertainty aggregation for false negatives detection in breast cancer metastases segmentation

Milda Pocevičiūtė, Gabriel Eilertsen, Claes Lundström

Proceedings Volume 12471, 124710W (2023) https://doi.org/10.1117/12.2648769

KEYWORDS: Cancer detection, Image segmentation, Education and training, Breast cancer, Pathology, Lymph nodes, Histograms, Deep learning, Data modeling, Visualization

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