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Author

A. Gerdtsson

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Review Open access Sep 2026

Developing Reflective Practice through Structured Learning Portfolios in Project-Based Engineering Education: A Longitudinal Case Study

Reflection is an essential professional competence in engineering, yet opportunities for explicit training, feedback, and assessment remain limited in engineering educational programs. This study investigated how structured learning portfolios support the development of reflective practice in a master's-level project-b...

A. Gerdtsson · 0 citations
Open access Jul 2026

Prediction of single cell expression from low-plex immunofluorescence images for guiding precision oncology

A deep learning model is presented for deconvoluting molecular expression from low-plex immunofluorescence imaging, paves the way for clinically implementable TIME stratification based on low-plex immunofluorescence images, and allows for standard single-cell analysis workflows to interpret multicellular expression dat...

Markus Heidrich, Daniel Nilsson, A. M. Frank et al. · 0 citations

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