Dealing with Architectural Variation in Product Populations. - Svein O. Hallsteinsen; Gerard Schouten; Gert Boot; Tor Erlend Fægri (Software Product Lines, 2006)

Risk of Training Diagnostic Algorithms on Data with Demographic Bias. - Samaneh Abbasi-Sureshjani; Ralf Raumanns; Britt E. J. Michels; Gerard Schouten; Veronika Cheplygina (iMIMIC/MIL3ID/LABELS@MICCAI, 2020)

An IoT Beehive Network for Monitoring Urban Biodiversity: Vision, Method, and Architecture. - Mirella Sangiovanni; Gerard Schouten; Willem-Jan van den Heuvel (SummerSOC, 2020)

Multi-task Learning with Crowdsourced Features Improves Skin Lesion Diagnosis. - Ralf Raumanns; Elif K. Contar; Gerard Schouten; Veronika Cheplygina (CoRR, 2020)

Turning Software Engineers into AI Engineers. - Petra Heck; Gerard Schouten (CoRR, 2020)

Lessons Learned from Educating AI Engineers. - Petra Heck; Gerard Schouten (WAIN@ICSE, 2021)

ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification. - Ralf Raumanns; Gerard Schouten; Max Joosten; Josien P. W. Pluim; Veronika Cheplygina (CoRR, 2021)

Defining Quality Requirements for a Trustworthy AI Wildflower Monitoring Platform. - Petra Heck; Gerard Schouten (CAIN, 2023)

Robust Automated Fiber Tracking: A Hybrid Software Architecture for Processing and Visualizing Diffusion Magnetic Resonance Imaging Data. - Sverre van Gompel; Gerard Schouten; Willem Huijbers; Maarten J. Versluis (ICSA-C, 2023)

A visibility overshoot index for interventional x-ray image quality assessment. - Asli Kumcu; Ljiljana Platisa; Bart Goossens; Amber J. Gislason-Lee; Andrew G. Davies; Gerard Schouten; Dimitri Buytaert; Klaus Bacher; Wilfried Philips (Image Perception, Observer Performance, and Technology Assessment, 2023)

Dataset Distribution Impacts Model Fairness: Single Vs. Multi-task Learning. - Ralf Raumanns; Gerard Schouten; Josien P. W. Pluim; Veronika Cheplygina (FAIMI/EPIMI@MICCAI, 2024)

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity. - Georgiana Manolache; Gerard Schouten; Joaquin Vanschoren (CoRR, 2025)