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The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more
25citations -
A Multidisciplinary Lens of Bias in Hate Speech2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access
Paula Reyero Lobo, Joseph Kwarteng, Mayra Russo, Miriam Fahimi, Kristen M. Scott, Antonio Ferrara, +2 more
1citations -
Computational simulation of virtual patients reduces dataset bias and improves machine learning-based detection of ARDS from noisy heterogeneous ICU datasets
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
4citations -
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
12citations -
Data-centric approach to uncover and mitigate representation bias in AI segmentation of esophageal tumors on CT2026 European Journal of Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access
Corentin Guérendel, Maria Joanna Valkema, Youssef Ghosn, Stephan Ursprung, Darren Cowzer, Steven J. Chen, +5 more
1citations -
Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
Your ViT is Secretly an Image Segmentation Model2025 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Advanced Neural Network Applications Open access
Tommie Kerssies, Niccolò Cavagnero, Alexander Hermans, Narges Norouzi, Giuseppe Averta, Bastian Leibe, +2 more
42citations -
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro Lei Minku, Anna V. Kononova
34citations -
Retrievability Bias Estimation Using Synthetically Generated Queries2023 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Amin Abolghasemi, Suzan Verberne, Arian Askari, Leif A. Azzopardi
9citations -
From Superficial to Deep: Language Bias driven Curriculum Learning for Visual Question Answering2021 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Multimodal Machine Learning Applications
Mingrui Lao, Yanming Guo, Yu Liu, Wei Chen, Nan Pu, Michael S. Lew
22citations