Przemysław Biecek
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
SurvSHAP(t): Time-dependent explanations of machine learning survival models
2022 · 100 Zit. · Knowledge-Based Systems
Generative AI models should include detection mechanisms as a condition for public release
2023 · 32 Zit. · Ethics and Information Technology
What Would You Ask the Machine Learning Model? Identification of User Needs for Model Explanations Based on Human-Model Conversations
2020 · 21 Zit. · arXiv (Cornell University)
Explainable Machine Learning for Modeling of Early Postoperative Mortality in Lung Cancer
2019 · 5 Zit. · Lecture notes in computer science
Hospital Length of Stay Prediction Based on Multi-modal Data Towards Trustworthy Human-AI Collaboration in Radiomics
2023 · 5 Zit. · Lecture notes in computer science
Adversarial attacks and defenses in explainable artificial intelligence: A survey
2023 · 4 Zit. · arXiv (Cornell University)
SRFAMap: A Method for Mapping Integrated Gradients of a CNN Trained with Statistical Radiomic Features to Medical Image Saliency Maps
2024 · 2 Zit. · Communications in computer and information science
Responsible Prediction Making of COVID-19 Mortality (Student Abstract)
2021 · 1 Zit. · Proceedings of the AAAI Conference on Artificial Intelligence
Interpretable machine learning for time-to-event prediction in medicine and healthcare
2023 · 1 Zit. · arXiv (Cornell University)