Roland Roller

“Nothing works without the doctor:” Physicians’ perception of clinical decision-making and artificial intelligence

2022 · 25 Zit. · Frontiers in Medicine

When performance is not enough—A multidisciplinary view on clinical decision support

2023 · 6 Zit. · PLoS ONE

Influence of AI-based decision support on shared decision making in hemodialysis: a Wizard of Oz experiment

2023 · 3 Zit.

Human-centered AI in healthcare: empowering patients and support persons in clinical decision-making

2025 · 1 Zit. · BMC Medical Informatics and Decision Making

“Because human interaction still needs to be there” – Expectations and needs of kidney transplant patients and their support persons regarding AI-based DSS: A qualitative study at a tertiary care center (Preprint)

2025 · 1 Zit.

One Size Fits None: Rethinking Fairness in Medical AI

2025 · 1 Zit.

Artificial Intelligence in Outpatient Care in Times of Covid-19: A Multidisciplinary Comment on the Impact of a Notional Artificial Intelligence Based Clinical Decision Support System on Outpatient Care for Kidney Transplant Recipients (Preprint)

2020 · 0 Zit.

When Performance is not Enough -- A Multidisciplinary View on Clinical Decision Support

2022 · 0 Zit. · arXiv (Cornell University)

A crisis of overconfidence: Why confidence, not accuracy, is the real risk in clinical AI

2026 · 0 Zit. · BioData Mining

Integrating Text and Time-Series into (Large) Language Models to Predict Medical Outcomes

2025 · 0 Zit. · ArXiv.org