Federico Cabitza

Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

2024 · 391 Zit. · Information Fusion

The need to separate the wheat from the chaff in medical informatics

2021 · 258 Zit. · International Journal of Medical Informatics

Machine Learning in Orthopedics: A Literature Review

2018 · 242 Zit. · Frontiers in Bioengineering and Biotechnology

The importance of being external. methodological insights for the external validation of machine learning models in medicine

2021 · 233 Zit. · Computer Methods and Programs in Biomedicine

Potentials and pitfalls of ChatGPT and natural-language artificial intelligence models for the understanding of laboratory medicine test results. An assessment by the European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) Working Group on Artificial Intelligence (WG-AI)

2023 · 109 Zit. · Clinical Chemistry and Laboratory Medicine (CCLM)

Bridging the “last mile” gap between AI implementation and operation: “data awareness” that matters

2020 · 106 Zit. · Annals of Translational Medicine

Machine learning in laboratory medicine: waiting for the flood?

2017 · 97 Zit. · Clinical Chemistry and Laboratory Medicine (CCLM)

Rising adoption of artificial intelligence in scientific publishing: evaluating the role, risks, and ethical implications in paper drafting and review process

2023 · 96 Zit. · Clinical Chemistry and Laboratory Medicine (CCLM)

Artificial intelligence-based tools to control healthcare associated infections: A systematic review of the literature

2020 · 88 Zit. · Journal of Infection and Public Health

Rams, hounds and white boxes: Investigating human–AI collaboration protocols in medical diagnosis

2023 · 87 Zit. · Artificial Intelligence in Medicine

The proof of the pudding: in praise of a culture of real-world validation for medical artificial intelligence

2019 · 69 Zit. · Annals of Translational Medicine

As if sand were stone. New concepts and metrics to probe the ground on which to build trustable AI

2020 · 46 Zit. · BMC Medical Informatics and Decision Making

Machine Learning for Health: Algorithm Auditing & Quality Control

2021 · 45 Zit. · Journal of Medical Systems

Where is laboratory medicine headed in the next decade? Partnership model for efficient integration and adoption of artificial intelligence into medical laboratories

2022 · 38 Zit. · Clinical Chemistry and Laboratory Medicine (CCLM)

Artificial Intelligence and liver: Opportunities and barriers

2023 · 35 Zit. · Digestive and Liver Disease