Bernhard Kainz
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Metrics reloaded: recommendations for image analysis validation
2024 · 338 Zit. · Nature Methods
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
2021 · 262 Zit. · npj Digital Medicine
Understanding metric-related pitfalls in image analysis validation
2024 · 154 Zit. · Nature Methods
Metrics reloaded: Recommendations for image analysis validation
2022 · 62 Zit. · arXiv (Cornell University)
Artificial intelligence, fetal echocardiography, and congenital heart disease
2021 · 51 Zit. · Prenatal Diagnosis
Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network
2018 · 42 Zit. · Lecture notes in computer science
Exploring a new paradigm for the fetal anomaly ultrasound scan: Artificial intelligence in real time
2021 · 37 Zit. · Prenatal Diagnosis
Prenatal diagnosis of hypoplastic left heart syndrome on ultrasound using artificial intelligence: How does performance compare to a current screening programme?
2023 · 20 Zit. · Prenatal Diagnosis
Understanding metric-related pitfalls in image analysis validation
2023 · 20 Zit. · arXiv (Cornell University)
Interaction between clinicians and artificial intelligence to detect fetal atrioventricular septal defects on ultrasound: how can we optimize collaborative performance?
2024 · 13 Zit. · Ultrasound in Obstetrics and Gynecology
A Review of Causality for Learning Algorithms in Medical Image Analysis
2022 · 10 Zit. · The Journal of Machine Learning for Biomedical Imaging
Cascaded Transforming Multi-task Networks For Abdominal Biometric Estimation from Ultrasound
2018 · 9 Zit.
Sonographer interaction with artificial intelligence: collaboration or conflict?
2023 · 5 Zit. · Ultrasound in Obstetrics and Gynecology
Video Clip Extraction From Fetal Ultrasound Scans Using Artificial Intelligence to Allow Remote Second Expert Review for Congenital Heart Disease
2025 · 3 Zit. · Prenatal Diagnosis
Improving image labelling quality
2023 · 3 Zit. · Nature Machine Intelligence