University Hospital Heidelberg
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
The future of digital health with federated learning
Nicola Rieke, Jonny Hancox, Wenqi Li et al.
2020 · 2.200 Zit.
The Medical Segmentation Decathlon
Michela Antonelli, Annika Reinke, Spyridon Bakas et al.
2022 · 1.105 Zit.
The future landscape of large language models in medicine
Jan Clusmann, Fiona R. Kolbinger, Hannah Sophie Muti et al.
2023 · 854 Zit.
Surgical data science for next-generation interventions
Lena Maier‐Hein, S. Swaroop Vedula, Stefanie Speidel et al.
2017 · 505 Zit.
Metrics reloaded: recommendations for image analysis validation
Lena Maier‐Hein, Annika Reinke, Patrick Godau et al.
2024 · 338 Zit.
Surgical data science – from concepts toward clinical translation
Lena Maier‐Hein, Matthias Eisenmann, Duygu Sarıkaya et al.
2022 · 311 Zit.
Artificial intelligence for strengthening healthcare systems in low- and middle-income countries: a systematic scoping review
Tadeusz Ciecierski-Holmes, Ritvij Singh, Miriam Axt et al.
2022 · 234 Zit.
Missing data is poorly handled and reported in prediction model studies using machine learning: a literature review
Steven W J Nijman, Artuur Leeuwenberg, Inés Beekers et al.
2021 · 227 Zit.
Continuous Learning AI in Radiology: Implementation Principles and Early Applications
Oleg S. Pianykh, Georg Langs, Marc Dewey et al.
2020 · 221 Zit.
An introduction and overview of machine learning in neurosurgical care
Joeky T. Senders, Mark M. Zaki, Aditya V. Karhade et al.
2017 · 176 Zit.
Early applications of ChatGPT in medical practice, education and research
Sam Sedaghat
2023 · 170 Zit.
A guide to artificial intelligence for cancer researchers
Raquel Pérez-López, Narmin Ghaffari Laleh, Faisal Mahmood et al.
2024 · 164 Zit.
Prediction of systemic biomarkers from retinal photographs: development and validation of deep-learning algorithms
Tyler Hyungtaek Rim, Geunyoung Lee, Youngnam Kim et al.
2020 · 162 Zit.
Understanding metric-related pitfalls in image analysis validation
Annika Reinke, Minu D. Tizabi, Michael Baumgartner et al.
2024 · 154 Zit.
Current applications and challenges in large language models for patient care: a systematic review
Felix Busch, Lena Hoffmann, Christopher Rueger et al.
2025 · 141 Zit.