output
20102026
most citedAutomated Design of Deep Learning Methods for Biomedical Image Segmentation

9.8k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.CYShow all

3 papers · 1 filter

cs.CY2020★ 3.1k cited

The Future of Digital Health with Federated Learning

Nicola Rieke, Jonny Hancox, Wenqi Li +14

Data-driven Machine Learning has emerged as a promising approach for building accurate and robust statistical models from medical data, which is collected in huge volumes by modern…

cs.CY2018★ 32 cited

Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real Surgeries

Sandy Engelhardt, Raffaele De Simone, Peter M. Full +2

Current `dry lab' surgical phantom simulators are a valuable tool for surgeons which allows them to improve their dexterity and skill with surgical instruments. These phantoms mimi…

cs.CY2017★ 578 cited

Surgical Data Science: Enabling Next-Generation Surgery

Lena Maier-Hein, Swaroop Vedula, Stefanie Speidel +22

This paper introduces Surgical Data Science as an emerging scientific discipline. Key perspectives are based on discussions during an intensive two-day international interactive wo…