Synthical logo
Synthical
Your space
Profile
Activity
Favorites
Folders
Feeds
All articles
Contacts
About
Simple
Original

Articles by Annika Reinke

Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation
21 February 2025 by Tim Rädsch and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Application-driven Validation of Posteriors in Inverse Problems
21 January 2025 by Tim Adler and others
Computer Vision and Pattern Recognition, Machine Learning
Confidence intervals uncovered: Are we ready for real-world medical imaging AI?
27 September 2024 by Evangelia Christodoulou and others
Computer Vision and Pattern Recognition, Artificial Intelligence
The Brain Tumor Segmentation (BraTS) Challenge: Local Synthesis of Healthy Brain Tissue via Inpainting
22 September 2024 by Florian Kofler and others
Image and Video Processing, Computer Vision and Pattern Recognition
Quality Assured: Rethinking Annotation Strategies in Imaging AI
26 July 2024 by Tim Rädsch and others
Computer Vision and Pattern Recognition, Artificial Intelligence
FISBe: A real-world benchmark dataset for instance segmentation of long-range thin filamentous structures
29 March 2024 by Lisa Mais and others
Computer Vision and Pattern Recognition, Machine Learning
Understanding metric-related pitfalls in image analysis validation
23 February 2024 by Annika Reinke and others
Computer Vision and Pattern Recognition
Metrics reloaded: Recommendations for image analysis validation
23 February 2024 by Lena Maier-Hein and others
Computer Vision and Pattern Recognition
Common Limitations of Image Processing Metrics: A Picture Story
6 December 2023 by Annika Reinke and others
Image and Video Processing, Computer Vision and Pattern Recognition
Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps
5 December 2023 by Florian Kofler and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Biomedical image analysis competitions: The state of current participation practice
12 September 2023 by Matthias Eisenmann and others at LogoHeidelberg University
Computer Vision and Pattern Recognition, Machine Learning
Deployment of Image Analysis Algorithms under Prevalence Shifts
24 July 2023 by Patrick Godau and others at LogoHeidelberg University
Computer Vision and Pattern Recognition, Machine Learning
Challenge Results Are Not Reproducible
14 July 2023 by Annika Reinke and others at LogoHeidelberg University
Computer Vision and Pattern Recognition
Why is the winner the best?
30 March 2023 by Matthias Eisenmann and others
Computer Vision and Pattern Recognition, Machine Learning
Sources of performance variability in deep learning-based polyp detection
17 November 2022 by Thuy Nuong Tran and others
Computer Vision and Pattern Recognition
Labeling instructions matter in biomedical image analysis
20 July 2022 by Tim Rädsch and others
Computer Vision and Pattern Recognition
Ten years of image analysis and machine learning competitions in dementia
18 February 2022 by Esther Bron and others
Machine Learning
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
30 September 2021 by Martin Wagner and others
Image and Video Processing, Computer Vision and Pattern Recognition
How can we learn (more) from challenges? A statistical approach to driving future algorithm development
17 June 2021 by Tobias Roß and others
Computer Vision and Pattern Recognition
The Medical Segmentation Decathlon
10 June 2021 by Michela Antonelli and others at LogoKing's College London
Image and Video Processing, Computer Vision and Pattern Recognition
The Federated Tumor Segmentation (FeTS) Challenge
14 May 2021 by Sarthak Pati and others
Image and Video Processing, Computer Vision and Pattern Recognition
Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room
28 May 2020 by Lena Maier-Hein and others
Computer Vision and Pattern Recognition
Robust Medical Instrument Segmentation Challenge 2019
19 May 2020 by Tobias Ross and others
Computer Vision and Pattern Recognition
Methods and open-source toolkit for analyzing and visualizing challenge results
5 December 2019 by Manuel Wiesenfarth and others
Computer Vision and Pattern Recognition, Applications
BIAS: Transparent reporting of biomedical image analysis challenges
23 October 2019 by Lena Maier-Hein and others
Computer Vision and Pattern Recognition, Computers and Society
Why rankings of biomedical image analysis competitions should be interpreted with care
18 September 2019 by Lena Maier-Hein and others
Computer Vision and Pattern Recognition