Klaus Maier‐Hein

German Cancer Research Center, Heidelberg University

Papers

8

Total Citations

259

H-Index

8

About

No biography available yet.

Research Focus

Computer science8 · 259 citations
Artificial intelligence7 · 245 citations
Computer vision6 · 228 citations
Robustness (evolution)5 · 200 citations
Segmentation3 · 139 citations
Image segmentation3 · 139 citations
Machine learning2 · 122 citations
Scale-space segmentation2 · 122 citations
Benchmarking2 · 122 citations
Pattern recognition (psychology)4 · 111 citations
Mathematics4 · 92 citations
Generalizability theory2 · 61 citations

Key Achievements

8
H-Index
8
Papers
259
Total Citations
32
Avg Citations/Paper
🏆 Most Cited Paper
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge
89 citations · 2020
📈 Most Prolific Year: 2020 (3 Papers)
🤝 Key Collaborators: 85
🏛 Institutions: German Cancer Research Center, Heidelberg University

Top Papers

  1. 1
    Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge
    89 citations · 2020
  2. 2
    Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model
    49 citations · 2022
  3. 3
    Robust Medical Instrument Segmentation Challenge 2019
    33 citations · 2020
  4. 4
    Viewpoints on Medical Image Processing: From Science to Application
    28 citations · 2013
  5. 5
    Development and validation of an automated planning tool for navigated lumbosacral pedicle screws using a convolutional neural network
    17 citations · 2022
  6. 6
    OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation in Endoscopic Images
    17 citations · 2020
  7. 7
    CT-Navigated Spinal Instrumentations–Three-Dimensional Evaluation of Screw Placement Accuracy in Relation to a Screw Trajectory Plan
    14 citations · 2022
  8. 8
    Spectral organ fingerprints for intraoperative tissue classification with hyperspectral imaging
    12 citations · 2021

Key Collaborators

MWManuel Wiesenfarth4 shared papersBPBeat P. Müller‐Stich4 shared papersAKAnnette Kopp‐Schneider4 shared papersLMLena Maier‐Hein4 shared papersFIFabian Isensee3 shared papersSLStefan Leger2 shared papersMDMaximilian Dietrich2 shared papersTJTingting Jiang2 shared papersITIsabell Twick2 shared papersZLZhixuan Li2 shared papersTATim Adler2 shared papersPGPatrick Godau2 shared papersPHPheng‐Ann Heng2 shared papersLWLiansheng Wang2 shared papersPHPål Halvorsen2 shared papersICIsabella Camplisson2 shared papersMAMartin Apitz2 shared papersSSSilvia Seidlitz2 shared papersDGDong Guo2 shared papersMAMichael A. Riegler2 shared papers
Not generated yet