Computer Assisted Medical Interventions

Surgical Data Science

Knowledge-based Navigated Liver Surgery



Crowd-Powered Medical Image Annotation


- Eric Heim


Selected publications

Wirkert SJ, Kenngott H, Mayer B, Mietkowski P, Wagner M, Sauer P, Clancy NT, Elson DS, Maier-Hein L. Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression. International Journal of Computer Assisted Radiology and Surgery, 1-9, 2016.

März K, Hafezi M, Weller T, Saffari A, Nolden M, Fard N, Majlesara A, Zelzer S, Maleshkova M, Volovyk M, Gharabaghi N, Wagner M, Emami G, Engelhardt S, Fetzer A, Kenngott H, Rezai N, Rettinger A, Studer R, Mehrabi A, Maier-Hein L. Toward Knowledge-Based Liver Surgery: Holistic Information Processing for Surgical Decision Support. International Journal of Computer Assisted Radiology and Surgery (Special Issue: IPCAI), 1–11. doi:10.1007/s11548-015-1187-0, 7. April 2015.

Dos Santos TR, Seitel A, Kilgus T, Suwelack S, Wekerle AL, Kenngott H, Speidel S, Schlemmer HP, Meinzer HP, Heimann T, Maier-Hein L. Pose-independent surface matching for intra-operative soft-tissue marker-less registration. Med Imag Anal(accepted), 2014.

Maier-Hein L, Franz AM, dos Santos TR, Schmidt M, Fangerau M, Meinzer HP, Fitzpatric JM. Convergent Iterative closest-point algorithm to accomodate anisotropic and inhomogenous localization error. IEEE T Pattern Anal 34(8):1520-1532, 2012.

Maier-Hein L, Tekbas A, Seitel A, Pianka F, Müller SA, Satzl S, Schawo S, Radeleff B, Tetzlaff R, Franz AM, Müller-Stich BP, Wolf I, Kauczor HU, Schmied BM,  Meinzer HP. In-vivo accuracy assessment of a needle-based navigation system for CT-guided radiofrequency ablation of the liver. Med Phys, 35(12):5385-5396, 2008.

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