no code implementations • 25 Apr 2024 • Moritz Sturm, Lorenzo Cerrone, Fred A. Hamprecht
Cell tracking remains a pivotal yet challenging task in biomedical research.
2 code implementations • CVPR 2022 • Lorenzo Cerrone, Athul Vijayan, Tejasvinee Mody, Kay Schneitz, Fred A. Hamprecht
Classifying all cells in an organ is a relevant and difficult problem from plant developmental biology.
Ranked #1 on Node Classification on CellTypeGraph Benchmark
1 code implementation • eLife 2020 • Adrian Wolny, Lorenzo Cerrone, Athul Vijayan, Rachele Tofanelli, Amaya Vilches Barro, Marion Louveaux, Christian Wenzl, Sören Strauss, David Wilson-Sánchez, Rena Lymbouridou, Susanne S Steigleder, Constantin Pape, Alberto Bailoni, Salva Duran-Nebreda, George W Bassel, Jan U Lohmann, Miltos Tsiantis, Fred A Hamprecht, Kay Schneitz, Alexis Maizel, Anna Kreshuk
Quantitative analysis of plant and animal morphogenesis requires accurate segmentation of individual cells in volumetric images of growing organs.
1 code implementation • CVPR 2019 • Lorenzo Cerrone, Alexander Zeilmann, Fred A. Hamprecht
We present an end-to-end learned algorithm for seeded segmentation.