Fred A. Hamprecht

Development and assessment of new exchange-correlation functionals

Fred A. Hamprecht, Aron J. Cohen, David J. Tozer et al. · The Journal of Chemical Physics · 1998 · 1.5K citations

Nuclear Gradients, Chemical Thermodynamics, Engineering +14

A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

Bjoern Menze, B. Michael Kelm, Ralf Masuch et al. · BMC Bioinformatics · 2009 · 1.3K citations · Full text

Ilastik: Interactive learning and segmentation toolkit

Christoph Sommer, Christoph Straehle, Ullrich Köthe et al. · 2011 · 1.2K citations

Image Classification, Interactive Machine Learning, Machine Vision +14

An objective comparison of cell-tracking algorithms

Vladimír Ulman, Martin Maška, Klas E. G. Magnusson et al. · Nature Methods · 2017 · 585 citations · Full text

Machine Vision, Image Analysis, Engineering +8

Accurate and versatile 3D segmentation of plant tissues at cellular resolution

Adrian Wolny, Lorenzo Cerrone, Athul Vijayan et al. · eLife · 2020 · 320 citations · Full text

Plant Physiology, Convolutional Neural Network, Engineering +25