| Ilastik: interactive machine learning for (bio) image analysis S Berg, D Kutra, T Kroeger, CN Straehle, BX Kausler, C Haubold, ... Nature methods 16 (12), 1226-1232, 2019 | 2038 | 2019 |
| Development and assessment of new exchange-correlation functionals FA Hamprecht, AJ Cohen, DJ Tozer, NC Handy The Journal of chemical physics 109 (15), 6264-6271, 1998 | 1781 | 1998 |
| On the spectral bias of neural networks N Rahaman, A Baratin, D Arpit, F Draxler, M Lin, F Hamprecht, Y Bengio, ... International conference on machine learning, 5301-5310, 2019 | 1615 | 2019 |
| Ilastik: Interactive learning and segmentation toolkit C Sommer, C Straehle, U Koethe, FA Hamprecht 2011 IEEE international symposium on biomedical imaging: From nano to macro …, 2011 | 1402 | 2011 |
| A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data BH Menze, BM Kelm, R Masuch, U Himmelreich, P Bachert, W Petrich, ... BMC bioinformatics 10, 1-16, 2009 | 1376 | 2009 |
| An objective comparison of cell-tracking algorithms V Ulman, M Maška, KEG Magnusson, O Ronneberger, C Haubold, ... Nature methods 14 (12), 1141-1152, 2017 | 619 | 2017 |
| Essentially no barriers in neural network energy landscape F Draxler, K Veschgini, M Salmhofer, F Hamprecht International conference on machine learning, 1309-1318, 2018 | 456 | 2018 |
| Learning steerable filters for rotation equivariant cnns M Weiler, FA Hamprecht, M Storath Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 442 | 2018 |
| On oblique random forests BH Menze, BM Kelm, DN Splitthoff, U Koethe, FA Hamprecht Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011 | 336 | 2011 |
| Multi-modal brain tumor segmentation using deep convolutional neural networks G Urban, M Bendszus, F Hamprecht, J Kleesiek MICCAI BraTS (brain tumor segmentation) challenge. Proceedings, winning …, 2014 | 304 | 2014 |
| Three-dimensional quantitative similarity− activity relationships (3d qsiar) from seal similarity matrices H Kubinyi, FA Hamprecht, T Mietzner Journal of medicinal chemistry 41 (14), 2553-2564, 1998 | 302 | 1998 |
| Learning to count with regression forest and structured labels L Fiaschi, U Köthe, R Nair, FA Hamprecht Proceedings of the 21st international conference on pattern recognition …, 2012 | 274 | 2012 |
| Robust prediction of the MASCOT score for an improved quality assessment in mass spectrometric proteomics T Koenig, BH Menze, M Kirchner, F Monigatti, KC Parker, T Patterson, ... Journal of proteome research 7 (9), 3708-3717, 2008 | 254 | 2008 |
| A comparative study of modern inference techniques for structured discrete energy minimization problems JH Kappes, B Andres, FA Hamprecht, C Schnörr, S Nowozin, D Batra, ... International Journal of Computer Vision 115, 155-184, 2015 | 245 | 2015 |
| Accurate and versatile 3D segmentation of plant tissues at cellular resolution A Wolny, L Cerrone, A Vijayan, R Tofanelli, AV Barro, M Louveaux, ... Elife 9, e57613, 2020 | 237 | 2020 |
| A comparative study of modern inference techniques for discrete energy minimization problems J Kappes, B Andres, F Hamprecht, C Schnorr, S Nowozin, D Batra, S Kim, ... Proceedings of the IEEE conference on computer vision and pattern …, 2013 | 224 | 2013 |
| Visualizing a homogeneous blend in bulk heterojunction polymer solar cells by analytical electron microscopy M Pfannmoller, H Flugge, G Benner, I Wacker, C Sommer, M Hanselmann, ... Nano letters 11 (8), 3099-3107, 2011 | 215 | 2011 |
| Imagining the future of bioimage analysis E Meijering, AE Carpenter, H Peng, FA Hamprecht, JC Olivo-Marin Nature biotechnology 34 (12), 1250-1255, 2016 | 210 | 2016 |
| Common limitations of image processing metrics: A picture story A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ... arXiv preprint arXiv:2104.05642, 2021 | 207 | 2021 |
| Multicut brings automated neurite segmentation closer to human performance T Beier, C Pape, N Rahaman, T Prange, S Berg, DD Bock, A Cardona, ... Nature methods 14 (2), 101-102, 2017 | 180 | 2017 |
Anna KreshukGroup Leader, EMBL HeidelbergVerified email at embl.de
