Concepedia

Sebastian Pölsterl

SP

Statistics

Publications

19

Citations

1.5K

H-Index

16

Active since

2010

Affiliations

Ludwig-Maximilians-Universität München(Current)

Technical University of Munich

Johns Hopkins University

Artificial Intelligence in Medicine (Canada)

Universitat de Barcelona

Sebastian Pölsterl is an author at Ludwig-Maximilians-Universität München specializing in computing, computer science, and survival prediction.

Publications per year

2010–2024

19

Publications

19

scikit-survival: A Library for Time-to-Event Analysis Built on Top of scikit-learn

Sebastian Pölsterl · Journal of Machine Learning Research · 2020 · 282 citations

Public Health, Bioinformatics, Biostatistics +7

BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

Abhijit Guha Roy, Shayan Siddiqui, Sebastian Pölsterl et al. · arXiv (Cornell University) · 2019 · 208 citations · Full text

Computing, Computer Science, Distributed Systems +14

‘Squeeze & excite’ guided few-shot segmentation of volumetric images

Abhijit Guha Roy, Shayan Siddiqui, Sebastian Pölsterl et al. · Medical Image Analysis · 2019 · 166 citations

Computing, Computer Science, Biomedical Imaging +9

Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data

Justin Guinney, Tao Wang, Teemu D. Laajala et al. · The Lancet Oncology · 2016 · 144 citations · Full text

Public Health, Biostatistics, Oncology +17

Odefy - From discrete to continuous models

Jan Krumsiek, Sebastian Pölsterl, Dominik M. Wittmann et al. · BMC Bioinformatics · 2010 · 121 citations · Full text

Engineering, Systems Engineering, Biological Systems Modeling +12

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