Anzahl der Publikationen: 65
Zeitschriftenartikel
Feuerriegel, Stefan; Frauen, Dennis; Melnychuk, Valentyn; Schweisthal, Jonas; Hess, Konstantin; Curth, Alicia; Bauer, Stefan; Kilbertus, Niki; Kohane, Isaac S. und Schaar, Mihaela van der
(2024):
Causal machine learning for predicting treatment outcomes.
In: Nature Medicine, Bd. 30: S. 958-968
[PDF, 3MB]
Weenen, Eva van ORCID: https://orcid.org/0000-0001-5500-2108; Banholzer, Nicolas ORCID: https://orcid.org/0000-0003-0138-6120; Föll, Simon ORCID: https://orcid.org/0000-0002-4364-4282; Zueger, Thomas ORCID: https://orcid.org/0000-0001-6190-7405; Fontana, Federico Y. ORCID: https://orcid.org/0000-0002-0679-6869; Skroce, Kristina ORCID: https://orcid.org/0000-0003-0379-5235; Hayes, Charlotte; Kraus, Mathias ORCID: https://orcid.org/0000-0002-2021-2743; Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729; Lehmann, Vera ORCID: https://orcid.org/0000-0002-6038-809X; Scott, Sam N. ORCID: https://orcid.org/0000-0003-2342-9865; Wortmann, Felix und Stettler, Christoph ORCID: https://orcid.org/0000-0003-1691-6059
(September 2023):
Glycaemic patterns of male professional athletes with type 1 diabetes during exercise, recovery and sleep: Retrospective, observational study over an entire competitive season.
In: Diabetes, Obesity and Metabolism, Bd. 25, Nr. 9: S. 2616-2625
[PDF, 1MB]
Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729; DiResta, Renée; Goldstein, Josh A. ORCID: https://orcid.org/0000-0003-2820-2977; Kumar, Srijan ORCID: https://orcid.org/0000-0002-5796-3532; Lorenz-Spreen, Philipp ORCID: https://orcid.org/0000-0001-6319-4154; Tomz, Michael und Pröllochs, Nicolas ORCID: https://orcid.org/0000-0002-1835-7302
(2023):
Research can help to tackle AI-generated disinformation.
In: Nature Human Behaviour, Bd. 7, Nr. 11: S. 1818-1821
[PDF, 275kB]
Lehmann, Vera; Zueger, Thomas; Maritsch, Martin ORCID: https://orcid.org/0000-0001-9920-0587; Kraus, Mathias; Albrecht, Caroline; Bérubé, Caterina; Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729; Wortmann, Felix; Kowatsch, Tobias; Styger, Naïma; Lagger, Sophie; Laimer, Markus; Fleisch, Elgar und Stettler, Christoph ORCID: https://orcid.org/0000-0003-1691-6059
(2023):
Machine learning for non‐invasive sensing of hypoglycaemia while driving in people with diabetes.
In: Diabetes, Obesity and Metabolism, Bd. 25, Nr. 6: S. 1668-1676
[PDF, 1MB]
Föll, Simon ORCID: https://orcid.org/0000-0002-4364-4282; Lison, Adrian ORCID: https://orcid.org/0000-0002-6822-8437; Maritsch, Martin ORCID: https://orcid.org/0000-0001-9920-0587; Klingberg, Karsten ORCID: https://orcid.org/0000-0002-2502-1428; Lehmann, Vera ORCID: https://orcid.org/0000-0002-6038-809X; Züger, Thomas ORCID: https://orcid.org/0000-0001-6190-7405; Srivastava, David ORCID: https://orcid.org/0000-0002-4744-0463; Jegerlehner, Sabrina ORCID: https://orcid.org/0000-0002-0868-0608; Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729; Fleisch, Elgar ORCID: https://orcid.org/0000-0002-4842-1117; Exadaktylos, Aristomenis ORCID: https://orcid.org/0000-0002-2705-5170 und Wortmann, Felix ORCID: https://orcid.org/0000-0001-5034-2023
(2022):
A Scalable Risk-Scoring System Based on Consumer-Grade Wearables for Inpatients With COVID-19: Statistical Analysis and Model Development.
In: JMIR Formative Research, Bd. 6, Nr. 6, e35717
[PDF, 875kB]
Lison, Adrian ORCID: https://orcid.org/0000-0002-6822-8437; Persson, Joel; Banholzer, Nicolas und Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Estimating the effect of mobility on SARS-CoV-2 transmission during the first and second wave of the COVID-19 epidemic, Switzerland, March to December 2020.
In: Eurosurveillance, Bd. 27, Nr. 10, 2100374
[PDF, 433kB]
Martinez-De la Torre, Adrian ORCID: https://orcid.org/0000-0002-3155-7421; Weenen, Eva van ORCID: https://orcid.org/0000-0001-5500-2108; Kraus, Mathias ORCID: https://orcid.org/0000-0002-2021-2743; Weiler, Stefan; Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729 und Burden, Andrea M. ORCID: https://orcid.org/0000-0001-7082-8530
(2021):
A Network Analysis of Drug Combinations Associated with Acute Generalized Exanthematous Pustulosis (AGEP).
In: Journal of Clinical Medicine, Bd. 10, Nr. 19, 4486
[PDF, 836kB]
Paper
Konferenzbeitrag
Koch, Kevin; Maritsch, Martin; Weenen, Eva van; Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729; Pfäffli, Matthias; Fleisch, Elgar; Weinmann, Wolfgang und Wortmann, Felix
(2023):
Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving.
CHI 2023, Hamburg, 23.04.-28.04.2023.
Ganter, Manuel; Toetzke, Malte und Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Mining points-of-interest data to predict urban inequality: Evidence from Germany and France.
ICWSM 2022, Atlanta, 06.06.2022-09.06.2022.
Budak, Ceren; Cha, Meeyoung und Quercia, Daniele (Hrsg.):
Proceedings of the International AAAI Conference on Web and Social Media.
Bd. 16, Nr. 1
Palo Alto, CA: Association for the Advancement of Artificial Intelligence.
216 - 227
Hummler, Philipp; Naumzik, Christof und Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Web Mining to Inform Locations of Charging Stations for Electric Vehicles.
WWW '22: The ACM Web Conference 2022, Lyon, 25.04.2022-29.04.2022.
Laforest, Frédérique; Troncy, Raphaël; Médini, Lionel und Herman, Ivan (Hrsg.):
In: Companion Proceedings of the Web Conference 2022,
New York: Association for Computing Machinery (ACM). S. 166-170
Naumzik, Christof und Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Detecting False Rumors from Retweet Dynamics on Social Media.
TheWebConf 2022, Lyon, 25.04.2022-29.04.2022.
Laforest, Frédérique; Troncy, Raphaël; Simperl, Elena; Agarwal, Deepak; Gionis, Aristides; Herman, Ivan und Médini, Lionel (Hrsg.):
In: WWW '22: Proceedings of the ACM Web Conference 2022,
New York: Association of Computing Machinery. S. 2798-2809
Ozyurt, Yilmazcan; Hatt, Tobias; Zhang, Ce und Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
A Deep Markov Model for Clickstream Analytics in Online Shopping.
TheWebConf 2022, Lyon, 25.04.2022-29.04.2022.
Laforest, Frédérique; Troncy, Raphaël; Agarwal, Deepak; Gionis, Aristides; Herman, Ivan und Médini, Lionel (Hrsg.):
In: Proceedings of the ACM Web Conference 2022,
New York: Association for Computing Machinery. S. 3071-3081
Kuzmanovic, Milan; Hatt, Tobias und Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729
(2021):
Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies.
Machine Learning for Health, Virtual Conference, 04.12.2021.
Roy, Subhrajit; Pfohl, Stephen; Rocheteau, Emma; Tadesse, Girmaw Abebe; Oala, Luis; Falck, Fabian; Zhou, Yuyin; Shen, Liyue; Zamzmi, Ghada; Mugambi, Purity; Zirikly, Ayah; McDermott, Matthew B. A. und Alsentzer, Emily (Hrsg.):
Proceedings of Machine Learning Research.
Bd. 158
Cambridge, MA: PMLR.
143 - 155
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