News from the Machine Learning and Data Analytics Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Joined October 2018
21 Photos and videos
13 Nov 2024
Step-by-step: We're proud to share our latest research step in IEEE JBHI on step length and gait speed estimations using a hearing-aid integrated accelerometer.
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9 Oct 2024
Are male polar bears more prone to signs of stress under human care than females? At what time of day do polar bears struggle to find peace? And are there seasons when polar bears just want to chill?
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9 Oct 2024
To answer these questions, we developed an automated system to detect stress-related behaviours under human care. Our publication on this is now online! See doi.org/10.1016/j.ecoinf.202…

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15 May 2024
Miri Kurz and Sarah Keck presenting our interdisciplinary project "Applied Data Science in Digital Psychology" at bidt-DemoDay 2.0. Well done! 🥳 @BjoernEskofier @BioHealthPsyFAU
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14 May 2024
🌟How can you tell if your device is secretly conscious? Join our workshop at Mensch und Computer 24 in Karlsruhe! Let us share insights on consciousness, design novel measurement approaches, and discuss ethical considerations.
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MaD Lab retweeted
Do we change how we move under acute stress? Can we use these changes to detect stressed individuals using machine learning? Robert Richer and co-authors addressed this question in their #scientificreports paper - nature.com/articles/s41598-0… @UniFAU @FAU_MaD_Lab @BioHealthPsyFAU
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MaD Lab retweeted
Do we change how we move under acute stress? And can we use these changes to detect stressed individuals using machine learning? We addressed this question in our latest @SciReports paper - check it out: nature.com/articles/s41598-0…
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2 Apr 2024
🚀 Calling all FAU students! Get ready for an epic AI showdown at The Tensor Tournament T3 2024 on May 4th! 📅 Join us at Erlangen and across multiple Bavarian universities for 3 unique ML challenges. Show off your skills, win amazing prizes, and enjoy FREE food! 🍕 🏆
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27 Mar 2024
A while ago we open-sourced ALL of our gait-analysis algorithms: github.com/mad-lab-fau/gaitm… We just hit two new major milestones: 1. A scientific paper about gaitmap (ieeexplore.ieee.org/document…) 2. Open benchmarks for all of our algorithms (github.com/mad-lab-fau/gaitm…) 🧵⏬ (1/3)
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27 Mar 2024
Our paper published in OJEMB explains the urgent need for open algorithms for human gait analysis and explains our approach to developing new methods. ieeexplore.ieee.org/document… @AKuederle Nils Roth Martin Ullrich @rich_robe @MalteOlle Felix Kluge @BjoernEskofier ⏬ (2/3)
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27 Mar 2024
In addition, we published a set of open benchmarks to pave the way from reproducible algorithm comparisons in the entire community! Check out the performance of our algorithms, or learn how to test your algorithms on the same benchmarks. github.com/mad-lab-fau/gaitm… ⏬ (3/3)
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MaD Lab retweeted
Our very own, Brittany Sommers @BrittanyS_CHMS, recently moved to Germany for her position as Postdoctoral Fellow & Research Group Leader of the Digital Health & Gait Analytics Group in the Machine Learning & Data Analytics (@FAU_MaD_Lab) Lab at FAU-Erlangen. Congrats, Brittany!
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MaD Lab retweeted
Our research about the Cold Face Test for acute stress reduction got featured in @zeitonline! @UniFAU @FAUEmpkinS @FAU_MaD_Lab @BioHealthPsyFAU @BjoernEskofier
7 Feb 2024
Der #Vagusnerv verbindet das Hirn mit unseren Organen – und hilft beim #Entspannen. Forscher untersuchen, was passiert, wenn man ihn gezielt stimuliert. Das könnte gegen #Stress helfen und sogar Krankheiten lindern. trib.al/buIJePe
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MaD Lab retweeted
#PostDoc position in #AI in #Medicine / #Healthcare wanted? -> The @FAU_MaD_Lab, @UniFAU currently has two open positions in the areas of #health #data #science and #AI in #medicine. For more details see mad.tf.fau.de/lab/job-offers… Looking forward to your applications!
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MaD Lab retweeted
Come visit Kai and me at poster #1001 #NeurIPS2023 to learn about how to best evaluate your #clusterings solutions. @taltstidl @BjoernEskofier @FAU_MaD_Lab @UniFAU @NeurIPSConf
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6 Nov 2023
MaD Lab student Victoria Müller under Top 10 ZEISS Women Award! (1/4)
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6 Nov 2023
Victoria consistently contributed to MaD Lab research projects over the past couple of years and is currently writing her Master’s thesis at New York University under the supervision of Prof. Katharina Schultebraucks. (3/4)
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6 Nov 2023
The ZEISS Women Award recognizes women in technical careers and promotes mutual support in this field. Let’s continue our efforts to make the technical field even more diverse! (4/4)
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