MaD Lab
@FAU_MaD_Lab
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News from the Machine Learning and Data Analytics Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg
Carl-Thiersch-Strasse 2b,91052 Erlangen, Germany
Joined October 2018
This work sets the stage for real-life mobility monitoring through Earables, opening the door for advanced health assessments!.Check out our publication here:
ieeexplore.ieee.org
Gait is an indicator of a person's health status and abnormal gait patterns are associated with a higher risk of falls, dementia, and mental health disorders. Wearable sensors facilitate long-term...
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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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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
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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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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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🌟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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RT @FAUEmpkinS: Do we change how we move under acute stress? Can we use these changes to detect stressed individuals using machine learning….
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RT @rich_robe: Do we change how we move under acute stress? And can we use these changes to detect stressed individuals using machine learn….
nature.com
Scientific Reports - Machine learning-based detection of acute psychosocial stress from body posture and movements
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🚀 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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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. ⏬ (3/3)
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Our paper published in OJEMB explains the urgent need for open algorithms for human gait analysis and explains our approach to developing new methods. @AKuederle Nils Roth Martin Ullrich @rich_robe @MalteOlle Felix Kluge @BjoernEskofier ⏬ (2/3)
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A while ago we open-sourced ALL of our gait-analysis algorithms: We just hit two new major milestones: 1. A scientific paper about gaitmap ( 2. Open benchmarks for all of our algorithms ( 🧵⏬ (1/3)
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RT @CSU_CHMS: Our very own, Brittany Sommers @BrittanyS_CHMS, recently moved to Germany for her position as Postdoctoral Fellow & Research….
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RT @rich_robe: Our research about the Cold Face Test for acute stress reduction got featured in @zeitonline!. @UniFAU @FAUEmpkinS @FAU_MaD_….
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RT @BjoernEskofier: #PostDoc position in #AI in #Medicine / #Healthcare wanted?. -> The @FAU_MaD_Lab, @UniFAU currently has two open positi….
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RT @dariozanca: Come visit Kai and me at poster #1001 #NeurIPS2023 to learn about how to best evaluate your #clusterings solutions. @talt….
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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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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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