Welcome to the MaD Lab!

The researchers in the Machine Learning and Data Analytics (MaD) lab conduct theoretical and applied research for wearable computing systems and machine learning algorithms for engineering applications at the intersection of sports and health care. Our motivation is generating a positive impact on human wellbeing, be it through increasing performance, maintaining health, improving rehabilitation, or monitoring disease.

Student theses and projects

New Publication: “Step Length and Gait Speed Estimation Using a Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms”

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. This work sets the stage for real-life mobility monitoring through Earables, opening the door for advanced health assessments! Check out...

New Publication: “Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning”

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? To answer these questions, we developed an automated system to detect stress-related behaviours unde...

MaD Lab members win 2nd place in international digital pathology competition

Arijana Bohr and Emmanuelle Salin, Center for AI in Medicine members, achieved second place in the international digital pathology competition ‚DigiLut'. The two-month challenge attracted 256 participants globally and saw 1,202 submissions. Professor Antoine Roux from Foch Hospital led the DigiLu...

New Team Member: Arijana Bohr

Arijana joins us for AI in medicine research. Her academic journey began at FAU Erlangen, where she earned her Bachelor's and Master's degrees in mathematics. Simultaneously, she gained valuable industry experience as a working student at Siemens Energy, focusing on the Internet of Things and Edg...

Call for Participation: Workshop on Exploring Conscious AI

Join our workshop at Mensch und Computer 2024 in Karlsruhe! Let us share insights on consciousness, design novel measurement approaches, and discuss ethical considerations. When & Where Mensch und Computer 2024, 1. – 4. September 2024, am Karlsruher Institute für Technologie in Karlsruhe,...

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Events

18
Nov
12:15 – 13:45
Seminar: Digital Health Psychology
56201.00.010 (00.010 MaD-Lab Seminarraum, Carl-Thiersch-Str. 2b)
19
Nov
16:15 – 17:45
Biomedizinische Signalanalyse
11501.01.104 (H5 Hörsaal 5)
19
Nov
16:15 – 17:45
Innovationslabor für Wearable und Ubiquitous Computing
56201.00.010 (00.010 MaD-Lab Seminarraum, Carl-Thiersch-Str. 2b)
20
Nov
8:15 – 9:45
12345 Seminar AI to Advance Healthcare and Clinical Research
56201.00.010 (00.010 MaD-Lab Seminarraum, Carl-Thiersch-Str. 2b)
20
Nov
10:15 – 11:45
AI Perspectives
11907.01.030 (H19)
20
Nov
12:30 – 14:00
Kolloquium im Bereich Maschinelles Lernen und Datenanalytik
56201.00.010 (00.010 MaD-Lab Seminarraum, Carl-Thiersch-Str. 2b)
21
Nov
12:15 – 13:45
Machine Learning for Time Series Exercises
11401.00.123 (0.68 Seminarraum Werkstoffwissenschaften)
21
Nov
14:15 – 15:45
Lecture Machine Learning for Time Series
11501.01.104 (H5 Hörsaal 5)
21
Nov
16:15 – 17:45
BioSig-UE
56201.00.010 (00.010 MaD-Lab Seminarraum, Carl-Thiersch-Str. 2b)
21
Nov
16:15 – 17:45
Innovationslabor für Wearable und Ubiquitous Computing
08801.00.020 ( Seminarraum ZMPT 00.020)