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Friedrich-Alexander-Universität
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Friedrich-Alexander-Universität
Erlangen-Nürnberg
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  3. Leonie Büttner
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Leonie Büttner

Department of Artificial Intelligence in Biomedical Engineering

Administrative staff

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  • Email: leonie.lb.buettner@fau.de
  • Phone: +49 9131 85-70944

Machine Learning and Data Analytics Lab

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Friedrich-Alexander-Universität Erlangen-Nürnberg
Department Artificial Intelligence in Biomedical Engineering
Nürnberger Straße 74
91052 Erlangen
Germany
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Friedrich-Alexander-Universität
Erlangen-Nürnberg

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  1. Friedrich-Alexander University
  2. Faculty of Engineering
  3. Department of Artificial Intelligence in Biomedical Engineering
  • FAU
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      • Faculty of Medicine
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    • Cooperations
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      • Artificial Intelligence in Medicine
      • Digital Health - Gait Analytics
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      • Activity Recognition using IMU sensors integrated in Hearing Aids
      • Adaptive AI Systems in Sport (BISS)
        • IMU-based Biomechanical Gait Analysis
        • IMU-based motion compensation in CT
        • Learning from Biomechanical Simulations
        • Virtual Footwear Design
      • Applications of Deep Learning for Signal Analysis
      • Assessment and Improvement of Mental Health
      • Automated curation of in-vivo recorded time series
      • Automated German Crossword Resolution
      • Autonomous Cranes
      • BayMED Sleep Project
      • Biofeedback Based Interaction for Manipulating Virtual Environments
      • Biologically-inspired self-supervised systems
      • Biomarkers for immunotherapy in multiple sclerosis patients
      • Biomechanical Assessment of Big Wave Surfing
      • BioPsyKit – A Python Package for the Analysis of Biopsychological Data
      • CARWatch – An Open-Source Framework for Improving Cortisol Awakening Response Sampling
      • Center for AI in Medicine
      • Connected Movement
        • Assessment of Macro Movements during Acute Psychosocial Stress
        • Assessment of Micro Movements during Acute Psychosocial Stress
        • openTSST – An open web platform for large-scale, video-based motion analysis during acute psychosocial stress
      • dAIbetes
      • DailyHeart
      • Data Mining in the U.S. National Toxicology Program (NTP) Database
        • The OnHW–chars Dataset
      • Development of Sensor System for Dry Training in Biathlon
      • Diagnostic Imaging in Virtual Reality
      • DIAMond - diabetes type 1 management with personalized recommendation using data science
      • DiGA-Incont
      • digiOnko
      • digiOnko - Mit digitaler Medizin gegen Brustkrebs
        • Physical Activity Assessment in Sports
        • Signal Analysis and Biofeedback
      • Digital Sports Hub
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      • Digital Twin for Clinical Trials
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      • Digitalisierungskolleg - Applied Data Science in Digital Psychology
        • Algorithm Development -- SensorDataToolbox
        • Biomechanical investigation of gait phases
        • Deep Learning for Sensor-based Gait Analysis
        • Gait Analysis in Rodents
        • Mobile gait analysis for hereditary spastic paraplegia patients
        • Multimodal gait analysis of osteoarthritic gait
        • Quantifying Postural Instability in Parkinson's Disease
        • Sensor Insoles for Home-Monitoring Applications
      • Empathokinaesthetic Measurement and Movement Pattern Recognition as Biomarkers for Health Status and Prognosis of Palliative Care Patients (D05)
      • Empathokinesthetic sensors for biofeedback in depressed patients (D02)
        • Action Detection in Ball Sports
        • Activity Recognition and Event Detection in Table Tennis
        • Mobile Recording Systems
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        • Sensor Hardware Development
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      • Federated Machine Learning for Patient-Centered Electronic Health Records
        • Biomechanical Animated Skinned Human
        • Turning a Corner
      • Gait analysis in geriatrics using mobile sensor systems and machine learning
      • Holistic customer-oriented service optimization for fleet availability
      • HOOP: mHealth tOol for parkinsOn’s disease training and rehabilitation at Patient’s home
      • Individual Performance Prediction Using Musculoskeletal Modeling
      • Individual sport shoe recommendation through machine learning
      • Information management system for automated quality assessment in radiotherapy
      • InterFEARence – Contactless assessment of feared movements in persons with chronic back pain
        • Cold Face Test for Acute Psychosocial Stress Reduction
        • Evaluation of Tracking Systems
      • Machine Learning for CT-Detector Production
      • Machine Learning for Engineers II
      • Machine Learning for Neuromusculoskeletal Modelling (C03)
      • Machine Learning for Personalisation of Biomechanical Movement Simulations (C01)
      • Machine Learning For Predictive Analytics
      • Machine Learning in Health Psychology
      • Match data-based performance indicators in professional football
        • Physical Activity Assessment in Health
      • Mobile GaITLab
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      • Monitoring of urban water demand for city trees
      • Motion-Tracking based digital health application for physical therapy
      • MotionLab@Home
      • MoveIT
      • Multimodal Machine Learning for Decision Support Systems
        • Salivary Markers for Water Loss Estimation during Physical Exercise
        • Sweat Analysis for Water Loss Estimation during Physical Exercise
        • Temperature-Based Bioimpedance Correction for Water Loss Estimation during Physical Exercise
        • stress+ - A web framework for the Remote Induction of Acute Psychosocial Stress
        • The Stroop Competition - A Social-Evaluative Stroop Test
      • Parkinson's disease symptom detection and prediction
      • Performance Analysis in Team Sports
      • Personalization of Muscoskeletal Models
      • Personalized running shoe recommendation using different data sources
      • Privacy-Preserving Analysis of Distributed Medical Data
      • Promoting Relaxation by Real-Time Mental State Recognition
      • RoboCup Small Size League
      • Security for Future Patient-centered Healthcare Ecosystem
      • SELFCURE: Evolutionary and cognitive processes underlying self-medication of immune-challenged bats
      • Sensor-based movement and sleep analysis in Parkinson's syndrome (D04)
      • SHIELD
      • SiTY
      • Smart Annotation using semi-supervised techniques
      • SMART Start
      • SWODDYS: Smart WOund Dressing incorporating Dye-based Sensors
      • TEAM-X
      • TEF-Health
      • TegrityHub
        • Approximation of the Gaussian RBF Kernel for Efficient Classification with SVMs
        • Classification on Embedded Systems
        • Optimal Feature Selection for Nonlinear Data using Branch-and-Bound in Kernel Space
      • Tool Tracking
      • Tracking in the Deutsche Museum Nürnberg
      • VERA (Video-based Re-Identification for Animals)
      • VR - Oculomotor Test System
      • VR Amblyopia Trainer
      • Green Belt ML@Operations
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