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Friedrich-Alexander-Universität
Erlangen-Nürnberg
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Dr.
Benjamin
Gmeiner
Email:
benjamin.gmeiner@fau.de
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Friedrich-Alexander University
Faculty of Engineering
Department of Artificial Intelligence in Biomedical Engineering
FAU
Faculties
Faculty of Humanities, Social Sciences, and Theology
Faculty of Humanities, Social Sciences, and Theology
Department of Classical World and Asian Cultures
Department of English, American and Romance Studies
Department of Subject-specific Education Research
Department of German and Comparative Studies
Department of History
Department of Media Studies and Art History
Department of Education
Department of Psychology
Department of Social Sciences and Philosophy
School of Theology
Department of Islamic Religious Studies
Department of Sport Science and Sport
Department of Digital Humanities and Social Studies
Faculty of Business, Economics and Law
Faculty of Business, Economics and Law
School of Law
School of Business, Economics and Society | WiSo
Faculty of Medicine
Faculty of Medicine
Institute of Anatomy
Institute of Physiology and Pathophysiology
Institute of Cellular and Molecular Physiology
Institute of Biochemistry
Institute of Medical Informatics, Biometry and Epidemiology
Institute of the History of Medicine and Medical Ethics
Institute of Forensic Medicine
Institute of Experimental and Clinical Pharmacology and Toxicology
Institute and Outpatient Clinic of Occupational, Social and Environmental Medicine
Institute of Biomedicine of Aging
Nikolaus Fiebiger Center of Molecular Medicine
Institute of Research and Teaching, Medizincampus Oberfranken
Faculty of Sciences
Faculty of Sciences
Department of Biology
Department of Chemistry and Pharmacy
Department of Geography and Geosciences
Department of Mathematics
Department of Physics
Department of Data Science
Faculty of Engineering
Faculty of Engineering
Department of Artificial Intelligence in Biomedical Engineering
Department of Chemical and Biological Engineering
Department of Electrical, Electronic and Communication Engineering
Department of Computer Science
Department of Mechanical Engineering
Department of Materials Science
Central Institutions
University Library
Universitätsklinikum Erlangen
Regional Computer Center Erlangen (RRZE)
Bavaria California Technology Center (BaCaTeC)
Language Center
Center for Teacher Education
Graduate Center
Bavarian University Center for Latin America (BAYLAT)
Erlangen National High-Performance Computing Center (NHR)
Profile Centers
New Materials and Processes (FAU NMP)
Medical Engineering (FAU MT)
Solar (FAU Solar)
Light.Matter.Quantum Technologies (FAU LMQ)
Immunomedicine (FAU I-MED)
Research Centers
Mathematics of Data (FAU MoD)
Embedded Systems Initiative (FAU ESI)
New Bioactive Compounds (FAU NeW)
Human Rights Erlangen-Nuremberg (FAU CHREN)
Islam and Law in Europe (FAU EZIRE)
Competence Centers
Research Data and Information (FAU CDI)
Scientific Computing (FAU CSC)
Engineering of Advanced Materials (FAU EAM)
Optical Imaging Competence Center (FAU OICE)
Applied Philosophy of Science and Key Qualifications (FAU ZIWIS)
Eduction (FAU Education)
Innovation Locations
JOSEPHS
ZOLLHOF
d.hip – Digital Health Innovation Platform
Medical Valley Center
FAU Innovation Ecosystem
Website Menu
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Lab
Cooperations
Maps and Directions
Open Positions
Ph.D. Gallery
Team
Past Students
Research
Research Groups
Artificial Intelligence in Medicine
Digital Health - Gait Analytics
Empatho-Kinaesthetic Sensor Technology (EmpkinS)
Health Data Science
Sports Analytics
Digital Health - Biosignals
Biomechanical Motion Analysis and Creation
Videos
Applied Machine Learning
Digital Health – PsychoSense
Research Areas
Deep Learning
Experimental Studies
Human-Computer Interaction (HCI)
Machine Learning
Musculoskeletal Modeling
Optimal Control
Signal Processing
Wearables
Project Overview
Activity Recognition using IMU sensors integrated in Hearing Aids
Adaptive AI Systems in Sport (BISS)
Applications of Biomechanical Simulations
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
Contactless measurement of stress, its determinants, and consequences (D03)
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
Development of neural networks and machine learning algorithms for online handwriting recognition
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
Digital Sports Bavaria
Physical Activity Assessment in Sports
Signal Analysis and Biofeedback
Digital Sports Hub
Digital Twin
Digital Twin for Clinical Trials
Digital Twin of Rheuma
Digital Twin of the Musculoskeletal System
Digital Vision Trainer
Digitalisierungskolleg - Applied Data Science in Digital Psychology
EFI Moves
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)
ESI@Fitness
Action Detection in Ball Sports
Activity Recognition and Event Detection in Table Tennis
Mobile Recording Systems
Modules for Telemedicine Systems
Sensor Hardware Development
FallRiskPD
Federated Machine Learning for Patient-Centered Electronic Health Records
Fundamentals of Biomechanical Simulations
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
Interventions for Acute Psychosocial Stress Responses
Cold Face Test for Acute Psychosocial Stress Reduction
Low power electronics for sports and fitness applications
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
miLife
Physical Activity Assessment in Health
Mobile GaITLab
Mobilise-D
Mobility_APP
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
Non-invasive determination of the human hydration level
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
Novel Methods for (Remote) Acute Stress Induction
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
Theoretical Machine Learning
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
Current Studies
Publications
Datasets
ActivityNet
BaSA - Basic Step Activities
Benchmark cyclic activity recognition database using wearables
DaLiAc - Daily Life Activities
Digital Biobank
EnEx - Energy Expenditure
GaitPhase Database
Sensor-based Gait Analysis Validation Data (Kluge et al. 2017)
Smart Annotation Cyclic Activities Dataset (Martindale et al. 2017)
Wearable multi-sensor gait-based daily activity data
GitLab Analyser
Teaching
Innovation Lab – Discontinued
AgriNova
Argus
ARTEFACTO
BAN - Body Area Network
blindAR
BOSS
BRAINIACS
Champtrack
ConduListen
ConnectEd
CoSy
Digioscope
Discov
DoliMo
DreamCation
Dungineers
Empalli
Extegy
fireSense
FLASH
GatewAI
GEOSENSE
Happy Plate
HeaR
HyGenius
InfektIQ
InOffice
Insecrecy
MadGolf
Myonitor
Office Heroes
OneSpot
OnTrack
Optifox
OsmXchange
OuiPan
Palley
PalliCare
PenMates
Pentalobes
RFtrack
RheoMotus
RheumASim
Safira
Safire
sensaid
SFB – Smart Foosball Table
Share A Ride
Smart City Greens
SmartBiathlon
smartER
SMASH
Spinson
SprintX
Stark - ARchitecture
Stracking
Stress+
SURGICORE
swimolution
SyCaS
Traffix
TransfuSure
TreeTelligent
UMEDRICS
vc-motion
Visitronix
VitalSense
Watchstock
WaveFlow
YogiTherapy
Student Courses
Student Theses and Jobs
Application Successful
Postgraduate Courses
Deep Reinforcement Learning Seminar (SoSe 2019)
Machine Learning @ Operations
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