Gabor Filters for Object Localization and Robot Grasping. - Jörg A. Walter; Bert Arnrich (ICPR, 2000)

Learning Fine Positioning of a Robot Manipulator Based on Gabor Wavelets. - Jörg A. Walter; Bert Arnrich; Christian Scheering (IJCNN (5), 2000)

Data Mart based Research in Heart Surgery: Challenges and Benefit. - Bert Arnrich; Jörg A. Walter; Alexander Albert; Jürgen Ennker; Helge J. Ritter (MedInfo, 2004)

PRISMA: Improving Risk Estimation with Parallel Logistic Regression Trees. - Bert Arnrich; Alexander Albert; Jörg A. Walter (GfKl, 2005)

The UK MARIBS Breast Screening Study: Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methods. - Tim W. Nattkemper; Bert Arnrich; Oliver Lichte; Wiebke Timm; Andreas Degenhard; Linda Pointon; Carmel Hayes; Martin O. Leach (Artif. Intell. Medicine, 2005)

Data mart based research in heart surgery - Bert Arnrich (2006)

Effect of movements on the electrodermal response after a startle event. - Johannes Schumm; Marc Bächlin; Cornelia Setz; Bert Arnrich; Daniel Roggen; Gerhard Tröster (PervasiveHealth, 2008)

Activity and emotion recognition to support early diagnosis of psychiatric diseases. - David Tacconi; Oscar Mayora; Paul Lukowicz; Bert Arnrich; Cornelia Setz; Gerhard Tröster; Christian Haring (PervasiveHealth, 2008)

Using ensemble classifier systems for handling missing data in emotion recognition from physiology: One step towards a practical system. - Cornelia Setz; Johannes Schumm; Claudia Lorenz; Bert Arnrich; Gerhard Tröster (ACII, 2009)

Towards an Interactive Snowboarding Assistance System. - Thomas Holleczek; Christoph Zysset; Bert Arnrich; Daniel Roggen; Gerhard Tröster (ISWC, 2009)

UbiHealth 2010: the 5th international workshop on ubiquitous health and wellness. - Bert Arnrich; Venet Osmani; Giuseppe Riva 001; Jakob E. Bardram (UbiComp (Adjunct Papers), 2010)

Recognizing turns and other snowboarding activities with a gyroscope. - Thomas Holleczek; Jona Schoch; Bert Arnrich; Gerhard Tröster (ISWC, 2010)

Unobtrusive physiological monitoring in an airplane seat. - Johannes Schumm; Cornelia Setz; Marc Bächlin; Marcel Bächler; Bert Arnrich; Gerhard Tröster (Pers. Ubiquitous Comput., 2010)

What does your chair know about your stress level? - Bert Arnrich; Cornelia Setz; Roberto La Marca; Gerhard Tröster; Ulrike Ehlert (IEEE Trans. Inf. Technol. Biomed., 2010)

Discriminating stress from cognitive load using a wearable EDA device. - Cornelia Setz; Bert Arnrich; Johannes Schumm; Roberto La Marca; Gerhard Tröster; Ulrike Ehlert (IEEE Trans. Inf. Technol. Biomed., 2010)

A Wearable User Interface for Measuring Reaction Time. - Burcu Cinaz; Christian Vogt 002; Bert Arnrich; Gerhard Tröster (AmI, 2011)

Detecting Posture Mirroring in Social Interactions with Wearable Sensors. - Sebastian Feese; Bert Arnrich; Gerhard Tröster; Bertolt Meyer; Klaus Jonas (ISWC, 2011)

Monitoring of cognitive functioning by measuring reaction times with wearable devices. - Burcu Cinaz; Bert Arnrich; Gerhard Tröster (PervasiveHealth, 2011)

Discriminating Individually Considerate and Authoritarian Leaders by Speech Activity Cues. - Sebastian Feese; Amir Muaremi; Bert Arnrich; Gerhard Tröster; Bertolt Meyer; Klaus Jonas (SocialCom/PASSAT, 2011)

SonicSeat: a seat position tracker based on ultrasonic sound measurements for rowing technique analysis. - Franz Gravenhorst; Bernd Tessendorf; Rolf Adelsberger; Bert Arnrich; Gerhard Tröster; Christoph Thiem (BODYNETS, 2012)

A Data-Driven Approach to Kinematic Analysis in Running Using Wearable Technology. - Christina Strohrmann; Mirco Rossi; Bert Arnrich; Gerhard Tröster (BSN, 2012)

One IMU Is Sufficient: A Study Evaluating Effects of Dual-Tasks on Gait in Elderly People. - Rolf Adelsberger; Nathan Theill; Vera Schumacher; Bert Arnrich; Gerhard Tröster (MobiHealth, 2012)

Quantifying Behavioral Mimicry by Automatic Detection of Nonverbal Cues from Body Motion. - Sebastian Feese; Bert Arnrich; Gerhard Tröster; Bertolt Meyer; Klaus Jonas (SocialCom/PASSAT, 2012)

A case study on monitoring reaction times with a wearable user interface during daily life. - Burcu Cinaz; Bert Arnrich; Roberto La Marca; Gerhard Tröster (Int. J. Comput. Heal., 2012)

Implementation and evaluation of wearable reaction time tests. - Burcu Cinaz; Christian Vogt 002; Bert Arnrich; Gerhard Tröster (Pervasive Mob. Comput., 2012)

ECG Monitoring in an Airplane Seat: Appraising the Signal Quality. - Johannes Schumm; Bert Arnrich; Gerhard Tröster (IEEE Pervasive Comput., 2012)

Towards a Mobile Galvanic Skin Response Measurement System for Mentally Disordered Patients. - Franz Gravenhorst; Amir Muaremi; Agnes Grünerbl; Bert Arnrich; Gerhard Tröster (BODYNETS, 2013)

Monitor Pilgrims: Prayer Activity Recognition using Wearable Sensors. - Amir Muaremi; Julia Seiter 001; Franz Gravenhorst; Agon Bexheti; Bert Arnrich; Gerhard Tröster (BODYNETS, 2013)

Evaluating Daily Life Activity Using Smartphones as Novel Outcome Measure for Surgical Pain Therapy. - Julia Seiter 001; Lucian Macrea; Oliver Amft; Sebastian Feese; Bert Arnrich; Konrad Maurer; Gerhard Tröster (BODYNETS, 2013)

CoenoFire: monitoring performance indicators of firefighters in real-world missions using smartphones. - Sebastian Feese; Bert Arnrich; Gerhard Tröster; Michael J. Burtscher; Bertolt Meyer; Klaus Jonas (UbiComp, 2013)

Sensing group proximity dynamics of firefighting teams using smartphones. - Sebastian Feese; Bert Arnrich; Gerhard Tröster; Michael J. Burtscher; Bertolt Meyer; Klaus Jonas (ISWC, 2013)

Activity monitoring in daily life as an outcome measure for surgical pain relief intervention using smartphones. - Julia Seiter 001; Sebastian Feese; Bert Arnrich; Gerhard Tröster; Oliver Amft; Lucian Macrea; Konrad Maurer (ISWC, 2013)

Merging Inhomogeneous Proximity Sensor Systems for Social Network Analysis. - Amir Muaremi; Franz Gravenhorst; Julia Seiter 001; Agon Bexheti; Bert Arnrich; Gerhard Tröster (MobiQuitous, 2013)

Towards monitoring firefighting teams with the smartphone. - Sebastian Feese; Bert Arnrich; Mirco Rossi; Gerhard Tröster; Michael J. Burtscher; Bertolt Meyer; Klaus Jonas (PerCom Workshops, 2013)

Personal health systems for bipolar disorder Anecdotes, challenges and lessons learnt from MONARCA project. - Oscar Mayora; Bert Arnrich; Jakob E. Bardram; Carsten Drager; Andrea Finke; Mads Frost; Silvia Giordano; Franz Gravenhorst; Agnes Grünerbl; Christian Haring; Reinhold Haux; Paul Lukowicz; et al. (PervasiveHealth, 2013)

Mental health and the impact of ubiquitous technologies. - Bert Arnrich; Venet Osmani; Jakob E. Bardram (Pers. Ubiquitous Comput., 2013)

Monitoring of mental workload levels during an everyday life office-work scenario. - Burcu Cinaz; Bert Arnrich; Roberto La Marca; Gerhard Tröster (Pers. Ubiquitous Comput., 2013)

Towards long term monitoring of electrodermal activity in daily life. - Cornelia Kappeler-Setz; Franz Gravenhorst; Johannes Schumm; Bert Arnrich; Gerhard Tröster (Pers. Ubiquitous Comput., 2013)

Monitoring the impact of stress on the sleep patterns of pilgrims using wearable sensors. - Amir Muaremi; Agon Bexheti; Franz Gravenhorst; Bert Arnrich; Gerhard Tröster (BHI, 2014)

Sensing Healthy Lifestyle in Urban and Rural Environments. - Bert Arnrich; Naime Seyma Erdem; Hasan Faik Alan; Cem Ersoy (ICCASA, 2014)

Assessing Bipolar Episodes Using Speech Cues Derived from Phone Calls. - Amir Muaremi; Franz Gravenhorst; Agnes Grünerbl; Bert Arnrich; Gerhard Tröster (MindCare, 2014)

Sensor Log: A mobile data collection and annotation application. - Hasan Faik Alan; Bert Arnrich; Cem Ersoy; Burcu Cinaz (SIU, 2014)

A crowdsourced SkyMap. - Bilgin Kosucu; Bert Arnrich; Cem Ersoy (SIU, 2014)

Mobile Health Systems for Bipolar Disorder: The Relevance of Non-Functional Requirements in MONARCA Project. - Oscar Mayora; Mads Frost; Bert Arnrich; Franz Gravenhorst; Agnes Grünerbl; Amir Muaremi; Venet Osmani; Alessandro Puiatti; Nina Reichwaldt; Corinna Scharnweber; Gerhard Tröster (Int. J. Handheld Comput. Res., 2014)

Playful interactions and serious games. - Albert Ali Salah; Ben A. M. Schouten; Stefan Göbel 001; Bert Arnrich (J. Ambient Intell. Smart Environ., 2014)

Understanding aspects of pilgrimage using social networks derived from smartphones. - Amir Muaremi; Agon Bexheti; Franz Gravenhorst; Julia Seiter 001; Sebastian Feese; Bert Arnrich; Gerhard Tröster (Pervasive Mob. Comput., 2014)

Children's rehabilitation with humanoid robots and wearable inertial measurement units. - Arzu Güneysu; Bert Arnrich; Cem Ersoy (PervasiveHealth, 2015)

Thought and Life Logging: A Pilot Study. - Netzahualcóyotl Hernández; Gökhan Remzi Yavuz; Rasit Mete Esrefoglu; Tarik Berkant Kepez; Abdülmecit Özdemir; Batur Burcu Demiray; Hasan Faik Alan; Cem Ersoy; Sarah Untersander; Bert Arnrich (UCAmI, 2015)

SonicSeat: design and evaluation of a seat position tracker based on ultrasonic sound measurements for rowing technique analysis. - Franz Gravenhorst; Christoph Thiem; Bernd Tessendorf; Rolf Adelsberger; Bert Arnrich; Conny Draper; Richard M. Smith; Gerhard Tröster (J. Ambient Intell. Humaniz. Comput., 2015)

Mobile phones as medical devices in mental disorder treatment: an overview. - Franz Gravenhorst; Amir Muaremi; Jakob E. Bardram; Agnes Grünerbl; Oscar Mayora; Gabriel Wurzer; Mads Frost; Venet Osmani; Bert Arnrich; Paul Lukowicz; Gerhard Tröster (Pers. Ubiquitous Comput., 2015)

Exploring the link between behaviour and health. - Franz Gravenhorst; Venet Osmani; Bert Arnrich; Amir Muaremi (Pers. Ubiquitous Comput., 2015)

Semi-supervised model personalization for improved detection of learner's emotional engagement. - Nese Alyüz; Eda Okur; Ece Oktay; Utku Genc; Sinem Aslan; Sinem Emine Mete; Bert Arnrich; Asli Arslan Esme (ICMI, 2016)

mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns. - Netzahualcóyotl Hernández; Bert Arnrich; Jesús Favela; Gökhan Remzi Yavuz; Cem Ersoy; Batur Burcu Demiray; Jesús Fontecha (UCAmI (1), 2016)

Towards an Emotional Engagement Model: Can Affective States of a Learner be Automatically Detected in a 1: 1 Learning Scenario? - Nese Alyüz; Eda Okur; Ece Oktay; Utku Genc; Sinem Aslan; Sinem Emine Mete; David Stanhill; Bert Arnrich; Asli Arslan Esme (UMAP (Extended Proceedings), 2016)

Data Quality in Mobile Sensing Datasets for Pervasive Healthcare. - Netzahualcóyotl Hernández; Luís A. Castro 001; Jesús Favela; Layla Michán; Bert Arnrich (Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017)

Socially assistive child-robot interaction in physical exercise coaching. - Arzu Güneysu; Bert Arnrich (RO-MAN, 2017)

SmokeWatch: A smartwatch smoking cessation assistant. - Ozgur Akyazi; Sahin Batmaz; Bilgin Kosucu; Bert Arnrich (SIU, 2017)

Sleep apnea detection via smart phones. - Burçin Camci; Ali Yavuz Kahveci; Bert Arnrich; Cem Ersoy (SIU, 2017)

Sign sentence recognition with smart watches. - Deniz Ekiz; Gamze Ege Kaya; Serkan Bugur; Sila Guler; Buse Buz; Bilgin Kosucu; Bert Arnrich (SIU, 2017)

Variability Analysis of Therapeutic Movements using Wearable Inertial Sensors. - Irvin Hussein López-Nava; Bert Arnrich; Angélica Muñoz-Meléndez; Arzu Güneysu (J. Medical Syst., 2017)

Inertial Sensor-Based Robust Gait Analysis in Non-Hospital Settings for Neurological Disorders. - Can Tunca; Nezihe Pehlivan; Nagme Ak; Bert Arnrich; Gülüstü Salur; Cem Ersoy (Sensors, 2017)

WIP: Daily Life Oriented Indoor Localization by Fusion of Smartphone Sensors and Wi-Fi. - Ayse Vildan Nurdag; Bert Arnrich; Arda Yurdakul (SMARTCOMP, 2018)

An Exploratory Study to Detect Temporal Orientation Using Bluetooth's sensor. - Netzahualcóyotl Hernández; Batur Burcu Demiray; Bert Arnrich; Jesús Favela (PervasiveHealth, 2019)

A multi-site study on walkability, data sharing and privacy perception using mobile sensing data gathered from the mk-sense platform. - Netzahualcóyotl Hernández; Bert Arnrich; Jesús Favela; Cem Ersoy; Batur Burcu Demiray; Jesús Fontecha (J. Ambient Intell. Humaniz. Comput., 2019)

Stress detection in daily life scenarios using smart phones and wearable sensors: A survey. - Yekta Said Can; Bert Arnrich; Cem Ersoy (J. Biomed. Informatics, 2019)

Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia. - Netzahualcóyotl Hernández; Matias Garcia-Constantino; Jessica Beltrán-Márquez; Pascal Hecker; Jesús Favela; Joseph Rafferty; Ian Cleland; Irvin Hussein López-Nava; Bert Arnrich; Ian R. McChesney (EAI Endorsed Trans. Pervasive Health Technol., 2019)

HYPE: Predicting Blood Pressure from Photoplethysmograms in a Hypertensive Population. - Ariane Morassi Sasso; Suparno Datta; Michael Jeitler; Nico Steckhan; Christian S. Kessler; Andreas Michalsen; Bert Arnrich; Erwin P. Böttinger (AIME, 2020)

Validation of an IMU Gait Analysis Algorithm for Gait Monitoring in Daily Life Situations. - Lin Zhou; Can Tunca; Eric Fischer; Clemens Markus Brahms; Cem Ersoy; Urs Granacher; Bert Arnrich (EMBC, 2020)

Position Matters: Sensor Placement for Sitting Posture Classification. - Arpita Mallikarjuna Kappattanavar; Harry Freitas Da Cruz; Bert Arnrich; Erwin P. Böttinger (ICHI, 2020)

ALPS: A Web Platform for Analysing Multimodal Sensor Data in the Context of Digital Health. - Felix Musmann; Ariane Morassi Sasso; Bert Arnrich (ICHI, 2020)

Tangle Ledger for Decentralized Learning. - Robert Schmid; Bjarne Pfitzner; Jossekin Beilharz; Bert Arnrich; Andreas Polze (IPDPS Workshops, 2020)

Will You Be My Quarantine: A Computer Vision and Inertial Sensor Based Home Exercise System. - Justin Amadeus Albert; Lin Zhou; Pawel Glöckner; Justin Trautmann; Lisa Ihde; Justus Eilers; Mohammed Kamal; Bert Arnrich (PervasiveHealth, 2020)

Self-prediction of seizures in drug resistance epilepsy using digital phenotyping: a concept study. - Sidratul Moontaha; Nico Steckhan; Arpita Kappattanavar; Rainer Surges; Bert Arnrich (PervasiveHealth, 2020)

Evaluation of the Pose Tracking Performance of the Azure Kinect and Kinect v2 for Gait Analysis in Comparison with a Gold Standard: A Pilot Study. - Justin Amadeus Albert; Victor Owolabi; Arnd Gebel; Clemens Markus Brahms; Urs Granacher; Bert Arnrich (Sensors, 2020)

IMU-Based Movement Trajectory Heatmaps for Human Activity Recognition. - Orhan Konak; Pit Wegner; Bert Arnrich (Sensors, 2020)

How We Found Our IMU: Guidelines to IMU Selection and a Comparison of Seven IMUs for Pervasive Healthcare Applications. - Lin Zhou; Eric Fischer; Can Tunca; Clemens Markus Brahms; Cem Ersoy; Urs Granacher; Bert Arnrich (Sensors, 2020)

Literature Review on Transfer Learning for Human Activity Recognition Using Mobile and Wearable Devices with Environmental Technology. - Netzahualcóyotl Hernández; Jens Lundström; Jesús Favela; Ian R. McChesney; Bert Arnrich (SN Comput. Sci., 2020)

Controversial Trials First: Identifying Disagreement Between Clinical Guidelines and New Evidence. - Florian Borchert; Laura Meister; Thomas Langer; Markus Follmann; Bert Arnrich; Matthieu-P. Schapranow (AMIA, 2021)

Using Machine Learning to Predict Perceived Exertion During Resistance Training With Wearable Heart Rate and Movement Sensors. - Justin Amadeus Albert; Arne Herdick; Clemens Markus Brahms; Urs Granacher; Bert Arnrich (BIBM, 2021)

Choosing the Appropriate QRS Detector. - Justus Eilers; Jonas Chromik; Bert Arnrich (BIOSIGNALS, 2021)

Data Augmentation of Kinematic Time-Series From Rehabilitation Exercises Using GANs. - Justin Amadeus Albert; Pawel Glöckner; Bjarne Pfitzner; Bert Arnrich (COINS, 2021)

Optimal Deployment in Emergency Medicine with Genetic Algorithm Exemplified by Lifeguard Assignments*. - Jonas Chromik; Bert Arnrich (EMBC, 2021)

Perioperative Risk Assessment in Pancreatic Surgery Using Machine Learning. - Bjarne Pfitzner; Jonas Chromik; Rachel Brabender; Eric Fischer; Alexander Kromer; Axel Winter; Simon Moosburner; Igor M. Sauer; Thomas Malinka; Johann Pratschke; Bert Arnrich; Max M. Maurer (EMBC, 2021)

Impact of Custom Features of Do-it-yourself Artificial Pancreas Systems (DIYAPS) on Glycemic Outcomes of People with Type 1 Diabetes. - Wiktoria Staszak; Jonas Chromik; Katarina Braune; Bert Arnrich (EMBC, 2021)

Differentially Private Federated Learningfor Anomaly Detection in eHealth Networks. - Ana Cholakoska; Bjarne Pfitzner; Hristijan Gjoreski; Valentin Rakovic; Bert Arnrich; Marija Kalendar (UbiComp/ISWC Adjunct, 2021)

Sensor-Based Obsessive-Compulsive Disorder Detection With Personalised Federated Learning. - Kristina Kirsten; Bjarne Pfitzner; Lando Löper; Bert Arnrich (ICMLA, 2021)

Speaking Corona? Human and Machine Recognition of COVID-19 from Voice. - Pascal Hecker; Florian B. Pokorny; Katrin D. Bartl-Pokorny; Uwe D. Reichel; Zhao Ren; Simone Hantke; Florian Eyben; Dagmar M. Schuller; Bert Arnrich; Björn W. Schuller (Interspeech, 2021)

Implicit model specialization through dag-based decentralized federated learning. - Jossekin Beilharz; Bjarne Pfitzner; Robert Schmid; Paul Geppert; Bert Arnrich; Andreas Polze (Middleware, 2021)

Optimal Sensor Placement for Human Activity Recognition with a Minimal Smartphone-IMU Setup. - Vincent Xeno Rahn; Lin Zhou; Eric Klieme; Bert Arnrich (SENSORNETS, 2021)

Certainty in QRS detection with artificial neural networks. - Jonas Chromik; Lukas Pirl; Jossekin Beilharz; Bert Arnrich; Andreas Polze (Biomed. Signal Process. Control., 2021)

TRIPOD - A Treadmill Walking Dataset with IMU, Pressure-Distribution and Photoelectric Data for Gait Analysis. - Justin Trautmann; Lin Zhou; Clemens Markus Brahms; Can Tunca; Cem Ersoy; Urs Granacher; Bert Arnrich (Data, 2021)

Devicely: A Python package for reading, timeshifting and writing sensor data. - Ariane Sasso; Jost Morgenstern; Felix Musmann; Bert Arnrich (J. Open Source Softw., 2021)

Federated Learning in a Medical Context: A Systematic Literature Review. - Bjarne Pfitzner; Nico Steckhan; Bert Arnrich (ACM Trans. Internet Techn., 2021)

TRIPOD - A Treadmill Walking Dataset with IMU, Pressure-distribution and Photoelectric Data for Gait Analysis. - Justin Trautmann; Lin Zhou; Clemens Markus Brahms; Can Tunca; Cem Ersoy; Urs Granacher; Bert Arnrich (Zenodo, 2021)

Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models. - Jonas Chromik; Bjarne Pfitzner; Nina Ihde; Marius Michaelis; Denise Schmidt; Sophie Anne Ines Klopfenstein; Akira-Sebastian Poncette; Felix Balzer; Bert Arnrich (HEALTHINF, 2022)

Extracting Alarm Events from the MIMIC-III Clinical Database. - Jonas Chromik; Bjarne Pfitzner; Nina Ihde; Marius Michaelis; Denise Schmidt; Sophie Anne Ines Klopfenstein; Akira-Sebastian Poncette; Felix Balzer; Bert Arnrich (HEALTHINF, 2022)

Predictive Alarm Prevention by Forecasting Threshold Alarms at the Intensive Care Unit. - Jonas Chromik; Bjarne Pfitzner; Nina Ihde; Marius Michaelis; Denise Schmidt; Sophie Anne Ines Klopfenstein; Akira-Sebastian Poncette; Felix Balzer; Bert Arnrich (BIOSTEC (Selected Papers), 2022)

Have Your Cake and Log it Too: A Pilot Study Leveraging IMU Sensors for Real-time Food Journaling Notifications. - Arpita Kappattanavar; Marten Kremser; Bert Arnrich (HEALTHINF, 2022)

Unsupervised Activity Recognition Using Trajectory Heatmaps from Inertial Measurement Unit Data. - Orhan Konak; Pit Wegner; Justin Amadeus Albert; Bert Arnrich (ICAART (2), 2022)

Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation. - Pascal Hecker; Arpita Kappattanavar; Maximilian Schmitt; Sidratul Moontaha; Johannes Wagner 001; Florian Eyben; Björn W. Schuller; Bert Arnrich (ICMLA, 2022)

Using Transparent Neural Networks and Wearable Inertial Sensors to Generate Physiologically-Relevant Insights for Gait. - Lin Zhou; Eric Fischer; Clemens Markus Brahms; Urs Granacher; Bert Arnrich (ICMLA, 2022)

Hand Gesture Recognition in Daily Life as an Additional Tool for Unobtrusive Data Labeling in Medical Studies. - Julia Joch; Kristina Kirsten; Bert Arnrich (iWOAR, 2022)

GGPONC 2.0 - The German Clinical Guideline Corpus for Oncology: Curation Workflow, Annotation Policy, Baseline NER Taggers. - Florian Borchert; Christina Lohr; Luise Modersohn; Jonas Witt; Thomas Langer; Markus Follmann; Matthias Gietzelt; Bert Arnrich; Udo Hahn; Matthieu-P. Schapranow (LREC, 2022)

Wearable electroencephalography and multi-modal mental state classification: A systematic literature review. - Christoph Anders 002; Bert Arnrich (Comput. Biol. Medicine, 2022)

DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder. - Bjarne Pfitzner; Bert Arnrich (CoRR, 2022)

Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review. - Jonas Chromik; Sophie Anne Ines Klopfenstein; Bjarne Pfitzner; Zeena-Carola Sinno; Bert Arnrich; Felix Balzer; Akira-Sebastian Poncette (Frontiers Digit. Health, 2022)

Voice Analysis for Neurological Disorder Recognition-A Systematic Review and Perspective on Emerging Trends. - Pascal Hecker; Nico Steckhan; Florian Eyben; Björn W. Schuller; Bert Arnrich (Frontiers Digit. Health, 2022)

SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies. - Jonas Chromik; Kristina Kirsten; Arne Herdick; Arpita Mallikarjuna Kappattanavar; Bert Arnrich (Sensors, 2022)

Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-ray Data. - Joceline Ziegler; Bjarne Pfitzner; Heinrich Schulz; Axel Saalbach; Bert Arnrich (Sensors, 2022)

DUO-GAIT: A Gait Dataset for Walking under Dual-Task and Fatigue Conditions with Inertial Measurement Units. - Lin Zhou; Eric Fischer; Clemens Markus Brahms; Urs Granacher; Bert Arnrich (Zenodo, 2022)

DUO-GAIT: A Gait Dataset for Walking under Dual-Task and Fatigue Conditions with Inertial Measurement Units. - Lin Zhou; Eric Fischer; Clemens Markus Brahms; Urs Granacher; Bert Arnrich (Zenodo, 2022)

DUO-GAIT: A Gait Dataset for Walking under Dual-Task and Fatigue Conditions with Inertial Measurement Units. - Lin Zhou; Eric Fischer; Clemens Markus Brahms; Urs Granacher; Bert Arnrich (Zenodo, 2022)

Wearable EEG-Based Cognitive Load Classification by Personalized and Generalized Model Using Brain Asymmetry. - Sidratul Moontaha; Arpita Mallikarjuna Kappattanavar; Pascal Hecker; Bert Arnrich (HEALTHINF, 2023)

Recommender System for Alarm Thresholds in Medical Patient Monitors. - Denise Schmidt; Jonas Chromik; Bert Arnrich (HEALTHINF, 2023)

Overcoming Data Scarcity in Human Activity Recognition. - Orhan Konak; Lucas Liebe; Kirill Postnov; Franz Sauerwald; Hristijan Gjoreski; Mitja Lustrek; Bert Arnrich (EMBC, 2023)

Digital Therapeutics Evolution What kind of Research Will Make the Difference in this Area? - Oscar Mayora; Bert Arnrich; Tiago João Guerreiro 001; Filipa Ferreira-Brito; Mitja Lustrek; Hristijan Gjoreski (UbiComp/ISWC Adjunct, 2023)

Towards Supporting an Early Diagnosis of Multiple Sclerosis using Vocal Features. - Monica González Machorro; Pascal Hecker; Uwe D. Reichel; Helly N. Hammer; Robert Hoepner; Lisa Pedrotti; Alisha Zmutt; Hesam Sagha; Johan van Beek; Florian Eyben; Dagmar M. Schuller; Björn W. Schuller; et al. (INTERSPEECH, 2023)

A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition. - Orhan Konak; Alexander Wischmann; Robin Van De Water; Bert Arnrich (iWOAR, 2023)

German Text Embedding Clustering Benchmark. - Silvan Wehrli; Bert Arnrich; Christopher Irrgang (KONVENS, 2023)

Federated Learning for Activity Recognition: A System Level Perspective. - Stefan Kalabakov; Borche Jovanovski; Daniel Denkovski; Valentin Rakovic; Bjarne Pfitzner; Orhan Konak; Bert Arnrich; Hristijan Gjoreski (IEEE Access, 2023)

xMEN: A Modular Toolkit for Cross-Lingual Medical Entity Normalization. - Florian Borchert; Ignacio Llorca; Roland Roller; Bert Arnrich; Matthieu-P. Schapranow (CoRR, 2023)

Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments. - Ana Cholakoska; Hristijan Gjoreski; Valentin Rakovic; Daniel Denkovski; Marija Kalendar; Bjarne Pfitzner; Bert Arnrich (IEEE Internet Comput., 2023)

PERSIST: A Multimodal Dataset for the Prediction of Perceived Exertion during Resistance Training. - Justin Amadeus Albert; Arne Herdick; Clemens Markus Brahms; Urs Granacher; Bert Arnrich (Data, 2023)

Online Learning for Wearable EEG-Based Emotion Classification. - Sidratul Moontaha; Franziska Elisabeth Friederike Schumann; Bert Arnrich (Sensors, 2023)

Food Choices after Cognitive Load: An Affective Computing Approach. - Arpita Mallikarjuna Kappattanavar; Pascal Hecker; Sidratul Moontaha; Nico Steckhan; Bert Arnrich (Sensors, 2023)

State Space Modeling of Event Count Time Series. - Sidratul Moontaha; Bert Arnrich; Andreas Galka (Entropy, 2023)

HARE: Unifying the Human Activity Recognition Engineering Workflow. - Orhan Konak; Robin Van De Water; Valentin Döring; Tobias Fiedler; Lucas Liebe; Leander Masopust; Kirill Postnov; Franz Sauerwald; Felix Treykorn; Alexander Wischmann; Hristijan Gjoreski; Mitja Lustrek; et al. (Sensors, 2023)

Monitoring and Visualizing Stroke Rehabilitation Progress using Wearable Sensors. - Lin Zhou; Torsten Rackoll; Lennard Ekrod; Mircea-Gheorghe Balc; Fabian Klostermann; Bert Arnrich; Alexander H. Nave (EMBC, 2024)

Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML. - Robin Van De Water; Hendrik Schmidt; Paul W. G. Elbers; Patrick Thoral; Bert Arnrich; Patrick Rockenschaub (ICLR, 2024)

A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection. - Stefan Kalabakov; Monica González Machorro; Florian Eyben; Björn W. Schuller; Bert Arnrich (INTERSPEECH, 2024)

Using Wearable Sensors in Stroke Rehabilitation. - Justin Amadeus Albert; Lin Zhou; Kristina Kirsten; Nurcennet Kaynak; Torsten Rackoll; Tim Walz; David Weese; Rok Kos; Alexander Heinrich Nave; Bert Arnrich (iWOAR, 2024)

The Supervised Learning Dilemma: Lessons Learned from a Study in-the-Wild. - Kristina Kirsten; Robin Burchard; Olesya Bauer; Marcel Miché; Philipp M. Scholl; Karina Wahl; Roselind Lieb; Kristof Van Laerhoven; Bert Arnrich (iWOAR, 2024)

CognitIDE: An IDE Plugin for Mapping Physiological Measurements to Source Code. - Fabian Stolp; Malte Stellmacher; Bert Arnrich (SIGSOFT FSE Companion, 2024)

Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic. - Silvan Wehrli; Chisom Ezekannagha; Georges Hattab; Tamara Boender; Bert Arnrich; Christopher Irrgang (WASSA, 2024)

A computer vision approach to continuously monitor fatigue during resistance training. - Justin Amadeus Albert; Bert Arnrich (Biomed. Signal Process. Control., 2024)

Enabling machine learning models in alarm fatigue research: Creation of a large relevance-annotated oxygen saturation alarm data set. - Jonas Chromik; Anne Rike Flint; Mona Prendke; Bert Arnrich; Akira-Sebastian Poncette (Comput. Biol. Medicine, 2024)

ARTEMIS: An alarm threshold and policy mining system for the intensive care unit. - Jonas Chromik; Anne Rike Flint; Bert Arnrich (Int. J. Medical Informatics, 2024)

Dataset for Monitoring and Visualizing Stroke Rehabilitation Progress using Wearable Sensors (IMU). - Lin Zhou; Torsten Rackoll; Lennard Ekrod; Mircea-Gheorghe Balc; Fabian Klostermann; Bert Arnrich; Alexander H. Nave (Zenodo, 2024)

Mental Wellbeing at Sea: A Prototype to Collect Speech Data in Maritime Settings. - Pascal Hecker; Monica González Machorro; Hesam Sagha; Saumya Dudeja; Matthias Kahlau; Florian Eyben; Björn W. Schuller; Bert Arnrich (BIOSTEC (2): HEALTHINF, 2025)

Wearables to Measure Developer Experience at Work. - Charlotte Brandebusemeyer; Tobias Schimmer; Bert Arnrich (SEIP@ICSE, 2025)

Using CognitIDE to Capture Developers' Cognitive Load via Physiological Activity During Everyday Software Development Tasks. - Fabian Stolp; Charlotte Brandebusemeyer; Franziska Hradilak; Lara Kursawe; Magnus Menger; Franz Sauerwald; Bert Arnrich (IDE@ICSE, 2025)

High-precision information retrieval for rapid clinical guideline updates. - Florian Borchert; Paul Wullenweber; Annika Oeser; Nina Kreuzberger; Torsten Karge; Thomas Langer; Nicole Skoetz; Lothar H. Wieler; Matthieu-P. Schapranow; Bert Arnrich (npj Digit. Medicine, 2025)