Bert Arnrich

5.7k total citations · 3 hit papers
160 papers, 3.7k citations indexed

About

Bert Arnrich is a scholar working on Computer Vision and Pattern Recognition, Cardiology and Cardiovascular Medicine and Biomedical Engineering. According to data from OpenAlex, Bert Arnrich has authored 160 papers receiving a total of 3.7k indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Computer Vision and Pattern Recognition, 31 papers in Cardiology and Cardiovascular Medicine and 31 papers in Biomedical Engineering. Recurrent topics in Bert Arnrich's work include Context-Aware Activity Recognition Systems (26 papers), Non-Invasive Vital Sign Monitoring (13 papers) and EEG and Brain-Computer Interfaces (13 papers). Bert Arnrich is often cited by papers focused on Context-Aware Activity Recognition Systems (26 papers), Non-Invasive Vital Sign Monitoring (13 papers) and EEG and Brain-Computer Interfaces (13 papers). Bert Arnrich collaborates with scholars based in Germany, Switzerland and Türkiye. Bert Arnrich's co-authors include Gerhard Tröster, Johannes Schumm, Cem Ersoy, Roberto La Marca, Cornelia Setz, Amir Muaremi, Yekta Said Can, Ulrike Ehlert, Bjarne Pfitzner and Nico Steckhan and has published in prestigious journals such as Circulation, SHILAP Revista de lepidopterología and IEEE Access.

In The Last Decade

Bert Arnrich

151 papers receiving 3.6k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Discriminating Stress From Cognitive Load Using a Wearable EDA Device

2009 505 citations Cornelia Setz, Bert Arnrich et al. IEEE Transactions on Information Technology in Biomedicine profile →
Stress detection in daily life scenarios using smart phones and wearable sensors: A survey

2019 298 citations Bert Arnrich, Cem Ersoy et al. profile →
Federated Learning in a Medical Context: A Systematic Literature Review

2021 148 citations Bjarne Pfitzner, Nico Steckhan et al. profile →

Peers

Countries citing papers authored by Bert Arnrich

Since Specialization

Citations

This map shows the geographic impact of Bert Arnrich's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Bert Arnrich with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bert Arnrich more than expected).

Fields of papers citing papers by Bert Arnrich

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bert Arnrich. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Bert Arnrich. The network helps show where Bert Arnrich may publish in the future.

Co-authorship network of co-authors of Bert Arnrich

This figure shows the co-authorship network connecting the top 25 collaborators of Bert Arnrich. A scholar is included among the top collaborators of Bert Arnrich based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Bert Arnrich. Bert Arnrich is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	90-day mortality prediction in elective visceral surgery using machine learning: a retrospective multicenter development, validation, and comparison study 2025 ·International Journal of Surgery ·(unknown), (unknown), (unknown), Bjarne Pfitzner, (unknown), (unknown), Maximilian Schulze, (unknown), Christian Schineis, Katharina Beyer, Johann Pratschke, Bert Arnrich, Igor M. Sauer, (unknown)	1
2	Twenty-Four Hour Glucose Profiles and Glycemic Variability during Intermittent Religious Dry Fasting and Time-Restricted Eating in Subjects without Diabetes: A Preliminary Study 2024 ·Nutrients ·(unknown), (unknown), Daniela A. Koppold, (unknown), Bert Arnrich, Andreas Michalsen, Henrik Dommisch, Nico Steckhan, Olga Pivovarova‐Ramich	3
3	Enhancing Preoperative Outcome Prediction: A Comparative Retrospective Case–Control Study on Machine Learning versus the International Esodata Study Group Risk Model for Predicting 90-Day Mortality in Oncologic Esophagectomy 2024 ·Cancers ·(unknown), (unknown), Bjarne Pfitzner, (unknown), (unknown), (unknown), (unknown), Felix Krenzien, (unknown), Jonas Raakow, Igor M. Sauer, Bert Arnrich, Katharina Beyer, Christian Denecke, Johann Pratschke, (unknown)	0
4	Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments 2023 ·IEEE Internet Computing ·(unknown), Hristijan Gjoreski, Valentin Rakovic, Daniel Denkovski, (unknown), Bjarne Pfitzner, Bert Arnrich	4
5	Federated Learning for Activity Recognition: A System Level Perspective 2023 ·IEEE Access ·(unknown), (unknown), Daniel Denkovski, Valentin Rakovic, Bjarne Pfitzner, (unknown), Bert Arnrich, Hristijan Gjoreski	7
6	A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study 2023 ·JMIR Medical Informatics ·(unknown), (unknown), Evelyn Medawar, Janis Reinelt, (unknown), Sophie Anne Inès Klopfenstein, (unknown), (unknown), Akira-Sebastian Poncette, Felix Balzer, (unknown), Paul von Bünau, (unknown), Bert Arnrich, Nico Scherf, (unknown)	13
7	A computer vision approach to continuously monitor fatigue during resistance training 2023 ·Biomedical Signal Processing and Control ·(unknown), Bert Arnrich	1
8	DUO-GAIT: A gait dataset for walking under dual-task and fatigue conditions with inertial measurement units 2023 ·Scientific Data ·Lin Zhou, Eric W. Fischer, Clemens Markus Brahms, Urs Granacher, Bert Arnrich	12
9	Online Learning for Wearable EEG-Based Emotion Classification 2023 ·Sensors ·(unknown), (unknown), Bert Arnrich	15
10	Food Choices after Cognitive Load: An Affective Computing Approach 2023 ·Sensors ·(unknown), (unknown), (unknown), Nico Steckhan, Bert Arnrich	2
11	PERSIST: A Multimodal Dataset for the Prediction of Perceived Exertion during Resistance Training 2022 ·Data ·(unknown), (unknown), Clemens Markus Brahms, Urs Granacher, Bert Arnrich	1
12	TRIPOD—A Treadmill Walking Dataset with IMU, Pressure-Distribution and Photoelectric Data for Gait Analysis 2021 ·Data ·(unknown), Lin Zhou, Clemens Markus Brahms, Can Tunca, Cem Ersoy, Urs Granacher, Bert Arnrich	9
13	How We Found Our IMU: Guidelines to IMU Selection and a Comparison of Seven IMUs for Pervasive Healthcare Applications 2020 ·Sensors ·Lin Zhou, Eric W. Fischer, Can Tunca, Clemens Markus Brahms, Cem Ersoy, Urs Granacher, Bert Arnrich	62
14	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 2020 ·Sensors ·(unknown), (unknown), Arnd Gebel, Clemens Markus Brahms, Urs Granacher, Bert Arnrich	190
15	Quantified Complementary and Alternative Medicine: Convergence of Digital Health Technologies and Complementary and Alternative Medicine 2020 ·Complementary Medicine Research ·Nico Steckhan, Bert Arnrich	1
16	Automatic signal appraisal for unobtrusive ECG measurements 2016 ·Johannes Schumm, (unknown), Bert Arnrich, Gerhard Tröster	7
17	An IMU-based sensor network to continuously monitor rowing technique on the water 2011 ·(unknown), Franz Gravenhorst, Bert Arnrich, Gerhard Tröster	37
18	What Does Your Chair Know About Your Stress Level? 2009 ·IEEE Transactions on Information Technology in Biomedicine ·Bert Arnrich, Cornelia Setz, Roberto La Marca, Gerhard Tröster, Ulrike Ehlert	66
19	Erfahrungen mit Diabetikern in der Koronarchirurgie - Patienten mit einem besonderen Risikoprofil 2006 ·PUB – Publications at Bielefeld University (Bielefeld University) ·(unknown), (unknown), Bert Arnrich, Stefan Bauer, (unknown), I. C. Ennker, Ulrich Rosendahl, Jürgen Ennker	2
20	Risikostratifizierung diabetischer Koronarpatienten - Statistische Methoden zur Adjustierung der Patienten-Charakteristika im Vergleich 2006 ·Clinical Research in Cardiology ·Bert Arnrich, (unknown), J. Walter	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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