Bert Arnrich

173 papers receiving 4.2k citations

Bert Arnrich's Hit Papers

Federated Learning in a Medical Context: A Systematic Literature Review 2021 · 180 citations
1800+5+11Years since publication100200300400500

Peers

Bert Arnrich
Comparison fields: 5 of 164
  • Experimental and Cognitive Psychology 994
  • Applied Psychology 330
  • Human-Computer Interaction 401
  • Physical Therapy, Sports Therapy and Rehabilitation 220
  • Health Informatics 54
Replace Manolis Tsiknakis with:
Manolis Tsiknakis Greece
Panagiotis D. Bamidis Greece
Cem Ersoy Türkiye
Pietro Cipresso Italy
Leontios J. Hadjileontiadis Greece
Matjaž Gams Slovenia
Misha Pavel United States
Maarten De Vos Belgium
Hermie Hermens Netherlands
Begonya García-Zapirain Spain
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Citations per field
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Manolis Tsiknakis · 1×
Citations per year

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-authors

The 25 scholars most cited alongside Bert Arnrich, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Bert Arnrich Line = papers co-authored together Bert Arnrich links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 185 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Discriminating Stress From Cognitive Load Using a Wearable EDA Device
Hit paper breakdown →
2009563
2
Stress detection in daily life scenarios using smart phones and wearable sensors: A survey
Hit paper breakdown →
2019341
3 2013244
4 2010207
5 2020204
6 2011189
7
Federated Learning in a Medical Context: A Systematic Literature Review
Hit paper breakdown →
2021180
8 2014171
9 2017113
10 2009109
11 2011108
12 200592
13 200976
14 202069
15 200457
16 201451
17 202047
18 200847
19 202044
20 201143

About Bert Arnrich

Bert Arnrich is a scholar working on Biomedical Engineering, Computer Vision and Pattern Recognition, Experimental and Cognitive Psychology, Artificial Intelligence and Cognitive Neuroscience, having authored 185 papers that have together received 4.3k indexed citations. Recurring topics across this work include Context-Aware Activity Recognition Systems (27 papers), Non-Invasive Vital Sign Monitoring (15 papers), EEG and Brain-Computer Interfaces (14 papers), Emotion and Mood Recognition (13 papers), Healthcare Technology and Patient Monitoring (11 papers), Balance, Gait, and Falls Prevention (10 papers), Time Series Analysis and Forecasting (9 papers) and Heart Rate Variability and Autonomic Control (8 papers). The work is most often cited by research in Experimental and Cognitive Psychology (994 citations), Applied Psychology (330 citations), Human-Computer Interaction (401 citations), Physical Therapy, Sports Therapy and Rehabilitation (220 citations) and Health Informatics (54 citations). Bert Arnrich has collaborated with scholars based in Germany, Switzerland and Türkiye. Frequent co-authors include Gerhard Tröster, Johannes Schumm, Roberto La Marca, Cem Ersoy, Cornelia Setz, Amir Muaremi, Yekta Said Can, Ulrike Ehlert, Bjarne Pfitzner and Franz Gravenhorst. Their work appears in journals such as Sensors, Personal and Ubiquitous Computing, Methods of Information in Medicine, Scientific Data and Clinical Research in Cardiology.

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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