Oliver Faust

8.1k citations
123 papers · 5.9k · 3 hit papers · h-index 41

Impact in

Papers in

Oliver Faust

120 papers receiving 5.7k citations

Oliver Faust's Hit Papers

Transfer learning techniques for medical image analysis: A review 2021 · 231 citations
2310+3+7Years since publication200400600

Peers

Oliver Faust
Comparison fields: 5 of 175
  • Cognitive Neuroscience 2.3k
  • Cardiology and Cardiovascular Medicine 1.9k
  • Health Informatics 93
  • Health Information Management 261
  • Signal Processing 607
Replace Yuki Hagiwara with:
Yuki Hagiwara Singapore
Edward J. Ciaccio United States
Filippo Molinari Italy
Jen Hong Tan Singapore
S. Vinitha Sree Singapore
Şengül Doğan Türkiye
Ru‐San Tan Singapore
Shu Lih Oh Singapore
Türker Tuncer Türkiye
Joel E.W. Koh Singapore
Oliver Faust relative to Yuki Hagiwara Singapore Yuki Hagiwara's profile →
Citations per field
00.5×10×17×
Yuki Hagiwara · 1×
Citations per year

Countries citing papers authored by Oliver Faust

Since Specialization
Citations

This map shows the geographic impact of Oliver Faust'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 Oliver Faust with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Oliver Faust more than expected).

Fields of papers citing papers by Oliver Faust

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Oliver Faust. 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 Oliver Faust. The network helps show where Oliver Faust may publish in the future.

Co-authors

The 25 scholars most cited alongside Oliver Faust, 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 Oliver Faust Line = papers co-authored together Oliver Faust links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 123 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Deep learning for healthcare applications based on physiological signals: A review
Hit paper breakdown →
2018691
2
Wavelet-based EEG processing for computer-aided seizure detection and epilepsy diagnosis
Hit paper breakdown →
2015429
3 2005311
4 2018241
5
Transfer learning techniques for medical image analysis: A review
Hit paper breakdown →
2021231
6 2010228
7 2020162
8 2013150
9 2010138
10 2013127
11 2019116
12 2011116
13 2021109
14 2008107
15 2011104
16 2011100
17 201592
18 201491
19 201489
20 202185

About Oliver Faust

Oliver Faust is a scholar working on Cardiology and Cardiovascular Medicine, Cognitive Neuroscience, Radiology, Nuclear Medicine and Imaging, Biomedical Engineering and Artificial Intelligence, having authored 123 papers that have together received 5.9k indexed citations. Recurring topics across this work include EEG and Brain-Computer Interfaces (34 papers), ECG Monitoring and Analysis (29 papers), Heart Rate Variability and Autonomic Control (16 papers), Non-Invasive Vital Sign Monitoring (12 papers), AI in cancer detection (10 papers), Blind Source Separation Techniques (9 papers), Embedded Systems Design Techniques (8 papers) and Atrial Fibrillation Management and Outcomes (7 papers). The work is most often cited by research in Cognitive Neuroscience (2.3k citations), Cardiology and Cardiovascular Medicine (1.9k citations), Health Informatics (93 citations), Health Information Management (261 citations) and Signal Processing (607 citations). Oliver Faust has collaborated with scholars based in Singapore, United Kingdom and United States. Frequent co-authors include U. Rajendra Acharya, Jasjit S. Suri, Oh Shu Lih, Yuki Hagiwara, Filippo Molinari, Hojjat Adeli, Amir Adeli, Edward J. Ciaccio, Wenwei Yu and E. Y. K. Ng. Their work appears in journals such as Computer Methods and Programs in Biomedicine, International Journal of Environmental Research and Public Health, Computers in Biology and Medicine, Journal of Applied Biomedicine and Biomedical Signal Processing and Control.

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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