Oliver Faust

8.0k total citations · 3 hit papers
123 papers, 5.8k citations indexed

About

Oliver Faust is a scholar working on Cardiology and Cardiovascular Medicine, Cognitive Neuroscience and Biomedical Engineering. According to data from OpenAlex, Oliver Faust has authored 123 papers receiving a total of 5.8k indexed citations (citations by other indexed papers that have themselves been cited), including 49 papers in Cardiology and Cardiovascular Medicine, 38 papers in Cognitive Neuroscience and 25 papers in Biomedical Engineering. Recurrent topics in Oliver Faust's work include EEG and Brain-Computer Interfaces (38 papers), ECG Monitoring and Analysis (33 papers) and Heart Rate Variability and Autonomic Control (20 papers). Oliver Faust is often cited by papers focused on EEG and Brain-Computer Interfaces (38 papers), ECG Monitoring and Analysis (33 papers) and Heart Rate Variability and Autonomic Control (20 papers). Oliver Faust collaborates with scholars based in Singapore, United Kingdom and United States. Oliver Faust's co-authors include U. Rajendra Acharya, Jasjit S. Suri, Oh Shu Lih, Jen Hong Tan, Yuki Hagiwara, Filippo Molinari, Hojjat Adeli, Amir Adeli, Edward J. Ciaccio and Wenwei Yu and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and IEEE Access.

In The Last Decade

Oliver Faust

120 papers receiving 5.6k 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.

Deep learning for healthcare applications based on physiological signals: A review

2018 680 citations Oliver Faust, Oh Shu Lih et al. Computer Methods and Programs in Biomedicine profile →
Wavelet-based EEG processing for computer-aided seizure detection and epilepsy diagnosis

2015 421 citations Oliver Faust, U. Rajendra Acharya et al. profile →
Transfer learning techniques for medical image analysis: A review

2021 218 citations Chui Ping Ooi, Oliver Faust et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Oliver Faust Singapore	41	2.4k	2.1k	1.1k	1.1k	842	123	5.8k
Yuki Hagiwara Singapore	33	4.1k 1.7×	3.7k 1.8×	1.5k 1.3×	1.2k 1.1×	1.0k 1.2×	68	8.1k
Shu Lih Oh Singapore	36	4.5k 1.9×	4.1k 2.0×	1.4k 1.3×	644 0.6×	977 1.2×	56	7.8k
Edward J. Ciaccio United States	41	1.3k 0.6×	2.5k 1.2×	650 0.6×	851 0.8×	650 0.8×	219	6.1k
Choo Min Lim Singapore	20	1.5k 0.6×	2.2k 1.1×	1.1k 1.0×	731 0.7×	261 0.3×	29	4.3k
Varun Bajaj India	42	3.0k 1.2×	1.2k 0.6×	977 0.9×	397 0.4×	971 1.2×	169	5.6k
Şengül Doğan Türkiye	39	1.6k 0.7×	760 0.4×	524 0.5×	633 0.6×	943 1.1×	235	4.6k
Jen Hong Tan Singapore	47	4.4k 1.8×	4.3k 2.1×	1.8k 1.6×	2.9k 2.6×	1.3k 1.5×	102	10.4k
Özal Yıldırım Türkiye	29	1.9k 0.8×	2.1k 1.0×	1.0k 0.9×	2.4k 2.1×	2.1k 2.5×	77	6.7k
Wei Chen China	38	1.9k 0.8×	626 0.3×	1.8k 1.6×	430 0.4×	411 0.5×	347	6.1k
Filippo Molinari Italy	47	1.1k 0.4×	2.1k 1.0×	1.3k 1.1×	2.7k 2.4×	1.6k 1.9×	311	8.5k

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-authorship network of co-authors of Oliver Faust

This figure shows the co-authorship network connecting the top 25 collaborators of Oliver Faust. A scholar is included among the top collaborators of Oliver Faust 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 Oliver Faust. Oliver Faust 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

Patel, Nilesh, et al.. (2025). Atrial Fibrillation Detection on the Embedded Edge: Energy-Efficient Inference on a Low-Power Microcontroller. Sensors. 25(21). 6601–6601.

Chakraborty, Subrata, Massimo Salvi, Oliver Faust, et al.. (2025). Fibromyalgia Detection and Diagnosis: A Systematic Review of Data-Driven Approaches and Clinical Implications. IEEE Access. 13. 25026–25044.

Faust, Oliver, Massimo Salvi, Prabal Datta Barua, et al.. (2025). Issues and Limitations on the Road to Fair and Inclusive AI Solutions for Biomedical Challenges. Sensors. 25(1). 205–205. 5 indexed citations

Salvi, Massimo, Silvia Seoni, Oliver Faust, et al.. (2024). Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023). Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery. 14(3). 6 indexed citations

Chakraborty, Subrata, Oliver Faust, Massimo Salvi, et al.. (2024). Deep learning in radiology for lung cancer diagnostics: A systematic review of classification, segmentation, and predictive modeling techniques. Expert Systems with Applications. 255. 124665–124665. 22 indexed citations

Xu, Shuting, Ravinesh C. Deo, Jeffrey Soar, et al.. (2023). Automated detection of airflow obstructive diseases: A systematic review of the last decade (2013-2022). Computer Methods and Programs in Biomedicine. 241. 107746–107746. 5 indexed citations

Saheer, Lakshmi Babu, et al.. (2023). Speech Emotion Recognition Using Attention Model. International Journal of Environmental Research and Public Health. 20(6). 5140–5140. 32 indexed citations

Aydemir, Emrah, Prabal Datta Barua, Mehmet Bayğın, et al.. (2022). Hybrid Deep Feature Generation for Appropriate Face Mask Use Detection. International Journal of Environmental Research and Public Health. 19(4). 1939–1939. 16 indexed citations

Faust, Oliver, Simona De Michele, Jahmunah Vicnesh, et al.. (2022). Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images. Computer Methods and Programs in Biomedicine. 230. 107320–107320. 7 indexed citations

10.

Faust, Oliver, et al.. (2021). Automated blast cell detection for Acute Lymphoblastic Leukemia diagnosis. Biomedical Signal Processing and Control. 68. 102690–102690. 82 indexed citations

11.

Loh, Hui Wen, Chui Ping Ooi, Jahmunah Vicnesh, et al.. (2020). Automated Detection of Sleep Stages Using Deep Learning Techniques: A Systematic Review of the Last Decade (2010–2020). Applied Sciences. 10(24). 8963–8963. 81 indexed citations

12.

Lih, Oh Shu, Jahmunah Vicnesh, Ru‐San Tan, et al.. (2020). Comprehensive electrocardiographic diagnosis based on deep learning. Artificial Intelligence in Medicine. 103. 101789–101789. 163 indexed citations

13.

Faust, Oliver, et al.. (2019). A review of automated sleep stage scoring based on physiological signals for the new millennia. Computer Methods and Programs in Biomedicine. 176. 81–91. 111 indexed citations

14.

Faust, Oliver. (2018). Documenting and predicting topic changes in Computers in Biology and Medicine: A bibliometric keyword analysis from 1990 to 2017. Informatics in Medicine Unlocked. 11. 15–27. 15 indexed citations

15.

Faust, Oliver, et al.. (2016). BlueSteps: A Bluetooth Based Stepper Motor Control System. 3(1). 21–27. 3 indexed citations

16.

Acharya, U. Rajendra, Oliver Faust, Ang Peng Chuan Alvin, et al.. (2011). Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound. Journal of Medical Systems. 36(3). 1861–1871. 100 indexed citations

17.

Sputh, Bernhard H. C., Oliver Faust, & Alastair Robert Allen. (2007). A Versatile Hardware-Software Platform for In-Situ Monitoring Systems.. 299–311. 2 indexed citations

18.

Faust, Oliver, Bernhard H. C. Sputh, & Alastair Robert Allen. (2006). A Study of Percolation Phenomena in Process Networks. 109–121. 4 indexed citations

19.

Sputh, Bernhard H. C., Oliver Faust, & Alastair Robert Allen. (2006). Portable CSP Based Design for Embedded Multi-Core Systems. 123–134. 3 indexed citations

20.

Faust, Oliver, U. Rajendra Acharya, Sreenath M. Krishnan, & Lim Choo Min. (2004). Analysis of cardiac signals using spatial filling index and time-frequency domain. BioMedical Engineering OnLine. 3(1). 30–30. 63 indexed citations

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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