Sabine Van Huffel

34.2k total citations · 4 hit papers
811 papers, 23.6k citations indexed

About

Sabine Van Huffel is a scholar working on Cognitive Neuroscience, Radiology, Nuclear Medicine and Imaging and Biomedical Engineering. According to data from OpenAlex, Sabine Van Huffel has authored 811 papers receiving a total of 23.6k indexed citations (citations by other indexed papers that have themselves been cited), including 178 papers in Cognitive Neuroscience, 136 papers in Radiology, Nuclear Medicine and Imaging and 133 papers in Biomedical Engineering. Recurrent topics in Sabine Van Huffel's work include EEG and Brain-Computer Interfaces (154 papers), Non-Invasive Vital Sign Monitoring (102 papers) and Blind Source Separation Techniques (98 papers). Sabine Van Huffel is often cited by papers focused on EEG and Brain-Computer Interfaces (154 papers), Non-Invasive Vital Sign Monitoring (102 papers) and Blind Source Separation Techniques (98 papers). Sabine Van Huffel collaborates with scholars based in Belgium, United Kingdom and Netherlands. Sabine Van Huffel's co-authors include Joos Vandewalle, Ivan Markovsky, D. Timmerman, Leentje Vanhamme, Aad van den Boogaart, Ben Van Calster, T. Bourne, Maarten De Vos, George W. Fisher and Gunnar Naulaers and has published in prestigious journals such as Journal of Clinical Oncology, Journal of Neuroscience and SHILAP Revista de lepidopterología.

In The Last Decade

Sabine Van Huffel

789 papers receiving 22.7k citations

Hit Papers

align trajectories sort by overperformance

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.

Improved Method for Accurate and Efficient Quantification of MRS Data with Use of Prior Knowledge

1997 1.4k citations Sabine Van Huffel et al. Journal of Magnetic Resonance profile →
The Total Least Squares Problem: Computational Aspects and Analysis.

1992 865 citations Sabine Van Huffel, Joos Vandewalle et al. profile →
The total least squares problem computational aspects and analysis

1991 719 citations Sabine Van Huffel, Joos Vandewalle profile →
Overview of total least-squares methods

2007 684 citations Ivan Markovsky, Sabine Van Huffel profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Sabine Van Huffel Belgium	69	4.4k	3.6k	2.7k	2.6k	2.4k	811	23.6k
Joos Vandewalle Belgium	64	1.3k 0.3×	845 0.2×	2.3k 0.8×	75 0.0×	538 0.2×	560	31.0k
Bart De Moor Belgium	74	721 0.2×	646 0.2×	1.4k 0.5×	121 0.0×	151 0.1×	641	30.8k
Peter C. O’Brien United States	105	4.1k 0.9×	5.2k 1.4×	646 0.2×	2.0k 0.8×	752 0.3×	426	39.8k
Jie Tian China	97	4.2k 0.9×	19.0k 5.3×	13.3k 4.9×	287 0.1×	324 0.1×	1.3k	43.9k
Pablo Tamayo United States	52	425 0.1×	1.5k 0.4×	897 0.3×	616 0.2×	722 0.3×	149	74.2k
J A Hanley Canada	14	757 0.2×	2.6k 0.7×	1.0k 0.4×	760 0.3×	303 0.1×	15	24.2k
Sayan Mukherjee United States	45	414 0.1×	881 0.2×	595 0.2×	423 0.2×	412 0.2×	139	43.3k
Christos Davatzikos United States	95	10.9k 2.4×	12.7k 3.5×	2.2k 0.8×	1.7k 0.7×	107 0.0×	644	34.2k
Claudio Cobelli Italy	94	328 0.1×	851 0.2×	1.8k 0.7×	743 0.3×	339 0.1×	724	34.1k
Théo Gasser Switzerland	49	2.4k 0.5×	210 0.1×	209 0.1×	751 0.3×	114 0.0×	134	8.0k

Countries citing papers authored by Sabine Van Huffel

Since Specialization

Citations

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

Fields of papers citing papers by Sabine Van Huffel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sabine Van Huffel. 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 Sabine Van Huffel. The network helps show where Sabine Van Huffel may publish in the future.

Co-authorship network of co-authors of Sabine Van Huffel

This figure shows the co-authorship network connecting the top 25 collaborators of Sabine Van Huffel. A scholar is included among the top collaborators of Sabine Van Huffel 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 Sabine Van Huffel. Sabine Van Huffel 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

Lambrechts, Adriaan, Roel Wirix-Speetjens, Frederik Maes, & Sabine Van Huffel. (2022). Artificial Intelligence Based Patient-Specific Preoperative Planning Algorithm for Total Knee Arthroplasty. Frontiers in Robotics and AI. 9. 840282–840282. 42 indexed citations

Vandecaveye, Vincent, et al.. (2021). Gastric accumulation of enteral nutrition reduces pressure changes induced by phasic contractility in an isovolumetric intragastric balloon. Neurogastroenterology & Motility. 33(7). e14088–e14088. 1 indexed citations

Vandecasteele, Kaat, Thomas De Cooman, Christos Chatzichristos, et al.. (2021). The power of ECG in multimodal patient‐specific seizure monitoring: Added value to an EEG‐based detector using limited channels. Epilepsia. 62(10). 2333–2343. 43 indexed citations

Amoni, Matthew, et al.. (2019). R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks. PeerJ Computer Science. 5. e226–e226. 40 indexed citations

Vandecasteele, Kaat, Thomas De Cooman, Ying Gu, et al.. (2017). Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment. Sensors. 17(10). 2338–2338. 136 indexed citations

Matić, Vladimir, Perumpillichira J. Cherian, Ninah Koolen, et al.. (2014). Holistic approach for automated background EEG assessment in asphyxiated full-term infants. Journal of Neural Engineering. 11(6). 66007–66007. 19 indexed citations

Naji, O., Laure Wynants, Alison Smith, et al.. (2013). Predicting successful vaginal birth after Cesarean section using a model based on Cesarean scar features examined by transvaginal sonography. Ultrasound in Obstetrics and Gynecology. 41(6). 672–678. 39 indexed citations

Belle, Vanya Van, Kristiaan Pelckmans, Johan A. K. Suykens, & Sabine Van Huffel. (2011). Learning Transformation Models for Ranking and Survival Analysis. Journal of Machine Learning Research. 12(23). 819–862. 18 indexed citations

Calster, Ben Van, L. Valentin, Caroline Van Holsbeke, et al.. (2011). A Novel Approach to Predict the Likelihood of Specific Ovarian Tumor Pathology Based on Serum CA-125: A Multicenter Observational Study. Cancer Epidemiology Biomarkers & Prevention. 20(11). 2420–2428. 30 indexed citations

10.

Widjaja, Devy, et al.. (2011). An improved ECG-derived respiration method using kernel principal component analysis. Computing in Cardiology. 38. 45–48. 6 indexed citations

11.

Holsbeke, Caroline Van, Ben Van Calster, T. Bourne, et al.. (2011). External Validation of Diagnostic Models to Estimate the Risk of Malignancy in Adnexal Masses. Clinical Cancer Research. 18(3). 815–825. 57 indexed citations

12.

Gligorijević, Ivan, Maarten De Vos, Joleen H. Blok, et al.. (2011). Automated way to obtain motor units' signatures and estimate their firing patterns during voluntary contractions using HD-sEMG. PubMed. 80. 4090–4093. 4 indexed citations

13.

Wildiers, Hans, Ben Van Calster, Lonneke V. van de Poll‐Franse, et al.. (2009). Relationship Between Age and Axillary Lymph Node Involvement in Women With Breast Cancer. Journal of Clinical Oncology. 27(18). 2931–2937. 58 indexed citations

14.

Decock, Julie, Wouter Hendrickx, Ulla Vanleeuw, et al.. (2008). Plasma MMP1 and MMP8 expression in breast cancer: Protective role of MMP8 against lymph node metastasis. BMC Cancer. 8(1). 77–77. 65 indexed citations

15.

Calster, Ben Van, Jan Luts, Johan A. K. Suykens, et al.. (2007). Comparing methods for multi-class probabilities in medical decision making using LS-SVMs and kernel logistic regression. Lecture notes in computer science. 4669. 139–148. 1 indexed citations

16.

Belle, Vanya Van, Kristiaan Pelckmans, Johan A. K. Suykens, & Sabine Van Huffel. (2007). Support vector machines for survival analysis. Computational intelligence. 35 indexed citations

17.

Markovsky, Ivan, Jan C. Willems, Sabine Van Huffel, & Bart De Moor. (2006). Exact and Approximate Modeling of Linear Systems: A Behavioral Approach (Mathematical Modeling and Computation) (Mathematical Modeling and Computation). Society for Industrial and Applied Mathematics eBooks. 162(9). 2769–2774. 20 indexed citations

18.

Devos, Andy, Johan A. K. Suykens, L. Vanhamme, et al.. (2004). Classification of brain tumours using short echo time 1H MR spectra. Journal of Magnetic Resonance. 170(1). 164–175. 132 indexed citations

19.

Huffel, Sabine Van & Philippe Lemmerling. (2002). Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications. CERN Document Server (European Organization for Nuclear Research). 116 indexed citations

20.

Huffel, Sabine Van, et al.. (1984). The total linear least squares problem: formulation, algorithm and applications. International Symposium on Circuits and Systems. 328–331. 3 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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