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Sabine Van Huffel

Sabine Van Huffel

KU Leuven
Belgium

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Computer Science
Belgium
2026

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 90 606 589 6 6 938 34811

Sabine Van Huffel publications per year

The chart shows the history of publications by Sabine Van Huffel between 1984 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Sabine Van Huffel published across 42 years, from 1984 to 2025, averaging 31.2 papers a year. Output peaked at 90 publications in 2009. 8 of the 1,312 publications appeared in the last two years.

No. of publications
20 40 60 80
Bar chart. Horizontal axis: year, 1984 to 2025. Vertical axis: number of publications, 0 to 90. Peak 90 publications in 2009. 1984: 1 publication 1985: 1 publication 1986: 0 publications 1987: 6 publications 1988: 4 publications 1989: 6 publications 1990: 7 publications 1991: 11 publications 1992: 6 publications 1993: 7 publications 1994: 9 publications 1995: 12 publications 1996: 14 publications 1997: 15 publications 1998: 10 publications 1999: 15 publications 2000: 24 publications 2001: 26 publications 2002: 35 publications 2003: 45 publications 2004: 39 publications 2005: 52 publications 2006: 66 publications 2007: 79 publications 2008: 68 publications 2009: 90 publications 2010: 82 publications 2011: 76 publications 2012: 58 publications 2013: 61 publications 2014: 46 publications 2015: 54 publications 2016: 50 publications 2017: 51 publications 2018: 34 publications 2019: 43 publications 2020: 31 publications 2021: 26 publications 2022: 17 publications 2023: 27 publications 2024: 4 publications 2025: 4 publications
1984 2025

1,312 publications in total across all disciplines

View publications per year as a table
Sabine Van Huffel: publications per year, 1984 to 2025
Year Publications
1984 1
1985 1
1986 0
1987 6
1988 4
1989 6
1990 7
1991 11
1992 6
1993 7
1994 9
1995 12
1996 14
1997 15
1998 10
1999 15
2000 24
2001 26
2002 35
2003 45
2004 39
2005 52
2006 66
2007 79
2008 68
2009 90
2010 82
2011 76
2012 58
2013 61
2014 46
2015 54
2016 50
2017 51
2018 34
2019 43
2020 31
2021 26
2022 17
2023 27
2024 4
2025 4
Total 1,312
Download as CSV

Sabine Van Huffel publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Sabine Van Huffel sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 932–941 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 938 publications — 99th percentile

99% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2 938
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Sabine Van Huffel D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Sabine Van Huffel sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 90–91 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 90 D-Index — 96th percentile

96% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69 90
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Research.com Recognitions

  • 2026 - Research.com Computer Science in Belgium Leader Award
  • 2025 - Research.com Computer Science in Belgium Leader Award
  • 2022 - Research.com Computer Science in Belgium Leader Award
  • 2016 - SIAM Fellow For bridging the gap between advanced numerical linear algebra techniques and biomedical signal processing.
  • 2009 - IEEE Fellow For contributions to total least squares fitting and computational biosignal processing

Overview

Sabine Van Huffel is affiliated with KU Leuven in Belgium and has developed a significant body of research primarily in the fields of Medicine and Neuroscience. Their work spans multiple specialized subfields, including Cardiology and Cardiovascular Medicine, Cognitive Neuroscience, Pediatrics, Perinatology and Child Health, Computer Vision and Pattern Recognition, and Biomedical Engineering.

The research topics covered by Van Huffel include EEG and Brain-Computer Interfaces, Neonatal and fetal brain pathology, Non-Invasive Vital Sign Monitoring, Heart Rate Variability and Autonomic Control, ECG Monitoring and Analysis, Cardiac electrophysiology and arrhythmias, and Obstructive Sleep Apnea Research.

Among their recent papers are:

  • Visual seizure annotation and automated seizure detection using behind-the-ear electroencephalographic channels, 2020, Epilepsia
  • Artificial Intelligence Based Patient-Specific Preoperative Planning Algorithm for Total Knee Arthroplasty, 2022, Frontiers in Robotics and AI
  • The power of ECG in multimodal patient-specific seizure monitoring: Added value to an EEG-based detector using limited channels, 2021, Epilepsia
  • Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation, 2020, Sensors
  • icobrain ms 5.1: Combining unsupervised and supervised approaches for improving the detection of multiple sclerosis lesions, 2021, NeuroImage Clinical

Van Huffel has frequently published in venues such as Computing in cardiology, Sensors, Physiological Measurement, arXiv (Cornell University), and Frontiers in Physiology.

The scientist has collaborated regularly with other researchers, including Carolina Varon, Gunnar Naulaers, Jonathan Moeyersons, Bertien Buyse, and Dries Testelmans.

Van Huffel was recognized as an SIAM Fellow in 2016 for contributions to bridging numerical linear algebra techniques and biomedical signal processing. Earlier, in 2009, they were named an IEEE Fellow for their work in total least squares fitting and computational biosignal processing.

Best Publications

  • The Total Least Squares Problem: Computational Aspects and Analysis

    Sabine Van Huffel;Joos Vandewalle

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

    Leentje Vanhamme;Aad van den Boogaart;Sabine Van Huffel

  • Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

    Spyridon Bakas;Mauricio Reyes;Andras Jakab;Stefan Bauer

  • Overview of total least-squares methods

    Ivan Markovsky;Sabine Van Huffel

  • Review on solving the forward problem in EEG source analysis

    Hans Hallez;Bart Vanrumste;Bart Vanrumste;Roberta Grech;Joseph Muscat

  • Canonical Correlation Analysis Applied to Remove Muscle Artifacts From the Electroencephalogram

    Wim De Clercq;A. Vergult;B. Vanrumste;W. Van Paesschen

  • Logistic Regression Model to Distinguish Between the Benign and Malignant Adnexal Mass Before Surgery: A Multicenter Study by the International Ovarian Tumor Analysis Group

    Dirk Timmerman;Antonia Carla Testa;Tom Bourne;Enrico Ferrazzi

  • Simple ultrasound rules to distinguish between benign and malignant adnexal masses before surgery: prospective validation by IOTA group

    Dirk Timmerman;Lieveke Ameye;Daniela Fischerova;Elisabeth Epstein

  • Source Separation From Single-Channel Recordings by Combining Empirical-Mode Decomposition and Independent Component Analysis

    Bogdan Mijović;M De Vos;I Gligorijević;J Taelman

  • The total least squares problem

    Sabine Van Huffel;H Zha

  • Triple-negative breast cancer: Present challenges and new perspectives

    Franca Podo;Lutgarde M.C. Buydens;Hadassa Degani;Riet Hilhorst

  • Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications

    Sabine Huffel;Philippe Lemmerling

  • A tutorial on support vector machine-based methods for classification problems in chemometrics.

    Jan Luts;Fabian Ojeda;Raf Van de Plas;Bart De Moor

  • SLICOT—A Subroutine Library in Systems and Control Theory

    Peter Benner;Peter Benner;Volker Mehrmann;Vasile Sima;Sabine Van Huffel

  • A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG

    Carolina Varon;Alexander Caicedo;Dries Testelmans;Bertien Buyse

  • MR spectroscopy quantitation: a review of time‐domain methods

    Leentie Vanhamme;Tomas Sundin;Paul Van Hecke;Sabine Van Huffel

  • Automatic Removal of Ocular Artifacts in the EEG without an EOG Reference Channel

    German Gomez-Herrero;Wim Clercq;Haroon Anwar;Olga Kara

  • Analysis and properties of the generalized total least squares problem AX≈B when some or all columns in A are subject to error

    Sabine van Huffel;Joos Vandewalle

  • Automatic segmentation and volumetry of multiple sclerosis brain lesions from MR images

    Saurabh Jain;Diana M. Sima;Annemie Ribbens;Melissa Cambron

  • Brain tumor classification based on long echo proton MRS signals

    L. Lukas;A. Devos;J. A. K. Suykens;L. Vanhamme

  • Classification of brain tumours using short echo time 1H MR spectra.

    A. Devos;L. Lukas;J.A.K. Suykens;L. Vanhamme

Frequent Co-Authors

Maarten De Vos
Maarten De Vos KU Leuven
Dirk Timmerman
Dirk Timmerman KU Leuven
Bart Vanrumste
Bart Vanrumste KU Leuven
Lieven De Lathauwer
Lieven De Lathauwer KU Leuven
Johan A. K. Suykens
Johan A. K. Suykens KU Leuven
Wim Van Paesschen
Wim Van Paesschen KU Leuven
Lieven Lagae
Lieven Lagae KU Leuven
Tom Bourne
Tom Bourne Imperial College London
Joos Vandewalle
Joos Vandewalle KU Leuven
Berten Ceulemans
Berten Ceulemans University of Antwerp

External Links

Wikipedia of Sabine Van Huffel Personal website of Sabine Van Huffel

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Best Scientists Citing Sabine Van Huffel

Tom Bourne

Tom Bourne

Imperial College London

Publications: 157

Dirk Timmerman

Dirk Timmerman

KU Leuven

Publications: 101

Lil Valentin

Lil Valentin

Lund University

Publications: 61

Peter Benner

Peter Benner

Max Planck Institute for Dynamics of Complex Technical Systems

Publications: 53

B. Van Calster

B. Van Calster

KU Leuven

Publications: 46

Rolf Gruetter

Rolf Gruetter

École Polytechnique Fédérale de Lausanne

Publications: 41

Arend Heerschap

Arend Heerschap

Radboud University

Publications: 35

Frank van Bel

Frank van Bel

Utrecht University

Publications: 32

Patrick J. Cozzone

Patrick J. Cozzone

Aix-Marseille University

Publications: 27

U. Rajendra Acharya

U. Rajendra Acharya

University of Southern Queensland

Publications: 27

Luca Faes

Luca Faes

University of Palermo

Publications: 26

Siegfried Trattnig

Siegfried Trattnig

Medical University of Vienna

Publications: 26

Claude B. Sirlin

Claude B. Sirlin

University of California, San Diego

Publications: 26

Sampsa Vanhatalo

Sampsa Vanhatalo

University of Helsinki

Publications: 25

Bart De Moor

Bart De Moor

KU Leuven

Publications: 25

Graham J. Kemp

Graham J. Kemp

University of Liverpool

Publications: 25

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