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Isabelle Bloch

Isabelle Bloch

Télécom ParisTech
France

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Computer Science
France
2025

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 62 2876 2792 44 43 603 17141

Isabelle Bloch publications per year

The chart shows the history of publications by Isabelle Bloch between 1986 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Isabelle Bloch published across 41 years, from 1986 to 2026, averaging 18.1 papers a year. Output peaked at 41 publications in 2022. 11 of the 743 publications appeared in the last two years.

No. of publications
10 20 30 40
Bar chart. Horizontal axis: year, 1986 to 2026. Vertical axis: number of publications, 0 to 41. Peak 41 publications in 2022. 1986: 2 publications 1987: 1 publication 1988: 1 publication 1989: 0 publications 1990: 1 publication 1991: 0 publications 1992: 2 publications 1993: 4 publications 1994: 8 publications 1995: 16 publications 1996: 8 publications 1997: 8 publications 1998: 16 publications 1999: 11 publications 2000: 15 publications 2001: 19 publications 2002: 16 publications 2003: 27 publications 2004: 11 publications 2005: 24 publications 2006: 19 publications 2007: 33 publications 2008: 33 publications 2009: 34 publications 2010: 38 publications 2011: 19 publications 2012: 19 publications 2013: 31 publications 2014: 35 publications 2015: 39 publications 2016: 21 publications 2017: 24 publications 2018: 26 publications 2019: 31 publications 2020: 29 publications 2021: 19 publications 2022: 41 publications 2023: 28 publications 2024: 23 publications 2025: 10 publications 2026: 1 publication
1986 2026

743 publications in total across all disciplines

View publications per year as a table
Isabelle Bloch: publications per year, 1986 to 2026
Year Publications
1986 2
1987 1
1988 1
1989 0
1990 1
1991 0
1992 2
1993 4
1994 8
1995 16
1996 8
1997 8
1998 16
1999 11
2000 15
2001 19
2002 16
2003 27
2004 11
2005 24
2006 19
2007 33
2008 33
2009 34
2010 38
2011 19
2012 19
2013 31
2014 35
2015 39
2016 21
2017 24
2018 26
2019 31
2020 29
2021 19
2022 41
2023 28
2024 23
2025 10
2026 1
Total 743
Download as CSV

Isabelle Bloch 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 Isabelle Bloch 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, 602–611 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: 603 publications — 96th percentile

96% 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 32 603
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
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Isabelle Bloch 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 Isabelle Bloch 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, 62–63 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: 62 D-Index — 80th percentile

80% 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 62
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
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

  • 2025 - Research.com Computer Science in France Leader Award
  • 2023 - Research.com Computer Science in France Leader Award
  • 2022 - Research.com Computer Science in France Leader Award

Overview

Isabelle Bloch is affiliated with Télécom ParisTech in France. Their research spans a broad set of topics primarily within computer science and medicine, with a particular focus on artificial intelligence and medical imaging applications.

The main fields of study for this researcher include:

  • Computer Science
  • Medicine

The research further delves into specialized subfields such as:

  • Computer Vision and Pattern Recognition
  • Artificial Intelligence
  • Radiology, Nuclear Medicine and Imaging
  • Computational Theory and Mathematics
  • Signal Processing

Key topics covered in their work highlight a range of advanced subjects:

  • Advanced Neural Network Applications
  • Radiomics and Machine Learning in Medical Imaging
  • Explainable Artificial Intelligence (XAI)
  • Adversarial Robustness in Machine Learning
  • Medical Image Segmentation Techniques
  • AI in cancer detection
  • Rough Sets and Fuzzy Logic

Among the recent papers authored by Isabelle Bloch or worked on within their research group are the following:

  • "Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach" (2020), published in SSRN Electronic Journal
  • "Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier" (2021), published in Medical Image Analysis
  • "Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification" (2023), published in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "Manifold Learning via Linear Tangent Space Alignment (LTSA) for Accelerated Dynamic MRI With Sparse Sampling" (2022), published in IEEE Transactions on Medical Imaging
  • "Meta-learners for few-shot weakly-supervised medical image segmentation" (2024), published in Pattern Recognition

The research work appears frequently in notable publication venues, including:

  • arXiv (Cornell University)
  • HAL (Le Centre pour la Communication Scientifique Directe)
  • SSRN Electronic Journal
  • Zenodo (CERN European Organization for Nuclear Research)
  • Medical Image Analysis

Collaboration is a significant aspect of their professional activity, with frequent coauthors being:

  • Pietro Gori
  • Alexandre Bône
  • Marc-Michel Rohé
  • Giammarco La Barbera
  • Robin Kips

Best Publications

  • A review of 3D vessel lumen segmentation techniques: models, features and extraction schemes.

    David Lesage;Elsa D. Angelini;Isabelle Bloch;Gareth Funka-Lea

  • Information combination operators for data fusion: a comparative review with classification

    I. Bloch

  • Regularization of diffusion-based direction maps for the tracking of brain white matter fascicles.

    C. Poupon;C.A. Clark;V. Frouin;J. Régis

  • Fuzzy mathematical morphologies: A comparative study

    Isabelle Bloch;Henri Maitre

  • From 3D magnetic resonance images to structural representations of the cortex topography using topology preserving deformations

    Jean-François Mangin;Jean-François Mangin;Vincent Frouin;Isabelle Bloch;Jean Régis

  • Application of Dempster-Shafer evidence theory to unsupervised classification in multisource remote sensing

    S. Le Hegarat-Mascle;I. Bloch;D. Vidal-Madjar

  • 3D brain tumor segmentation in MRI using fuzzy classification, symmetry analysis and spatially constrained deformable models

    Hassan Khotanlou;Olivier Colliot;Jamal Atif;Isabelle Bloch

  • Some aspects of Dempster-Shafer evidence theory for classification of multi-modality medical images taking partial volume effect into account

    Isabelle Bloch

  • Fuzzy spatial relationships for image processing and interpretation: a review

    Isabelle Bloch

  • Fuzzy spatial relation ontology for image interpretation

    Céline Hudelot;Jamal Atif;Isabelle Bloch

  • Fuzzy relative position between objects in image processing: a morphological approach

    I. Bloch

  • On fuzzy distances and their use in image processing under imprecision

    Isabelle Bloch

  • Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

    Olivier Commowick;Audrey Istace;Michaël Kain;Baptiste Laurent

  • Analysis of RF exposure in the head tissues of children and adults

    J Wiart;A Hadjem;M F Wong;I Bloch

  • Multiple Hypothesis Tracking for Cluttered Biological Image Sequences

    N. Chenouard;I. Bloch;J. Olivo-Marin

  • Distortion correction and robust tensor estimation for MR diffusion imaging

    J.-F. Mangin;C. Poupon;C. Clark;D. Le Bihan

  • Fusion: General concepts and characteristics

    Isabelle Bloch;Anthony A. Hunter;Alain A. Appriou;Andr A. Ayoun

  • Integration of fuzzy spatial relations in deformable models-Application to brain MRI segmentation

    Olivier Colliot;Oscar Camara;Isabelle Bloch

  • A primal sketch of the cortex mean curvature: a morphogenesis based approach to study the variability of the folding patterns

    A. Cachia;J.-F. Mangin;D. Riviere;F. Kherif

  • Towards inference of human brain connectivity from MR diffusion tensor data

    C. Poupon;J. Mangin;C. A. Clark;V. Frouin

  • Fast Nonsupervised 3D Registration of PET and MR Images of the Brain

    Jean-Françjois Mangin;Vincent Frouin;Isabelle Bloch;Bernard Bendriem

Frequent Co-Authors

Joe Wiart
Joe Wiart Institut Mines-Télécom
Roberto M. Cesar
Roberto M. Cesar Universidade de São Paulo
Vincent Frouin
Vincent Frouin University of Paris-Saclay
Jean-François Mangin
Jean-François Mangin University of Paris-Saclay
Jean Régis
Jean Régis Aix-Marseille University
Yuan Yang
Yuan Yang Columbia University
Nathalie Boddaert
Nathalie Boddaert Université Paris Cité
Jordi Inglada
Jordi Inglada Centre d'Etudes Spatiales de la BIOsphère
Jean-Baptiste Poline
Jean-Baptiste Poline Montreal Neurological Institute and Hospital
José-Alain Sahel
José-Alain Sahel University of Pittsburgh

External Links

Personal website of Isabelle Bloch Google Scholar page

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Best Scientists Citing Isabelle Bloch

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Publications: 63

Susumu Mori

Susumu Mori

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Publications: 55

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Publications: 41

Paul M. Thompson

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Publications: 35

Arthur W. Toga

Arthur W. Toga

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Publications: 34

Peter C.M. van Zijl

Peter C.M. van Zijl

Kennedy Krieger Institute

Publications: 33

Arnaud Cachia

Arnaud Cachia

Université Paris Cité

Publications: 33

Christophe Grova

Christophe Grova

Concordia University

Publications: 29

Wiro J. Niessen

Wiro J. Niessen

University Medical Center Groningen

Publications: 27

Jean Régis

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Publications: 26

Jean-Marc Lina

Jean-Marc Lina

École de Technologie Supérieure

Publications: 25

Joe Wiart

Joe Wiart

Institut Mines-Télécom

Publications: 25

Dinggang Shen

Dinggang Shen

ShanghaiTech University

Publications: 25

Bruce Fischl

Bruce Fischl

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Publications: 24

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