World's Best Scientists 2026 revealed!
Isabelle Bloch

Isabelle Bloch

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Computer Science
France
2025

D-Index & Metrics

Computer Science

D-Index
62
Citations
17141
World Ranking
2876
National Ranking
44

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.

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 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.

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.

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 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.

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

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