RESEARCHER PROFILE

Isabelle Bloch A

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I

Institut Polytechnique de Paris

Medical Image Segmentation TechniquesDigital Image Processing TechniquesAdvanced Neural Network ApplicationsAdvanced Algebra and LogicMedical Imaging and Analysis

Isabelle Bloch A works in Medical Image Segmentation Techniques, Digital Image Processing Techniques, Advanced Neural Network Applications, Advanced Algebra and Logic, Medical Imaging and Analysis. Recorded institutional associations include Télécom Paris, Centre National de la Recherche Scientifique, Université Paris Cité.

973Publications
14,306Citations
54H-index

ORCID

Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.

Selected research works

Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.

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

    2009 · 920 citations

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

    1996 · 639 citations

  3. Regularization of Diffusion-Based Direction Maps for the Tracking of Brain White Matter Fascicles

    2000 · 429 citations

  4. Fuzzy mathematical morphologies: A comparative study

    1995 · 380 citations

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

    1995 · 354 citations

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

    1997 · 325 citations

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

    2018 · 277 citations

  8. 3D brain tumor segmentation in MRI using fuzzy classification, symmetry analysis and spatially constrained deformable models

    2008 · 261 citations

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

    1996 · 241 citations

  10. On fuzzy distances and their use in image processing under imprecision

    1999 · 236 citations

  11. Multiple Hypothesis Tracking for Cluttered Biological Image Sequences

    2013 · 232 citations

  12. Fuzzy spatial relationships for image processing and interpretation: a review

    2004 · 231 citations

  13. Fuzzy spatial relation ontology for image interpretation

    2008 · 223 citations

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

    1999 · 203 citations

  15. Distortion correction and robust tensor estimation for MR diffusion imaging

    2002 · 194 citations

  16. Analysis of RF exposure in the head tissues of children and adults

    2008 · 189 citations

  17. Fusion: General concepts and characteristics

    2001 · 162 citations

  18. Image Processing On Line

    2026 · 156 citations

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

    2003 · 153 citations

  20. Integration of fuzzy spatial relations in deformable models—Application to brain MRI segmentation

    2006 · 137 citations

  21. Automatic knee meniscus tear detection and orientation classification with Mask-RCNN

    2019 · 134 citations

  22. Knowledge Distillation from Multi-modal to Mono-modal Segmentation Networks

    2020 · 132 citations

  23. Towards inference of human brain connectivity from MR diffusion tensor data

    2001 · 113 citations

  24. Inexact graph matching by means of estimation of distribution algorithms

    2002 · 112 citations

  25. A generic framework for the parcellation of the cortical surface into gyri using geodesic Voronoı diagrams

    2003 · 109 citations

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