World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
31
Citations
4167
World Ranking
13649
National Ranking
532

Best Publications

  • Boundary loss for highly unbalanced segmentation.

    Hoel Kervadec;Jihene Bouchtiba;Christian Desrosiers;Eric Granger

  • 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study.

    Jose Dolz;Christian Desrosiers;Ismail Ben Ayed

  • Constrained-CNN losses for weakly supervised segmentation.

    Hoel Kervadec;Jose Dolz;Meng Tang;Eric Granger

  • Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

    Li Wang;Dong Nie;Guannan Li;Elodie Puybareau

  • Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning.

    Arnab Kumar Mondal;Jose Dolz;Christian Desrosiers

  • Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities

    Jose Dolz;Ismail Ben Ayed;Christian Desrosiers

  • Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images

    Aaron Carass;Jennifer L. Cuzzocreo;Shuo Han;Carlos R. Hernandez-Castillo

  • Source-Free Domain Adaptation for Image Segmentation

    Unknown

  • Esophagus segmentation in CT via 3D fully convolutional neural network and random walk

    Tobias Fechter;Sonja Adebahr;Dimos Baltas;Ismail Ben Ayed

  • Quantitative identification of nonmuscle-invasive and muscle-invasive bladder carcinomas: a multiparametric MRI radiomics analysis

    Xiaopan Xu;Xi Zhang;Qiang Tian;Huanjun Wang

  • The Devil is in the Margin: Margin-based Label Smoothing for Network Calibration

    Unknown

  • Laplacian Regularized Few-Shot Learning

    Imtiaz Ziko;Jose Dolz;Eric Granger;Ismail Ben Ayed

  • Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty

    Soufiane Belharbi;Jérôme Rony;Jose Dolz;Ismail Ben Ayed

  • Semi-supervised few-shot learning for medical image segmentation.

    Abdur R. Fayjie;Reza Azad;Marco Pedersoli;Claude Kauffmann

  • A Foundation Language-Image Model of the Retina (FLAIR): Encoding expert knowledge in text supervision

    Unknown

  • Information Maximization for Few-Shot Learning

    Malik Boudiaf;Imtiaz Masud Ziko;Jérôme Rony;Jose Dolz

  • Segmentation algorithms of subcortical brain structures on MRI for radiotherapy and radiosurgery: A survey

    J. Dolz;L. Massoptier;M. Vermandel

  • Deep weakly-supervised learning methods for classification and localization in histology images: a survey.

    Jérôme Rony;Soufiane Belharbi;Jose Dolz;Ismail Ben Ayed

  • Discretely-constrained deep network for weakly supervised segmentation

    Jizong Peng;Hoel Kervadec;Jose Dolz;Ismail Ben Ayed

  • Stacking denoising auto-encoders in a deep network to segment the brainstem on MRI in brain cancer patients: A clinical study

    Jose Dolz;Nacim Betrouni;Mathilde Quidet;Dris Kharroubi

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