World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
38
Citations
5383
World Ranking
10338
National Ranking
251

Overview

Nozha Boujemaa is affiliated with the French Institute for Research in Computer Science and Automation (INRIA) in France. Their research spans the fields of Medicine and Computer Science, with a specialized focus on Radiology, Nuclear Medicine and Imaging, Artificial Intelligence, Pulmonary and Respiratory Medicine, Oncology, and Pathology and Forensic Medicine.

The scientist's work covers a range of interdisciplinary topics including:

  • Radiomics and Machine Learning in Medical Imaging
  • Lung Cancer Diagnosis and Treatment
  • Cancer Immunotherapy and Biomarkers
  • Systemic Sclerosis and Related Diseases
  • Topic Modeling
  • Natural Language Processing Techniques
  • Multimodal Machine Learning Applications

Among recent publications, the following papers provide insight into their research contributions:

  • "Machine learning based biomarkers to predict CD8 infiltration in non-small cell lung cancers using CT imaging." (2021, Journal of Clinical Oncology)
  • "Automatic high-risk fibrosis score prediction using computed tomography imaging." (2020, Journal of Hepatology)
  • "Writing your own book: A method for going from closed to open book QA to improve robustness and performance of smaller LLMs." (2023, arXiv (Cornell University))

Frequent co-authors include Benoît Huet, Yan Liu, Danny Francis, Vladimir Groza, and Charles Voyton. The collaboration with Benoît Huet stands out with multiple joint publications.

The scientist has contributed to journals such as:

  • Journal of Clinical Oncology
  • Journal of Hepatology
  • arXiv (Cornell University)

Best Publications

  • Proceedings of the 21st ACM international conference on Multimedia

    Alejandro (Alex) Jaimes;Nicu Sebe;Nozha Boujemaa;Daniel Gatica-Perez

  • Video copy detection: a comparative study

    Julien Law-To;Li Chen;Alexis Joly;Ivan Laptev

  • Robust voting algorithm based on labels of behavior for video copy detection

    Julien Law-To;Olivier Buisson;Valerie Gouet-Brunet;Nozha Boujemaa

  • Active semi-supervised fuzzy clustering

    Nizar Grira;Michel Crucianu;Nozha Boujemaa

  • Interactive plant identification based on social image data

    Alexis Joly;Hervé Goëau;Pierre Bonnet;Vera Bakić

  • Interactive Remote-Sensing Image Retrieval Using Active Relevance Feedback

    M. Ferecatu;N. Boujemaa

  • The imageCLEF plant identification task 2013

    Hervé Goëau;Alexis Joly;Pierre Bonnet;Vera Bakic

  • Generalized histogram intersection kernel for image recognition

    S. Boughorbel;J.-P. Tarel;N. Boujemaa

  • A look inside the Pl@ntNet experience

    Alexis Joly;Pierre Bonnet;Hervé Goëau;Julien Barbe

  • Object-based queries using color points of interest

    V. Gouet;N. Boujemaa

  • LifeCLEF Plant Identification Task 2014

    Hervé Goëau;Alexis Joly;Pierre Bonnet;Souheil Selmi

  • The ImageCLEF 2013 Plant Identification Task

    Hervé Goëau;Pierre Bonnet;Alexis Joly;Vera Bakić

  • Surfimage: a flexible content-based image retrieval system

    Chahab Nastar;Matthias Mitschke;Christophe Meilhac;Nozha Boujemaa

  • Region Queries without Segmentation for Image Retrieval by Content

    Jamal Malki;Nozha Boujemaa;Chahab Nastar;Alexandre Winter

  • The ImageCLEF 2011 plant images classi cation task

    Hervé Goëau;Pierre Bonnet;Alexis Joly;Nozha Boujemaa

  • Region-based image retrieval: fast coarse segmentation and fine color description

    Julien Fauqueur;Nozha Boujemaa

  • Conditionally Positive Definite Kernels for SVM Based Image Recognition

    S. Boughorbel;J.-P. Tarel;N. Boujemaa

  • Pl@ntNet mobile app

    Hervé Goëau;Pierre Bonnet;Alexis Joly;Vera Bakić

  • Semi-Supervised Fuzzy Clustering with Pairwise-Constrained Competitive Agglomeration

    N. Grira;M. Crucianu;N. Boujemaa

  • Semantic interactive image retrieval combining visual and conceptual content description

    Marin Ferecatu;Nozha Boujemaa;Michel Crucianu

  • The ImageCLEF 2012 Plant Identification Task

    Hervé Goëau;Pierre Bonnet;Alexis Joly;Itheri Yahiaoui

Frequent Co-Authors

Alexis Joly
Alexis Joly French Institute for Research in Computer Science and Automation - INRIA
James Z. Wang
James Z. Wang Pennsylvania State University
Donald Geman
Donald Geman Johns Hopkins University
Alexander G. Hauptmann
Alexander G. Hauptmann Carnegie Mellon University
Nicu Sebe
Nicu Sebe University of Trento
Shin'ichi Satoh
Shin'ichi Satoh National Institute of Informatics
Alberto Del Bimbo
Alberto Del Bimbo University of Florence
Apostol Natsev
Apostol Natsev Google (United States)
Adel M. Alimi
Adel M. Alimi University of Sfax
Jia Li
Jia Li Pennsylvania State University

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