Jérôme Lapuyade-Lahorgue

30 papers B 1Journal 21Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation.
ISBI
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2025 J jnl
AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation.
CoRR
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2025 J jnl
Multi-Task Diffusion Approach For Prediction of Glioma Tumor Progression.
CoRR
Aghiles Kebaili, Romain Modzelewski, Jérôme Lapuyade-Lahorgue, Maxime Fontanilles, Sébastien Thureau, Su Ruan
2025 J jnl
Multi-modal MRI synthesis with conditional latent diffusion models for data augmentation in tumor segmentation.
Comput. Medical Imaging Graph.
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2024 — conf
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes.
ISBI
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2024 J jnl
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes.
CoRR
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2024 J jnl
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes.
CoRR
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2024 J jnl
Discriminative Hamiltonian variational autoencoder for accurate tumor segmentation in data-scarce regimes.
Neurocomputing
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2024 — conf
Neonatal Hypoxic Ischemic Encephalopathy Severity Grading Using Multimodal Swin Transformer.
ISBI
Thibaud Brochet, Kangfu Han, Jiale Cheng, Fenqiang Zhao, Jérôme Lapuyade-Lahorgue, Su Ruan, Yi-Fang Tu, Sheng-Che Hung, Gang Li
2023 J jnl
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review.
CoRR
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Su Ruan
2023 J jnl
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review.
J. Imaging
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Su Ruan
2023 — conf
End-to-End Autoencoding Architecture for the Simultaneous Generation of Medical Images and Corresponding Segmentation Masks.
MICAD
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2023 J jnl
End-to-end autoencoding architecture for the simultaneous generation of medical images and corresponding segmentation masks.
CoRR
Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2023 — conf
Prediction of Head-Neck Cancer Recurrence from Pet/CT Images with Havrda-Charvat Entropy.
IPTA
Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Hua Li, Pierre Vera, Pierre Decazes, Su Ruan
2022 J jnl
A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction.
CoRR
Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2022 J jnl
A Quantitative Comparison between Shannon and Tsallis-Havrda-Charvat Entropies Applied to Cancer Outcome Prediction.
Entropy
Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2022 J jnl
Correction: Brochet et al. A Quantitative Comparison between Shannon and Tsallis-Havrda-Charvat Entropies Applied to Cancer Outcome Prediction. Entropy 2022, 24, 436.
Entropy
Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Alexandre Huat, Sébastien Thureau, David Pasquier, Isabelle Gardin, Romain Modzelewski, David Gibon, Juliette Thariat, Vincent Grégoire, Pierre Vera, Su Ruan
2022 — conf
Deep Learning Based Radiomics to Predict Treatment Response Using Multi-datasets.
MICAD
Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Alexandre Huat, Sébastien Thureau, David Pasquier, Isabelle Gardin, Romain Modzelewski, David Gibon, Juliette Thariat, Vincent Grégoire, Pierre Vera, Su Ruan
2021 J jnl
Deep learning using Havrda-Charvat entropy for classification of pulmonary endomicroscopy.
CoRR
Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Sébastien Bougleux, Mathieu Salaün, Su Ruan
2020 — conf
Deep learning based automatic detection of uninformative images in pulmonary optical endomicroscopy.
IPTA
Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Sébastien Bougleux, Mathieu Salaün, Su Ruan
2019 — conf
Gaussian-based Spatial Hybrid Distances for Detection and Segmentation of Lymphoid Lesions in 3D PET Images.
CISP-BMEI
Haigen Hu, Pierre Decazes, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
2018 J jnl
Semi-automatic lymphoma detection and segmentation using fully conditional random fields.
Comput. Medical Imaging Graph.
Yuntao Yu, Pierre Decazes, Jérôme Lapuyade-Lahorgue, Isabelle Gardin, Pierre Vera, Su Ruan
2017 J jnl
Segmenting Multi-Source Images Using Hidden Markov Fields With Copula-Based Multivariate Statistical Distributions.
IEEE Trans. Image Process.
Jérôme Lapuyade-Lahorgue, Jing-Hao Xue, Su Ruan
2014 J jnl
Repairable Systems With Dependent Components: Stochastic Process Techniques and Models.
IEEE Trans. Reliab.
Ilkka Norros, Pirkko Kuusela, Jérôme Lapuyade-Lahorgue, Maurizio Naldi, Mika Sirvio
2012 J jnl
Unsupervised segmentation of hidden semi-Markov non-stationary chains.
Signal Process.
Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
2011 B conf
Nearest neighbors and correlation dimension for dimensionality estimation. Application to factor analysis of real biological time series data.
ESANN
Jérôme Lapuyade-Lahorgue, Ali Mohammad-Djafari
2011 J jnl
Unsupervised segmentation of randomly switching data hidden with non-Gaussian correlated noise.
Signal Process.
Pierre Lanchantin, Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
2010 J jnl
Modeling and Unsupervised Classification of Multivariate Hidden Markov Chains With Copulas.
IEEE Trans. Autom. Control.
Nicolas Brunel, Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
2010 J jnl
Unsupervised segmentation of new semi-Markov chains hidden with long dependence noise.
Signal Process.
Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
2008 J jnl
Unsupervised segmentation of triplet Markov chains hidden with long-memory noise.
Signal Process.
Pierre Lanchantin, Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski