M. Vandromme

Most-cited papers

1. A Biclustering Method for Heterogeneous and Temporal Medical Data

   M. Vandromme, J. Jacques, Julien Taillard, L. Jourdan +1 more

   2020IEEE Transactions on Knowledge and Data Engineering20 citations

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2. Automated phenotyping of patients with non-alcoholic fatty liver disease reveals clinically relevant disease subtypes

   M. Vandromme, T. Jun, P. Perumalswami, J. Dudley +2 more

   2019Pacific Symposium on Biocomputing15 citations Open access

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3. Extraction and optimization of classification rules for temporal sequences: Application to hospital data

   M. Vandromme, J. Jacques, Julien Taillard, A. Hansske +2 more

   2017Knowledge-Based Systems10 citations

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4. A Digital Case‐Finding Algorithm for Diagnosed but Untreated Hepatitis C: A Tool for Increasing Linkage to Treatment and Cure

   B. Wyatt, P. Perumalswami, Anna Mageras, Mark Miller +11 more

   2021Hepatology9 citations Open access

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5. Heparin treatment is associated with a delayed diagnosis of Alzheimer’s dementia in electronic health records from two large United States health systems

   B. Readhead, E. Klang, U. Gisladottir, M. Vandromme +7 more

   2024Molecular Psychiatry7 citations Open access

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6. A Scalable Biclustering Method for Heterogeneous Medical Data

   M. Vandromme, J. Jacques, Julien Taillard, L. Jourdan +1 more

   2016Modernism and...7 citations

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7. Sequences of Sparse Matrix-Vector Multiplication on Fugaku’s A64FX processors

   Jérôme Gurhem, M. Vandromme, Miwako Tsuji, S. Petiton +1 more

   2021IEEE International Conference on Cluster Computing5 citations Open access

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8. Post-Variational Quantum Neural Networks on a Hybrid HPC-QC System

   M. Vandromme, Miwako Tsuji

   2025SC25-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis4 citations Open access

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9. ClinMine: Optimizing the Management of Patients in Hospital

   C. Dhaenens, J. Jacques, V. Vandewalle, M. Vandromme +14 more

   20183 citations Open access

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10. Scaling the PageRank Algorithm for Very Large Graphs on the Fugaku Supercomputer

    M. Vandromme, Jérôme Gurhem, Miwako Tsuji, S. Petiton +1 more

    2022International Conference on Conceptual Structures1 citations

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11. Handling numerical data to evolve classification rules using a Multi-Objective Local Search

    M. Vandromme, J. Jacques, Julien Taillard, C. Dhaenens +1 more

    20151 citations

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12. Sequences of Distributed Matrix-Vector Product for Very Large and Very Sparse Irregular Matrices

    M. Vandromme, Nicolas Hochart, Serge G. Petiton, Jérôme Gurhem +2 more

    2024SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis0 citations

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13. Graph structure and homophily for label propagation in Graph Neural Networks

    M. Vandromme, Serge G. Petiton

    2023International Symposium on Embedded Multicore/Many-core Systems-on-Chip0 citations

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14. Efficient Parallel PageRank Algorithm for Network Analysis

    M. Vandromme, S. Petiton

    2022IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum0 citations

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15. Su1656 DIFFERENCES IN PSC SEVERITY, COMORBIDITIES, AND LIVER TRANSPLANTATION BETWEEN RACIAL AND ETHNIC GROUPS IN A DIVERSE POPULATION

    Nicholas J. Venturini, M. Vandromme, S. Kilaru, Brian T. Lee +5 more

    20200 citations

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16. FRI-246-Elimination of HCV in a Large Urban Health System in the United States: A Big-data Approach

    P. Perumalswami, B. Wyatt, Alyson Harty, Anna Mageras +6 more

    2019Journal of Hepatology0 citations

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17. Biclustering similarity measures for heterogeneous data

    Pornpimol Chaiwuttisak, C. Dhaenens, L. Jourdan, M. Vandromme

    20180 citations

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18. 時系列のための分類ルールの抽出と最適化:病院データへの応用【Powered by NICT】

    M. Vandromme, J. Jacques, Julien Taillard, Arnaud Hansske +2 more

    20170 citations

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