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Conference

Privacy leakages on NLP models and mitigations through a use case on medical data

Subjects: machine learning; natural language processing; membership inferenceAnnecy; France

  • Source: COMPAS 2023 - Conférence francophone d'informatique en Parallélisme, Architecture et Système ; https://inria.hal.science/hal-04138528 ; COMPAS 2023 - Conférence francophone d'informatique en

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Conference

Une extension de la décomposition tensorielle au phénotypage temporel

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-DB]Computer Science [cs]/Databases [cs.DB]Lyon; France

  • Source: EGC 2023 - 23ème Conférence Francophone sur l'Extraction et Gestion des Connaissances ; https://inria.hal.science/hal-03902300 ; EGC 2023 - 23ème Conférence Francophone sur l'Extraction et Gestion

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Conference

Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?

Subjects: Ultrasound; cardiac segmentation; temporal segmentationLyon; France

  • Source: Functional Imaging and Modeling of the Heart ; https://hal.science/hal-04087268 ; Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France

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Academic Journal

Quantifying membrane binding and diffusion with fluorescence correlation spectroscopy diffusion laws

Subjects: [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]; [SDV.BBM.BP]Life Sciences [q-bio]/Biochemistry; Molecular Biology/Biophysics

  • Source: ISSN: 0006-3495.

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Academic Journal

Precision of CT-derived alveolar recruitment assessed by human observers and a machine learning algorithm in moderate and severe ARDS

Subjects: Acute respiratory distress syndrome; Alveolar recruitment; Bias

  • Source: ISSN: 2197-425X.

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Report

OpenSpyrit: an Ecosystem for Reproducible Single-Pixel Hyperspectral Imaging

Subjects: [PHYS.PHYS.PHYS-OPTICS]Physics [physics]/Physics [physics]/Optics [physics.optics]; [SPI.OPTI]Engineering Sciences [physics]/Optics / Photonic; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing

  • Source: https://hal.science/hal-03910077 ; 2022.

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Dissertation/ Thesis

Contributions to multi-atlas and deep learning approaches for muscle segmentation in multi-parametric quantitative MRI longitudinal studies ; Contributions aux approches multi-atlas et d'apprentissage profond pour la segmentation des muscles : application à l'étude longitudinale multi-paramétrique quantitative en IRM

Subjects: image segmentation; medical imaging; data analysis

  • Source: https://theses.hal.science/tel-03587089 ; Image Processing [eess.IV]. Université Jean Monnet (Saint-Etienne), 2021. English. ⟨NNT : ⟩.

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Academic Journal

Echocardiography Segmentation with Enforced Temporal Consistency

Subjects: Deep learning; CNN; variational autoencoder

  • Source: ISSN: 0278-0062 ; IEEE Transactions on Medical Imaging ; https://hal.science/hal-03672999 ; IEEE Transactions on Medical Imaging, 2022, 41 (10), pp.2867-2878. ⟨10.1109/TMI.2022.3173669⟩.

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Conference

Perfusion imaging in deep prostate cancer detection from mp-MRI: can we take advantage of it?

Subjects: prostate cancer; mp-MRI; dynamic MRIKolkata; India

  • Source: 19th IEEE International Symposium on Biomedical Imaging (ISBI)https://hal.science/hal-0370431319th IEEE International Symposium on Biomedical Imaging (ISBI), Mar 2022, Kolkata, India.

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Academic Journal

Post-infarct cardiac remodeling predictions with machine learning

Subjects: Left ventricular remodeling; Myocardial infarction; Machine learning

  • Source: ISSN: 0167-5273.

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  • 1-10 of  83 results for ""Machine learning""