Sarah LECLERC

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Publications

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Navigating the nuances: comparative analysis and hyperparameter optimisation of neural architectures on contrast-enhanced MRI for liver and liver tumour segmentation

Félix Quinton , Benoît Presles , Sarah Leclerc , Guillaume Nodari , Olivier Lopez et al.

Scientific Reports, 2024, 14 (1), ⟨10.1038/s41598-024-53528-9⟩

Article dans une revue hal-05124325v1
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A Tumour and Liver Automatic Segmentation (ATLAS) Dataset on Contrast-Enhanced Magnetic Resonance Imaging for Hepatocellular Carcinoma

Félix Quinton , Romain Popoff , Benoît Presles , Sarah Leclerc , Fabrice Meriaudeau et al.

Data, 2023, 8 (5), pp.79. ⟨10.3390/data8050079⟩

Article dans une revue hal-04347130v1
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Are carbon-storing soils more sensitive to climate change? A laboratory evaluation for agricultural temperate soils

Tchodjowiè P.I. Kpemoua , Sarah Leclerc , Pierre Barré , Sabine Houot , Valérie Pouteau et al.

Soil Biology and Biochemistry, 2023, 183, pp.109043. ⟨10.1016/j.soilbio.2023.109043⟩

Article dans une revue hal-04330096v1

Real-Time Automatic Ejection Fraction and Foreshortening Detection Using Deep Learning

Erik Smistad , Andreas Ostvik , Ivar Mjaland Salte , Daniela Melichova , Thuy Mi Nguyen et al.

IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2020, 67 (12), pp.2595-2604. ⟨10.1109/TUFFC.2020.2981037⟩

Article dans une revue hal-03149349v1
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LU-Net: A Multistage Attention Network to Improve the Robustness of Segmentation of Left Ventricular Structures in 2-D Echocardiography

Sarah Leclerc , Erik Smistad , Andreas Ostvik , Frédéric Cervenansky , Florian Espinosa et al.

IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2020, 67 (12), pp.2519-2530. ⟨10.1109/TUFFC.2020.3003403⟩

Article dans une revue hal-03149347v1
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Deep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography

Sarah Leclerc , Erik Smistad , Joao Pedrosa , Andreas Ostvik , Fréderic Cervenansky et al.

IEEE Transactions on Medical Imaging, 2019, 38 (9), pp.2198-2210. ⟨10.1109/TMI.2019.2900516⟩

Article dans une revue hal-02054458v1

Les sols stockant du carbone sont-ils plus sensibles au changement climatique ?

Tchodjowiè Panaewazou Israël Kpemoua , Sarah Leclerc , Pierre Barré , Sabine Houot , Valerie Pouteau et al.

16èmes Journées d'Etude des Sols "Les sols et les systèmes alimentaires", AFES, ASsociation Française d'Etude des Sols; Conservatoire d'Espaces Naturels Normandie Seine; Université de Rouen, Jun 2023, Dijon, France

Communication dans un congrès hal-04500987v1

Assessment of soil organic carbon (SOC) sensitivity to increasing temperatures, soil moisture, and dry-wet cycles in temperate agricultural soils

Tchodjowiè P. I. Kpemoua , Sarah Leclerc , Sabine Houot , Pierre Barré , Valérie Pouteau et al.

SOM2022. Soil organic matter international conference, University of Seoul, Jun 2022, Seoul, South Korea

Communication dans un congrès hal-04536360v1
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Deep Learning Segmentation in 2D echocardiography using the CAMUS dataset : Automatic Assessment of the Anatomical Shape Validity

Sarah Leclerc , Erik Smistad , Andreas Ostvik , Frederic Cervenansky , Florian Espinosa et al.

International conference on Medical Imaging with Deep Learning (MIDL 2019), Jul 2019, London, United Kingdom

Communication dans un congrès hal-02395245v1

Segmentation of apical long axis, four- and two-chamber views using deep neural networks

Erik Smistad , Ivar Mjaland Salte , Andreas Ostvik , Sarah Leclerc , Olivier Bernard et al.

2019 IEEE International Ultrasonics Symposium (IUS), Oct 2019, Glasgow, United Kingdom. pp.8-11, ⟨10.1109/ULTSYM.2019.8926017⟩

Communication dans un congrès hal-04215861v1

Deep Learning Applied to Multi-Structure Segmentation in 2D Echocardiography: A Preliminary Investigation of the Required Database Size

Sarah Leclerc , Erik Smistad , Thomas Grenier , Carole Lartizien , Andreas Ostvik et al.

2018 IEEE International Ultrasonics Symposium (IUS), Oct 2018, Kobe, France. pp.1-4, ⟨10.1109/ULTSYM.2018.8580136⟩

Communication dans un congrès hal-02093095v1
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RU-Net: A refining segmentation network for 2D echocardiography

Sarah Leclerc , Erik Smistad , Thomas Grenier , Carole Lartizien , Andreas Ostvik et al.

2019 IEEE International Ultrasonics Symposium (IUS), Oct 2019, Glasgow, France. pp.1160-1163, ⟨10.1109/ULTSYM.2019.8926158⟩

Communication dans un congrès hal-02570017v1

Fully Automatic Real-Time Ejection Fraction and MAPSE Measurements in 2D Echocardiography Using Deep Neural Networks

Erik Smistad , Andreas Ostvik , Ivar Mjal Salte , Sarah Leclerc , Olivier Bernard et al.

2018 IEEE International Ultrasonics Symposium (IUS), Oct 2018, Kobe, Japan. pp.1-4

Communication dans un congrès hal-02048093v1

Left ventricle segmentation in 3D ultrasound by combining structured random forests with active shape models

Feriel Khellaf , Sarah Leclerc , Jason Voorneveld , Raja Bandaru , Johan Bosch et al.

SPIE Medical Imaging, Feb 2018, Houston, United States. pp.18

Communication dans un congrès hal-02048104v1
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A fully Automatic and Multi-Structural Segmentation of the Left Ventricle and the Myocardium on Highly Heterogeneous 2D Echocardiographic Data

Sarah Leclerc , Thomas Grenier , Florian Espinoza , Olivier Bernard

2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, DC, United States. ⟨10.1109/ULTSYM.2017.8092632⟩

Communication dans un congrès hal-01609235v1