Sarah LECLERC

Présentation

Publications

Article dans une revue (6)

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 Lopezet al. Scientific Reports, 2024, 14 (1), ⟨10.1038/s41598-024-53528-9⟩ Article dans une revue hal-05124325v1
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 Pouteauet al. Soil Biology and Biochemistry, 2023, 183, pp.109043. ⟨10.1016/j.soilbio.2023.109043⟩ Article dans une revue hal-04330096v1
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 Meriaudeauet al. Data, 2023, 8 (5), pp.79. ⟨10.3390/data8050079⟩ Article dans une revue hal-04347130v1
Real-Time Automatic Ejection Fraction and Foreshortening Detection Using Deep Learning Erik Smistad,Andreas Ostvik,Ivar Mjaland Salte,Daniela Melichova,Thuy Mi Nguyenet 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
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 Espinosaet 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
Deep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography Sarah Leclerc,Erik Smistad,Joao Pedrosa,Andreas Ostvik,Fréderic Cervenanskyet al. IEEE Transactions on Medical Imaging, 2019, 38 (9), pp.2198-2210. ⟨10.1109/TMI.2019.2900516⟩ Article dans une revue hal-02054458v1

Communication dans un congrès (9)

Les sols stockant du carbone sont-ils plus sensibles au changement climatique ? Tchodjowiè Panaewazou Israël Kpemoua,Sarah Leclerc,Pierre Barré,Sabine Houot,Valerie Pouteauet 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 Pouteauet al. SOM2022. Soil organic matter international conference, University of Seoul, Jun 2022, Seoul, South Korea Communication dans un congrès hal-04536360v1
Segmentation of apical long axis, four- and two-chamber views using deep neural networks Erik Smistad,Ivar Mjaland Salte,Andreas Ostvik,Sarah Leclerc,Olivier Bernardet 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 Segmentation in 2D echocardiography using the CAMUS dataset : Automatic Assessment of the Anatomical Shape Validity Sarah Leclerc,Erik Smistad,Andreas Ostvik,Frederic Cervenansky,Florian Espinosaet al. International conference on Medical Imaging with Deep Learning (MIDL 2019), Jul 2019, London, United Kingdom Communication dans un congrès hal-02395245v1
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 Ostviket 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
RU-Net: A refining segmentation network for 2D echocardiography Sarah Leclerc,Erik Smistad,Thomas Grenier,Carole Lartizien,Andreas Ostviket 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
Left ventricle segmentation in 3D ultrasound by combining structured random forests with active shape models Feriel Khellaf,Sarah Leclerc,Jason Voorneveld,Raja Bandaru,Johan Boschet al. SPIE Medical Imaging, Feb 2018, Houston, United States. pp.18 Communication dans un congrès hal-02048104v1
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 Bernardet al. 2018 IEEE International Ultrasonics Symposium (IUS), Oct 2018, Kobe, Japan. pp.1-4 Communication dans un congrès hal-02048093v1
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

Pré-publication, Document de travail (1)

Robustly segmenting quadriceps muscles of ultra-endurance athletes with weakly supervised U-Net Hoai-Thu Nguyen,P. Croisille,Magalie Viallon,Sarah Leclerc,Sylvain Grangeet al. 2020 Pré-publication, Document de travail hal-02998055v1