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Conference

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

Authors : Ling, Hang Jung; Painchaud, Nathan; Courand, Pierre-Yves ...

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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Conference

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

Authors : Ling, Hang Jung; Painchaud, Nathan; Courand, Pierre-Yves ...

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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Conference

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

Authors : Duran, Audrey; Dussert, Gaspard; Lartizien, Carole ...

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

Echocardiography Segmentation with Enforced Temporal Consistency

Authors : Painchaud, Nathan; Duchateau, Nicolas; Bernard, Olivier ...

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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