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RENARD-PENNA , Raphaele

Last name: RENARD-PENNA

First name: Raphaele

March 14, 2022 (v1)

Journal article

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Automatic Zonal Segmentation of the Prostate from 2D and 3D T2-weighted MRI and Evaluation for Clinical Use

Hamzaoui, Dimitri Montagne, Sarah Renard-Penna, Raphaele

Purpose: An accurate zonal segmentation of the prostate is required for prostate cancer management with MRI.Approach:The aim of this work is to present UFNet, a deep learning-based method for automatic zonal segmentation of the prostate from T2-weighted (T2w) MRI. It takes into account the image anisotropy, includes both spatial andchannel-wise...

Uploaded on: December 3, 2022
September 18, 2022 (v1)

Conference paper

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MOrphologically-aware Jaccard-based ITerative Optimization (MOJITO) for Consensus Segmentation

Hamzaoui, Dimitri Montagne, Sarah Renard-Penna, Raphaele

International audience

Uploaded on: December 4, 2022
February 15, 2022 (v1)

Journal article

Metadata-only

Prostate volume prediction on MRI: tools, accuracy and variability

Hamzaoui, Dimitri Montagne, Sarah Granger, Benjamin

OBJECTIVE: A reliable estimation of prostate volume (PV) is essential to prostate cancer management. Theobjective of our multi-rater study was to compare intra and inter-rater variability of PV frommanual planimetry and ellipsoid formulas.METHODS: Forty treatment-naive patients who underwent prostate MRI were selected from a localdatabase. PV...

Uploaded on: December 3, 2022