Prostate volume prediction on MRI: tools, accuracy and variability
- Others:
- E-Patient : Images, données & mOdèles pour la médeciNe numériquE (EPIONE) ; Inria Sophia Antipolis - Méditerranée (CRISAM) ; Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
- Université Côte d'Azur (UCA)
- Service de Radiologie [CHU Tenon] ; Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-CHU Tenon [AP-HP] ; Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU)
- Groupe de Recherche Clinique Onco-Urologie Prédictive [CHU Tenon] (GRC 5) ; CHU Tenon [AP-HP] ; Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)
- CHU Pitié-Salpêtrière [AP-HP] ; Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)
- Institut Pierre Louis d'Epidémiologie et de Santé Publique (iPLESP) ; Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)
- Service de Département de santé publique [CHU Pitié-Salpêtrière] ; CHU Pitié-Salpêtrière [AP-HP] ; Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)
- PAIMRI
- ANR-17-EURE-0004,UCA DS4H,UCA Systèmes Numériques pour l'Homme(2017)
- ANR-19-P3IA-0002,3IA@cote d'azur,3IA Côte d'Azur(2019)
Description
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 and corresponding PSA density (PSAd) were estimated on 3D T2-weighted MRI(3T) by 7 independent radiologists using the traditional ellipsoid formula (TEF),the newerbiproximate ellipsoid formula (BPEF), and the manual planimetry method (MPM) used asground truth. Intra and inter-rater variability was calculated using the mixed model basedintraclass correlation coefficient (ICC).RESULTS: Mean volumes were 67.00 (±36.61), 66.07(±35.03), and 64.77(±38.27)cm 3 with the TEF,BPEF, and MPM methods respectively. Both TEF and BPEF overestimated PV relative toMPM, with the former presenting significant differences (+1.91cm3, IQ=[-0.33cm3, 5.07cm3],p-val=0.03). Both intra (ICC>0.90) and inter-rater (ICC>0.90) reproducibility were excellent. MPM had thehighest inter-rater reproducibility (ICC=0.999). Inter-rater PV variation led to discrepancies inclassification according to the clinical criterion of PSAd>0.15ng/mL for 2 patients (5%), 7patients (17.5%), and 9 patients (22.5%) when using MPM, TEF, and BPEF respectively.CONCLUSION: PV measurements using ellipsoid formulas and MPM are highly reproducible. MPM is a robustmethod for PV assessment and PSAd calculation, with the lowest variability. TEF showed ahigh degree of concordance with MPM but a slight overestimation of PV. Precise anatomiclandmarks as defined with the BPEF led to a more accurate PV estimation, but also to a highervariability.
Abstract
The original publication is available at www.springerlink.com: https://link.springer.com/article/10.1007/s00330-022-08554-4
Abstract
International audience
Additional details
- URL
- https://hal.archives-ouvertes.fr/hal-03409262
- URN
- urn:oai:HAL:hal-03409262v1
- Origin repository
- UNICA