366 related articles for article (PubMed ID: 32975661)
1. How can we combat multicenter variability in MR radiomics? Validation of a correction procedure.
Orlhac F; Lecler A; Savatovski J; Goya-Outi J; Nioche C; Charbonneau F; Ayache N; Frouin F; Duron L; Buvat I
Eur Radiol; 2021 Apr; 31(4):2272-2280. PubMed ID: 32975661
[TBL] [Abstract][Full Text] [Related]
2. Impact of harmonization on the reproducibility of MRI radiomic features when using different scanners, acquisition parameters, and image pre-processing techniques: a phantom study.
Hajianfar G; Hosseini SA; Bagherieh S; Oveisi M; Shiri I; Zaidi H
Med Biol Eng Comput; 2024 Mar; ():. PubMed ID: 38536580
[TBL] [Abstract][Full Text] [Related]
3. AutoComBat: a generic method for harmonizing MRI-based radiomic features.
Carré A; Battistella E; Niyoteka S; Sun R; Deutsch E; Robert C
Sci Rep; 2022 Jul; 12(1):12762. PubMed ID: 35882891
[TBL] [Abstract][Full Text] [Related]
4. Physics-Informed Discretization for Reproducible and Robust Radiomic Feature Extraction Using Quantitative MRI.
Zhao W; Hu Z; Kazerooni AF; Körzdörfer G; Nittka M; Davatzikos C; Viswanath SE; Wang X; Badve C; Ma D
Invest Radiol; 2024 May; 59(5):359-371. PubMed ID: 37812483
[TBL] [Abstract][Full Text] [Related]
5. The impact of the combat method on radiomics feature compensation and analysis of scanners from different manufacturers.
Zhang X; Iqbal Bin Saripan M; Wu Y; Wang Z; Wen D; Cao Z; Wang B; Xu S; Liu Y; Marhaban MH; Dong X
BMC Med Imaging; 2024 Jun; 24(1):137. PubMed ID: 38844854
[TBL] [Abstract][Full Text] [Related]
6. ComBat harmonization for radiomic features in independent phantom and lung cancer patient computed tomography datasets.
Mahon RN; Ghita M; Hugo GD; Weiss E
Phys Med Biol; 2020 Jan; 65(1):015010. PubMed ID: 31835261
[TBL] [Abstract][Full Text] [Related]
7. ComBat Harmonization for MRI Radiomics: Impact on Nonbinary Tissue Classification by Machine Learning.
Leithner D; Nevin RB; Gibbs P; Weber M; Otazo R; Vargas HA; Mayerhoefer ME
Invest Radiol; 2023 Sep; 58(9):697-701. PubMed ID: 36897814
[TBL] [Abstract][Full Text] [Related]
8. A Postreconstruction Harmonization Method for Multicenter Radiomic Studies in PET.
Orlhac F; Boughdad S; Philippe C; Stalla-Bourdillon H; Nioche C; Champion L; Soussan M; Frouin F; Frouin V; Buvat I
J Nucl Med; 2018 Aug; 59(8):1321-1328. PubMed ID: 29301932
[TBL] [Abstract][Full Text] [Related]
9. A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets.
Da-Ano R; Lucia F; Masson I; Abgral R; Alfieri J; Rousseau C; Mervoyer A; Reinhold C; Pradier O; Schick U; Visvikis D; Hatt M
PLoS One; 2021; 16(7):e0253653. PubMed ID: 34197503
[TBL] [Abstract][Full Text] [Related]
10. A radiomics pipeline dedicated to Breast MRI: validation on a multi-scanner phantom study.
Saint Martin MJ; Orlhac F; Akl P; Khalid F; Nioche C; Buvat I; Malhaire C; Frouin F
MAGMA; 2021 Jun; 34(3):355-366. PubMed ID: 33180226
[TBL] [Abstract][Full Text] [Related]
11. Statistical harmonization can improve the development of a multicenter CT-based radiomic model predictive of nonresponse to induction chemotherapy in laryngeal cancers.
Masson I; Da-Ano R; Lucia F; Doré M; Castelli J; Goislard de Monsabert C; Ramée JF; Sellami S; Visvikis D; Hatt M; Schick U
Med Phys; 2021 Jul; 48(7):4099-4109. PubMed ID: 34008178
[TBL] [Abstract][Full Text] [Related]
12. Technical Note: Virtual phantom analyses for preprocessing evaluation and detection of a robust feature set for MRI-radiomics of the brain.
Bologna M; Corino V; Mainardi L
Med Phys; 2019 Nov; 46(11):5116-5123. PubMed ID: 31539450
[TBL] [Abstract][Full Text] [Related]
13. Performance comparison of modified ComBat for harmonization of radiomic features for multicenter studies.
Da-Ano R; Masson I; Lucia F; Doré M; Robin P; Alfieri J; Rousseau C; Mervoyer A; Reinhold C; Castelli J; De Crevoisier R; Rameé JF; Pradier O; Schick U; Visvikis D; Hatt M
Sci Rep; 2020 Jun; 10(1):10248. PubMed ID: 32581221
[TBL] [Abstract][Full Text] [Related]
14. A multicenter study on radiomic features from T
Bianchini L; Santinha J; Loução N; Figueiredo M; Botta F; Origgi D; Cremonesi M; Cassano E; Papanikolaou N; Lascialfari A
Magn Reson Med; 2021 Mar; 85(3):1713-1726. PubMed ID: 32970859
[TBL] [Abstract][Full Text] [Related]
15. Robustness and Reproducibility of Radiomics in Magnetic Resonance Imaging: A Phantom Study.
Baeßler B; Weiss K; Pinto Dos Santos D
Invest Radiol; 2019 Apr; 54(4):221-228. PubMed ID: 30433891
[TBL] [Abstract][Full Text] [Related]
16. Optimal co-clinical radiomics: Sensitivity of radiomic features to tumour volume, image noise and resolution in co-clinical T1-weighted and T2-weighted magnetic resonance imaging.
Roy S; Whitehead TD; Quirk JD; Salter A; Ademuyiwa FO; Li S; An H; Shoghi KI
EBioMedicine; 2020 Sep; 59():102963. PubMed ID: 32891051
[TBL] [Abstract][Full Text] [Related]
17. Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics.
Carré A; Klausner G; Edjlali M; Lerousseau M; Briend-Diop J; Sun R; Ammari S; Reuzé S; Alvarez Andres E; Estienne T; Niyoteka S; Battistella E; Vakalopoulou M; Dhermain F; Paragios N; Deutsch E; Oppenheim C; Pallud J; Robert C
Sci Rep; 2020 Jul; 10(1):12340. PubMed ID: 32704007
[TBL] [Abstract][Full Text] [Related]
18. Influence of gray level discretization on radiomic feature stability for different CT scanners, tube currents and slice thicknesses: a comprehensive phantom study.
Larue RTHM; van Timmeren JE; de Jong EEC; Feliciani G; Leijenaar RTH; Schreurs WMJ; Sosef MN; Raat FHPJ; van der Zande FHR; Das M; van Elmpt W; Lambin P
Acta Oncol; 2017 Nov; 56(11):1544-1553. PubMed ID: 28885084
[TBL] [Abstract][Full Text] [Related]
19. Could normalization improve robustness of abdominal MRI radiomic features?
Giannini V; Panic J; Regge D; Balestra G; Rosati S
Biomed Phys Eng Express; 2023 Jul; 9(5):. PubMed ID: 37413967
[TBL] [Abstract][Full Text] [Related]
20. Multicenter evaluation of MRI-based radiomic features: A phantom study.
Rai R; Holloway LC; Brink C; Field M; Christiansen RL; Sun Y; Barton MB; Liney GP
Med Phys; 2020 Jul; 47(7):3054-3063. PubMed ID: 32277703
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
