Oksuz I - Search Results

1

Brain MRI artefact detection and correction using convolutional neural networks.

Oksuz I. Oksuz I. Comput Methods Programs Biomed. 2021 Feb;199:105909. doi: 10.1016/j.cmpb.2020.105909. Epub 2020 Dec 23. Comput Methods Programs Biomed. 2021. PMID: 33373815

2

Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.

Oksuz I, Ruijsink B, Puyol-Antón E, Clough JR, Cruz G, Bustin A, Prieto C, Botnar R, Rueckert D, Schnabel JA, King AP. Oksuz I, et al. Med Image Anal. 2019 Jul;55:136-147. doi: 10.1016/j.media.2019.04.009. Epub 2019 Apr 22. Med Image Anal. 2019. PMID: 31055126 Free PMC article.

3

An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy.

Ali S, Zhou F, Braden B, Bailey A, Yang S, Cheng G, Zhang P, Li X, Kayser M, Soberanis-Mukul RD, Albarqouni S, Wang X, Wang C, Watanabe S, Oksuz I, Ning Q, Yang S, Khan MA, Gao XW, Realdon S, Loshchenov M, Schnabel JA, East JE, Wagnieres G, Loschenov VB, Grisan E, Daul C, Blondel W, Rittscher J. Ali S, et al. Among authors: oksuz i. Sci Rep. 2020 Feb 17;10(1):2748. doi: 10.1038/s41598-020-59413-5. Sci Rep. 2020. PMID: 32066744 Free PMC article.

4

A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography.

Fuin N, Bustin A, Küstner T, Oksuz I, Clough J, King AP, Schnabel JA, Botnar RM, Prieto C. Fuin N, et al. Among authors: oksuz i. Magn Reson Imaging. 2020 Jul;70:155-167. doi: 10.1016/j.mri.2020.04.007. Epub 2020 Apr 27. Magn Reson Imaging. 2020. PMID: 32353528

5

Neural network dose prediction for rectal spacer stratification in dose-escalated prostate radiotherapy.

Thomas C, Dregely I, Oksuz I, Guerrero Urbano T, Greener T, King AP, Barrington SF. Thomas C, et al. Among authors: oksuz i. Med Phys. 2022 Apr;49(4):2172-2182. doi: 10.1002/mp.15575. Epub 2022 Mar 11. Med Phys. 2022. PMID: 35218024 Free PMC article. Clinical Trial.

6

Fully Automated, Quality-Controlled Cardiac Analysis From CMR: Validation and Large-Scale Application to Characterize Cardiac Function.

Ruijsink B, Puyol-Antón E, Oksuz I, Sinclair M, Bai W, Schnabel JA, Razavi R, King AP. Ruijsink B, et al. Among authors: oksuz i. JACC Cardiovasc Imaging. 2020 Mar;13(3):684-695. doi: 10.1016/j.jcmg.2019.05.030. Epub 2019 Jul 17. JACC Cardiovasc Imaging. 2020. PMID: 31326477 Free PMC article.

7

Inter-vendor performance of deep learning in segmenting acute ischemic lesions on diffusion-weighted imaging: a multicenter study.

Alis D, Yergin M, Alis C, Topel C, Asmakutlu O, Bagcilar O, Senli YD, Ustundag A, Salt V, Dogan SN, Velioglu M, Selcuk HH, Kara B, Oksuz I, Kizilkilic O, Karaarslan E. Alis D, et al. Among authors: oksuz i. Sci Rep. 2021 Jun 14;11(1):12434. doi: 10.1038/s41598-021-91467-x. Sci Rep. 2021. PMID: 34127692 Free PMC article.

8

Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.

Oksuz I, Clough JR, Ruijsink B, Anton EP, Bustin A, Cruz G, Prieto C, King AP, Schnabel JA. Oksuz I, et al. IEEE Trans Med Imaging. 2020 Dec;39(12):4001-4010. doi: 10.1109/TMI.2020.3008930. Epub 2020 Nov 30. IEEE Trans Med Imaging. 2020. PMID: 32746141

9

Comparison of machine learning methods for prediction of osteoradionecrosis incidence in patients with head and neck cancer.

Humbert-Vidan L, Patel V, Oksuz I, King AP, Guerrero Urbano T. Humbert-Vidan L, et al. Among authors: oksuz i. Br J Radiol. 2021 Apr 1;94(1120):20200026. doi: 10.1259/bjr.20200026. Epub 2021 Mar 18. Br J Radiol. 2021. PMID: 33684314 Free PMC article.

10

Channel Attention Networks for Robust MR Fingerprint Matching.

Soyak R, Navruz E, Ersoy EO, Cruz G, Prieto C, King AP, Unay D, Oksuz I. Soyak R, et al. Among authors: oksuz i. IEEE Trans Biomed Eng. 2022 Apr;69(4):1398-1405. doi: 10.1109/TBME.2021.3116877. Epub 2022 Mar 18. IEEE Trans Biomed Eng. 2022. PMID: 34591755

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