Vanya V. Valindria

Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth

Vanya V. Valindria, Ioannis Lavdas, Wenjia Bai et al. · IEEE Transactions on Medical Imaging · 2017 · 150 citations · Full text

Engineering, Machine Learning, Diagnosis +24

Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI

Vanya V. Valindria, Nick Pawlowski, Martin Rajchl et al. · 2018 · 133 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +25

Joint estimation of relaxation and diffusion tissue parameters for prostate cancer with relaxation-VERDICT MRI

Marco Palombo, Vanya V. Valindria, Saurabh Singh et al. · Scientific Reports · 2023 · 30 citations · Full text

Subject-level Prediction of Segmentation Failure using Real-Time Convolutional Neural Nets

R. H. Robinson, Ozan Oktay, Wenjia Bai et al. · 2018 · 15 citations

Convolutional Neural Network, Image Analysis, Machine Vision +11

Automatic Quantification of Myocardial Infarction from Delayed Enhancement MRI

Vanya V. Valindria, Marion Angue, N. Vignon et al. · 2011 · 14 citations

Fullyautomatic Segmentation, Engineering, Biomedical Engineering +20